id sid tid token lemma pos cord-018688-gvk9uazp 1 1 key key NN cord-018688-gvk9uazp 1 2 : : : cord-018688-gvk9uazp 1 3 cord-018688-gvk9uazp cord-018688-gvk9uazp NNP cord-018688-gvk9uazp 1 4 authors author NNS cord-018688-gvk9uazp 1 5 : : : cord-018688-gvk9uazp 1 6 Magid Magid NNP cord-018688-gvk9uazp 1 7 , , , cord-018688-gvk9uazp 1 8 Avi Avi NNP cord-018688-gvk9uazp 1 9 ; ; : cord-018688-gvk9uazp 1 10 Gesser Gesser NNP cord-018688-gvk9uazp 1 11 - - HYPH cord-018688-gvk9uazp 1 12 Edelsburg Edelsburg NNP cord-018688-gvk9uazp 1 13 , , , cord-018688-gvk9uazp 1 14 Anat Anat NNP cord-018688-gvk9uazp 1 15 ; ; : cord-018688-gvk9uazp 1 16 Green Green NNP cord-018688-gvk9uazp 1 17 , , , cord-018688-gvk9uazp 1 18 Manfred Manfred NNP cord-018688-gvk9uazp 1 19 S. S. NNP cord-018688-gvk9uazp 1 20 title title NN cord-018688-gvk9uazp 1 21 : : : cord-018688-gvk9uazp 1 22 The the DT cord-018688-gvk9uazp 1 23 Role role NN cord-018688-gvk9uazp 1 24 of of IN cord-018688-gvk9uazp 1 25 Informal Informal NNP cord-018688-gvk9uazp 1 26 Digital Digital NNP cord-018688-gvk9uazp 1 27 Surveillance Surveillance NNP cord-018688-gvk9uazp 1 28 Systems Systems NNPS cord-018688-gvk9uazp 1 29 Before before RB cord-018688-gvk9uazp 1 30 , , , cord-018688-gvk9uazp 1 31 During during IN cord-018688-gvk9uazp 1 32 and and CC cord-018688-gvk9uazp 1 33 After after IN cord-018688-gvk9uazp 1 34 Infectious Infectious NNP cord-018688-gvk9uazp 1 35 Disease Disease NNP cord-018688-gvk9uazp 1 36 Outbreaks Outbreaks NNPS cord-018688-gvk9uazp 1 37 : : : cord-018688-gvk9uazp 1 38 A a DT cord-018688-gvk9uazp 1 39 Critical Critical NNP cord-018688-gvk9uazp 1 40 Analysis Analysis NNP cord-018688-gvk9uazp 1 41 date date NN cord-018688-gvk9uazp 1 42 : : : cord-018688-gvk9uazp 1 43 2018 2018 CD cord-018688-gvk9uazp 1 44 - - HYPH cord-018688-gvk9uazp 1 45 03 03 CD cord-018688-gvk9uazp 1 46 - - HYPH cord-018688-gvk9uazp 1 47 23 23 CD cord-018688-gvk9uazp 1 48 journal journal NN cord-018688-gvk9uazp 1 49 : : : cord-018688-gvk9uazp 1 50 Defence Defence NNP cord-018688-gvk9uazp 1 51 Against against IN cord-018688-gvk9uazp 1 52 Bioterrorism Bioterrorism NNP cord-018688-gvk9uazp 1 53 DOI DOI NNP cord-018688-gvk9uazp 1 54 : : : cord-018688-gvk9uazp 1 55 10.1007/978 10.1007/978 CD cord-018688-gvk9uazp 1 56 - - HYPH cord-018688-gvk9uazp 1 57 94 94 CD cord-018688-gvk9uazp 1 58 - - HYPH cord-018688-gvk9uazp 1 59 024 024 CD cord-018688-gvk9uazp 1 60 - - HYPH cord-018688-gvk9uazp 1 61 1263 1263 CD cord-018688-gvk9uazp 1 62 - - HYPH cord-018688-gvk9uazp 1 63 5_14 5_14 CD cord-018688-gvk9uazp 1 64 sha sha NNP cord-018688-gvk9uazp 1 65 : : : cord-018688-gvk9uazp 1 66 f17d97e5afce5a5f087ddff37bf029723c0cc033 f17d97e5afce5a5f087ddff37bf029723c0cc033 NNP cord-018688-gvk9uazp 1 67 doc_id doc_id NNPS cord-018688-gvk9uazp 1 68 : : : cord-018688-gvk9uazp 1 69 18688 18688 CD cord-018688-gvk9uazp 1 70 cord_uid cord_uid NNS cord-018688-gvk9uazp 1 71 : : : cord-018688-gvk9uazp 2 1 gvk9uazp gvk9uazp NNP cord-018688-gvk9uazp 2 2 Background Background NNP cord-018688-gvk9uazp 2 3 One one CD cord-018688-gvk9uazp 2 4 of of IN cord-018688-gvk9uazp 2 5 the the DT cord-018688-gvk9uazp 2 6 main main JJ cord-018688-gvk9uazp 2 7 limitations limitation NNS cord-018688-gvk9uazp 2 8 of of IN cord-018688-gvk9uazp 2 9 traditional traditional JJ cord-018688-gvk9uazp 2 10 surveillance surveillance NN cord-018688-gvk9uazp 2 11 systems system NNS cord-018688-gvk9uazp 2 12 for for IN cord-018688-gvk9uazp 2 13 disease disease NN cord-018688-gvk9uazp 2 14 detection detection NN cord-018688-gvk9uazp 2 15 is be VBZ cord-018688-gvk9uazp 2 16 their -PRON- PRP$ cord-018688-gvk9uazp 2 17 inability inability NN cord-018688-gvk9uazp 2 18 to to TO cord-018688-gvk9uazp 2 19 detect detect VB cord-018688-gvk9uazp 2 20 epidemics epidemic NNS cord-018688-gvk9uazp 2 21 in in IN cord-018688-gvk9uazp 2 22 real real JJ cord-018688-gvk9uazp 2 23 - - HYPH cord-018688-gvk9uazp 2 24 time time NN cord-018688-gvk9uazp 2 25 . . . cord-018688-gvk9uazp 3 1 In in IN cord-018688-gvk9uazp 3 2 addition addition NN cord-018688-gvk9uazp 3 3 to to IN cord-018688-gvk9uazp 3 4 syndromic syndromic JJ cord-018688-gvk9uazp 3 5 surveillance surveillance NN cord-018688-gvk9uazp 3 6 , , , cord-018688-gvk9uazp 3 7 a a DT cord-018688-gvk9uazp 3 8 number number NN cord-018688-gvk9uazp 3 9 of of IN cord-018688-gvk9uazp 3 10 informal informal JJ cord-018688-gvk9uazp 3 11 digital digital JJ cord-018688-gvk9uazp 3 12 resources resource NNS cord-018688-gvk9uazp 3 13 have have VBP cord-018688-gvk9uazp 3 14 been be VBN cord-018688-gvk9uazp 3 15 developed develop VBN cord-018688-gvk9uazp 3 16 . . . cord-018688-gvk9uazp 4 1 These these DT cord-018688-gvk9uazp 4 2 systems system NNS cord-018688-gvk9uazp 4 3 are be VBP cord-018688-gvk9uazp 4 4 based base VBN cord-018688-gvk9uazp 4 5 on on IN cord-018688-gvk9uazp 4 6 data datum NNS cord-018688-gvk9uazp 4 7 collected collect VBN cord-018688-gvk9uazp 4 8 through through IN cord-018688-gvk9uazp 4 9 media medium NNS cord-018688-gvk9uazp 4 10 sources source NNS cord-018688-gvk9uazp 4 11 such such JJ cord-018688-gvk9uazp 4 12 as as IN cord-018688-gvk9uazp 4 13 news news NN cord-018688-gvk9uazp 4 14 reports report NNS cord-018688-gvk9uazp 4 15 on on IN cord-018688-gvk9uazp 4 16 the the DT cord-018688-gvk9uazp 4 17 Internet internet NN cord-018688-gvk9uazp 4 18 , , , cord-018688-gvk9uazp 4 19 mailing mailing NN cord-018688-gvk9uazp 4 20 lists list NNS cord-018688-gvk9uazp 4 21 , , , cord-018688-gvk9uazp 4 22 and and CC cord-018688-gvk9uazp 4 23 RSS RSS NNP cord-018688-gvk9uazp 4 24 ( ( -LRB- cord-018688-gvk9uazp 4 25 Really really RB cord-018688-gvk9uazp 4 26 Simple Simple NNP cord-018688-gvk9uazp 4 27 Syndication Syndication NNP cord-018688-gvk9uazp 4 28 ) ) -RRB- cord-018688-gvk9uazp 4 29 feeds feed VBZ cord-018688-gvk9uazp 4 30 . . . cord-018688-gvk9uazp 5 1 The the DT cord-018688-gvk9uazp 5 2 role role NN cord-018688-gvk9uazp 5 3 of of IN cord-018688-gvk9uazp 5 4 such such JJ cord-018688-gvk9uazp 5 5 systems system NNS cord-018688-gvk9uazp 5 6 at at IN cord-018688-gvk9uazp 5 7 all all DT cord-018688-gvk9uazp 5 8 stages stage NNS cord-018688-gvk9uazp 5 9 of of IN cord-018688-gvk9uazp 5 10 the the DT cord-018688-gvk9uazp 5 11 epidemic epidemic NN cord-018688-gvk9uazp 5 12 remains remain VBZ cord-018688-gvk9uazp 5 13 unclear unclear JJ cord-018688-gvk9uazp 5 14 . . . cord-018688-gvk9uazp 6 1 Methods method NNS cord-018688-gvk9uazp 7 1 A a DT cord-018688-gvk9uazp 7 2 literature literature NN cord-018688-gvk9uazp 7 3 review review NN cord-018688-gvk9uazp 7 4 was be VBD cord-018688-gvk9uazp 7 5 carried carry VBN cord-018688-gvk9uazp 7 6 out out RP cord-018688-gvk9uazp 7 7 on on IN cord-018688-gvk9uazp 7 8 informal informal JJ cord-018688-gvk9uazp 7 9 digital digital JJ cord-018688-gvk9uazp 7 10 resources resource NNS cord-018688-gvk9uazp 7 11 for for IN cord-018688-gvk9uazp 7 12 infectious infectious JJ cord-018688-gvk9uazp 7 13 disease disease NN cord-018688-gvk9uazp 7 14 surveillance surveillance NN cord-018688-gvk9uazp 7 15 . . . cord-018688-gvk9uazp 8 1 We -PRON- PRP cord-018688-gvk9uazp 8 2 examined examine VBD cord-018688-gvk9uazp 8 3 the the DT cord-018688-gvk9uazp 8 4 source source NN cord-018688-gvk9uazp 8 5 of of IN cord-018688-gvk9uazp 8 6 information information NN cord-018688-gvk9uazp 8 7 , , , cord-018688-gvk9uazp 8 8 the the DT cord-018688-gvk9uazp 8 9 manner manner NN cord-018688-gvk9uazp 8 10 in in IN cord-018688-gvk9uazp 8 11 which which WDT cord-018688-gvk9uazp 8 12 they -PRON- PRP cord-018688-gvk9uazp 8 13 process process VBP cord-018688-gvk9uazp 8 14 and and CC cord-018688-gvk9uazp 8 15 disseminate disseminate VB cord-018688-gvk9uazp 8 16 the the DT cord-018688-gvk9uazp 8 17 information information NN cord-018688-gvk9uazp 8 18 , , , cord-018688-gvk9uazp 8 19 their -PRON- PRP$ cord-018688-gvk9uazp 8 20 role role NN cord-018688-gvk9uazp 8 21 in in IN cord-018688-gvk9uazp 8 22 each each DT cord-018688-gvk9uazp 8 23 phase phase NN cord-018688-gvk9uazp 8 24 of of IN cord-018688-gvk9uazp 8 25 disease disease NN cord-018688-gvk9uazp 8 26 outbreaks outbreak NNS cord-018688-gvk9uazp 8 27 , , , cord-018688-gvk9uazp 8 28 and and CC cord-018688-gvk9uazp 8 29 whether whether IN cord-018688-gvk9uazp 8 30 and and CC cord-018688-gvk9uazp 8 31 to to TO cord-018688-gvk9uazp 8 32 what what WDT cord-018688-gvk9uazp 8 33 extent extent NN cord-018688-gvk9uazp 8 34 these these DT cord-018688-gvk9uazp 8 35 systems system NNS cord-018688-gvk9uazp 8 36 are be VBP cord-018688-gvk9uazp 8 37 capable capable JJ cord-018688-gvk9uazp 8 38 of of IN cord-018688-gvk9uazp 8 39 early early JJ cord-018688-gvk9uazp 8 40 detection detection NN cord-018688-gvk9uazp 8 41 and and CC cord-018688-gvk9uazp 8 42 management management NN cord-018688-gvk9uazp 8 43 of of IN cord-018688-gvk9uazp 8 44 infectious infectious JJ cord-018688-gvk9uazp 8 45 disease disease NN cord-018688-gvk9uazp 8 46 epidemics epidemic NNS cord-018688-gvk9uazp 8 47 . . . cord-018688-gvk9uazp 9 1 Results result NNS cord-018688-gvk9uazp 10 1 Informal informal JJ cord-018688-gvk9uazp 10 2 digital digital JJ cord-018688-gvk9uazp 10 3 resources resource NNS cord-018688-gvk9uazp 10 4 use use VBP cord-018688-gvk9uazp 10 5 similar similar JJ cord-018688-gvk9uazp 10 6 sources source NNS cord-018688-gvk9uazp 10 7 of of IN cord-018688-gvk9uazp 10 8 data datum NNS cord-018688-gvk9uazp 10 9 for for IN cord-018688-gvk9uazp 10 10 surveillance surveillance NN cord-018688-gvk9uazp 10 11 . . . cord-018688-gvk9uazp 11 1 However however RB cord-018688-gvk9uazp 11 2 , , , cord-018688-gvk9uazp 11 3 they -PRON- PRP cord-018688-gvk9uazp 11 4 use use VBP cord-018688-gvk9uazp 11 5 different different JJ cord-018688-gvk9uazp 11 6 algorithms algorithm NNS cord-018688-gvk9uazp 11 7 to to TO cord-018688-gvk9uazp 11 8 create create VB cord-018688-gvk9uazp 11 9 their -PRON- PRP$ cord-018688-gvk9uazp 11 10 output output NN cord-018688-gvk9uazp 11 11 , , , cord-018688-gvk9uazp 11 12 and and CC cord-018688-gvk9uazp 11 13 cover cover VB cord-018688-gvk9uazp 11 14 different different JJ cord-018688-gvk9uazp 11 15 geographic geographic JJ cord-018688-gvk9uazp 11 16 areas area NNS cord-018688-gvk9uazp 11 17 . . . cord-018688-gvk9uazp 12 1 In in IN cord-018688-gvk9uazp 12 2 this this DT cord-018688-gvk9uazp 12 3 regard regard NN cord-018688-gvk9uazp 12 4 , , , cord-018688-gvk9uazp 12 5 they -PRON- PRP cord-018688-gvk9uazp 12 6 complement complement VBP cord-018688-gvk9uazp 12 7 each each DT cord-018688-gvk9uazp 12 8 other other JJ cord-018688-gvk9uazp 12 9 with with IN cord-018688-gvk9uazp 12 10 respect respect NN cord-018688-gvk9uazp 12 11 to to IN cord-018688-gvk9uazp 12 12 information information NN cord-018688-gvk9uazp 12 13 completeness completeness NN cord-018688-gvk9uazp 12 14 . . . cord-018688-gvk9uazp 13 1 There there EX cord-018688-gvk9uazp 13 2 is be VBZ cord-018688-gvk9uazp 13 3 evidence evidence NN cord-018688-gvk9uazp 13 4 in in IN cord-018688-gvk9uazp 13 5 the the DT cord-018688-gvk9uazp 13 6 literature literature NN cord-018688-gvk9uazp 13 7 on on IN cord-018688-gvk9uazp 13 8 the the DT cord-018688-gvk9uazp 13 9 systems system NNS cord-018688-gvk9uazp 13 10 ’ ’ POS cord-018688-gvk9uazp 13 11 usefulness usefulness NN cord-018688-gvk9uazp 13 12 in in IN cord-018688-gvk9uazp 13 13 communicating communicate VBG cord-018688-gvk9uazp 13 14 information information NN cord-018688-gvk9uazp 13 15 to to IN cord-018688-gvk9uazp 13 16 public public JJ cord-018688-gvk9uazp 13 17 health health NN cord-018688-gvk9uazp 13 18 professionals professional NNS cord-018688-gvk9uazp 13 19 , , , cord-018688-gvk9uazp 13 20 as as RB cord-018688-gvk9uazp 13 21 well well RB cord-018688-gvk9uazp 13 22 as as IN cord-018688-gvk9uazp 13 23 to to IN cord-018688-gvk9uazp 13 24 the the DT cord-018688-gvk9uazp 13 25 general general JJ cord-018688-gvk9uazp 13 26 public public NN cord-018688-gvk9uazp 13 27 during during IN cord-018688-gvk9uazp 13 28 and and CC cord-018688-gvk9uazp 13 29 after after IN cord-018688-gvk9uazp 13 30 previous previous JJ cord-018688-gvk9uazp 13 31 epidemics epidemic NNS cord-018688-gvk9uazp 13 32 . . . cord-018688-gvk9uazp 14 1 Retrospective retrospective JJ cord-018688-gvk9uazp 14 2 studies study NNS cord-018688-gvk9uazp 14 3 of of IN cord-018688-gvk9uazp 14 4 some some DT cord-018688-gvk9uazp 14 5 systems system NNS cord-018688-gvk9uazp 14 6 have have VBP cord-018688-gvk9uazp 14 7 shown show VBN cord-018688-gvk9uazp 14 8 a a DT cord-018688-gvk9uazp 14 9 theoretical theoretical JJ cord-018688-gvk9uazp 14 10 decrease decrease NN cord-018688-gvk9uazp 14 11 in in IN cord-018688-gvk9uazp 14 12 the the DT cord-018688-gvk9uazp 14 13 time time NN cord-018688-gvk9uazp 14 14 of of IN cord-018688-gvk9uazp 14 15 epidemic epidemic NN cord-018688-gvk9uazp 14 16 detection detection NN cord-018688-gvk9uazp 14 17 compared compare VBN cord-018688-gvk9uazp 14 18 to to IN cord-018688-gvk9uazp 14 19 conventional conventional JJ cord-018688-gvk9uazp 14 20 surveillance surveillance NN cord-018688-gvk9uazp 14 21 . . . cord-018688-gvk9uazp 15 1 However however RB cord-018688-gvk9uazp 15 2 , , , cord-018688-gvk9uazp 15 3 there there EX cord-018688-gvk9uazp 15 4 is be VBZ cord-018688-gvk9uazp 15 5 no no DT cord-018688-gvk9uazp 15 6 evidence evidence NN cord-018688-gvk9uazp 15 7 of of IN cord-018688-gvk9uazp 15 8 the the DT cord-018688-gvk9uazp 15 9 ability ability NN cord-018688-gvk9uazp 15 10 for for IN cord-018688-gvk9uazp 15 11 real real JJ cord-018688-gvk9uazp 15 12 - - HYPH cord-018688-gvk9uazp 15 13 time time NN cord-018688-gvk9uazp 15 14 detection detection NN cord-018688-gvk9uazp 15 15 . . . cord-018688-gvk9uazp 16 1 Conclusions conclusion NNS cord-018688-gvk9uazp 17 1 Currently currently RB cord-018688-gvk9uazp 17 2 , , , cord-018688-gvk9uazp 17 3 there there EX cord-018688-gvk9uazp 17 4 is be VBZ cord-018688-gvk9uazp 17 5 little little JJ cord-018688-gvk9uazp 17 6 prospective prospective JJ cord-018688-gvk9uazp 17 7 evidence evidence NN cord-018688-gvk9uazp 17 8 that that IN cord-018688-gvk9uazp 17 9 existing exist VBG cord-018688-gvk9uazp 17 10 informal informal JJ cord-018688-gvk9uazp 17 11 systems system NNS cord-018688-gvk9uazp 17 12 are be VBP cord-018688-gvk9uazp 17 13 capable capable JJ cord-018688-gvk9uazp 17 14 of of IN cord-018688-gvk9uazp 17 15 real real JJ cord-018688-gvk9uazp 17 16 - - HYPH cord-018688-gvk9uazp 17 17 time time NN cord-018688-gvk9uazp 17 18 early early JJ cord-018688-gvk9uazp 17 19 detection detection NN cord-018688-gvk9uazp 17 20 of of IN cord-018688-gvk9uazp 17 21 disease disease NN cord-018688-gvk9uazp 17 22 outbreaks outbreak NNS cord-018688-gvk9uazp 17 23 . . . cord-018688-gvk9uazp 18 1 Most Most JJS cord-018688-gvk9uazp 18 2 systems system NNS cord-018688-gvk9uazp 18 3 accumulate accumulate VBP cord-018688-gvk9uazp 18 4 large large JJ cord-018688-gvk9uazp 18 5 amounts amount NNS cord-018688-gvk9uazp 18 6 of of IN cord-018688-gvk9uazp 18 7 information information NN cord-018688-gvk9uazp 18 8 on on IN cord-018688-gvk9uazp 18 9 a a DT cord-018688-gvk9uazp 18 10 wide wide JJ cord-018688-gvk9uazp 18 11 variety variety NN cord-018688-gvk9uazp 18 12 of of IN cord-018688-gvk9uazp 18 13 diseases disease NNS cord-018688-gvk9uazp 18 14 , , , cord-018688-gvk9uazp 18 15 making make VBG cord-018688-gvk9uazp 18 16 it -PRON- PRP cord-018688-gvk9uazp 18 17 difficult difficult JJ cord-018688-gvk9uazp 18 18 to to TO cord-018688-gvk9uazp 18 19 extract extract VB cord-018688-gvk9uazp 18 20 critical critical JJ cord-018688-gvk9uazp 18 21 information information NN cord-018688-gvk9uazp 18 22 . . . cord-018688-gvk9uazp 19 1 Presenting present VBG cord-018688-gvk9uazp 19 2 critical critical JJ cord-018688-gvk9uazp 19 3 information information NN cord-018688-gvk9uazp 19 4 clearly clearly RB cord-018688-gvk9uazp 19 5 and and CC cord-018688-gvk9uazp 19 6 precisely precisely RB cord-018688-gvk9uazp 19 7 remains remain VBZ cord-018688-gvk9uazp 19 8 a a DT cord-018688-gvk9uazp 19 9 challenge challenge NN cord-018688-gvk9uazp 19 10 . . . cord-018688-gvk9uazp 20 1 not not RB cord-018688-gvk9uazp 20 2 be be VB cord-018688-gvk9uazp 20 3 captured capture VBN cord-018688-gvk9uazp 20 4 through through IN cord-018688-gvk9uazp 20 5 traditional traditional JJ cord-018688-gvk9uazp 20 6 surveillance surveillance NN cord-018688-gvk9uazp 20 7 , , , cord-018688-gvk9uazp 20 8 and and CC cord-018688-gvk9uazp 20 9 may may MD cord-018688-gvk9uazp 20 10 be be VB cord-018688-gvk9uazp 20 11 useful useful JJ cord-018688-gvk9uazp 20 12 to to IN cord-018688-gvk9uazp 20 13 governments government NNS cord-018688-gvk9uazp 20 14 and and CC cord-018688-gvk9uazp 20 15 health health NN cord-018688-gvk9uazp 20 16 agencies agency NNS cord-018688-gvk9uazp 20 17 [ [ -LRB- cord-018688-gvk9uazp 20 18 4 4 CD cord-018688-gvk9uazp 20 19 ] ] -RRB- cord-018688-gvk9uazp 20 20 . . . cord-018688-gvk9uazp 21 1 These these DT cord-018688-gvk9uazp 21 2 systems system NNS cord-018688-gvk9uazp 21 3 are be VBP cord-018688-gvk9uazp 21 4 designed design VBN cord-018688-gvk9uazp 21 5 to to TO cord-018688-gvk9uazp 21 6 function function VB cord-018688-gvk9uazp 21 7 during during IN cord-018688-gvk9uazp 21 8 all all DT cord-018688-gvk9uazp 21 9 phases phase NNS cord-018688-gvk9uazp 21 10 of of IN cord-018688-gvk9uazp 21 11 disease disease NN cord-018688-gvk9uazp 21 12 outbreak outbreak NN cord-018688-gvk9uazp 21 13 , , , cord-018688-gvk9uazp 21 14 and and CC cord-018688-gvk9uazp 21 15 are be VBP cord-018688-gvk9uazp 21 16 planned plan VBN cord-018688-gvk9uazp 21 17 to to TO cord-018688-gvk9uazp 21 18 increase increase VB cord-018688-gvk9uazp 21 19 sensitivity sensitivity NN cord-018688-gvk9uazp 21 20 and and CC cord-018688-gvk9uazp 21 21 timeliness timeliness NN cord-018688-gvk9uazp 21 22 . . . cord-018688-gvk9uazp 22 1 However however RB cord-018688-gvk9uazp 22 2 , , , cord-018688-gvk9uazp 22 3 the the DT cord-018688-gvk9uazp 22 4 role role NN cord-018688-gvk9uazp 22 5 of of IN cord-018688-gvk9uazp 22 6 such such JJ cord-018688-gvk9uazp 22 7 systems system NNS cord-018688-gvk9uazp 22 8 before before RB cord-018688-gvk9uazp 22 9 , , , cord-018688-gvk9uazp 22 10 during during IN cord-018688-gvk9uazp 22 11 and and CC cord-018688-gvk9uazp 22 12 after after IN cord-018688-gvk9uazp 22 13 infectious infectious JJ cord-018688-gvk9uazp 22 14 disease disease NN cord-018688-gvk9uazp 22 15 epidemics epidemic NNS cord-018688-gvk9uazp 22 16 and and CC cord-018688-gvk9uazp 22 17 , , , cord-018688-gvk9uazp 22 18 in in IN cord-018688-gvk9uazp 22 19 particular particular JJ cord-018688-gvk9uazp 22 20 , , , cord-018688-gvk9uazp 22 21 whether whether IN cord-018688-gvk9uazp 22 22 such such JJ cord-018688-gvk9uazp 22 23 systems system NNS cord-018688-gvk9uazp 22 24 are be VBP cord-018688-gvk9uazp 22 25 currently currently RB cord-018688-gvk9uazp 22 26 capable capable JJ cord-018688-gvk9uazp 22 27 of of IN cord-018688-gvk9uazp 22 28 early early JJ cord-018688-gvk9uazp 22 29 detection detection NN cord-018688-gvk9uazp 22 30 of of IN cord-018688-gvk9uazp 22 31 epidemics epidemic NNS cord-018688-gvk9uazp 22 32 remains remain VBZ cord-018688-gvk9uazp 22 33 unclear unclear JJ cord-018688-gvk9uazp 22 34 . . . cord-018688-gvk9uazp 23 1 A a DT cord-018688-gvk9uazp 23 2 literature literature NN cord-018688-gvk9uazp 23 3 review review NN cord-018688-gvk9uazp 23 4 was be VBD cord-018688-gvk9uazp 23 5 carried carry VBN cord-018688-gvk9uazp 23 6 out out RP cord-018688-gvk9uazp 23 7 to to TO cord-018688-gvk9uazp 23 8 compare compare VB cord-018688-gvk9uazp 23 9 informal informal JJ cord-018688-gvk9uazp 23 10 digital digital JJ cord-018688-gvk9uazp 23 11 systems system NNS cord-018688-gvk9uazp 23 12 with with IN cord-018688-gvk9uazp 23 13 regards regard NNS cord-018688-gvk9uazp 23 14 to to IN cord-018688-gvk9uazp 23 15 their -PRON- PRP$ cord-018688-gvk9uazp 23 16 source source NN cord-018688-gvk9uazp 23 17 of of IN cord-018688-gvk9uazp 23 18 information information NN cord-018688-gvk9uazp 23 19 , , , cord-018688-gvk9uazp 23 20 the the DT cord-018688-gvk9uazp 23 21 manner manner NN cord-018688-gvk9uazp 23 22 in in IN cord-018688-gvk9uazp 23 23 which which WDT cord-018688-gvk9uazp 23 24 they -PRON- PRP cord-018688-gvk9uazp 23 25 process process VBP cord-018688-gvk9uazp 23 26 and and CC cord-018688-gvk9uazp 23 27 disseminate disseminate VB cord-018688-gvk9uazp 23 28 the the DT cord-018688-gvk9uazp 23 29 information information NN cord-018688-gvk9uazp 23 30 , , , cord-018688-gvk9uazp 23 31 their -PRON- PRP$ cord-018688-gvk9uazp 23 32 role role NN cord-018688-gvk9uazp 23 33 in in IN cord-018688-gvk9uazp 23 34 each each DT cord-018688-gvk9uazp 23 35 phase phase NN cord-018688-gvk9uazp 23 36 of of IN cord-018688-gvk9uazp 23 37 an an DT cord-018688-gvk9uazp 23 38 epidemic epidemic NN cord-018688-gvk9uazp 23 39 , , , cord-018688-gvk9uazp 23 40 and and CC cord-018688-gvk9uazp 23 41 whether whether IN cord-018688-gvk9uazp 23 42 and and CC cord-018688-gvk9uazp 23 43 to to TO cord-018688-gvk9uazp 23 44 what what WDT cord-018688-gvk9uazp 23 45 extent extent NN cord-018688-gvk9uazp 23 46 these these DT cord-018688-gvk9uazp 23 47 systems system NNS cord-018688-gvk9uazp 23 48 are be VBP cord-018688-gvk9uazp 23 49 capable capable JJ cord-018688-gvk9uazp 23 50 of of IN cord-018688-gvk9uazp 23 51 early early JJ cord-018688-gvk9uazp 23 52 detection detection NN cord-018688-gvk9uazp 23 53 of of IN cord-018688-gvk9uazp 23 54 epidemics epidemic NNS cord-018688-gvk9uazp 23 55 . . . cord-018688-gvk9uazp 24 1 The the DT cord-018688-gvk9uazp 24 2 systems system NNS cord-018688-gvk9uazp 24 3 evaluated evaluate VBN cord-018688-gvk9uazp 24 4 were be VBD cord-018688-gvk9uazp 24 5 ProMED ProMED NNS cord-018688-gvk9uazp 24 6 - - HYPH cord-018688-gvk9uazp 24 7 mail mail NN cord-018688-gvk9uazp 24 8 , , , cord-018688-gvk9uazp 24 9 Global Global NNP cord-018688-gvk9uazp 24 10 Public Public NNP cord-018688-gvk9uazp 24 11 Health Health NNP cord-018688-gvk9uazp 24 12 Intelligence Intelligence NNP cord-018688-gvk9uazp 24 13 Network Network NNP cord-018688-gvk9uazp 24 14 ( ( -LRB- cord-018688-gvk9uazp 24 15 GPHIN GPHIN NNP cord-018688-gvk9uazp 24 16 ) ) -RRB- cord-018688-gvk9uazp 24 17 , , , cord-018688-gvk9uazp 24 18 HealthMap HealthMap NNP cord-018688-gvk9uazp 24 19 , , , cord-018688-gvk9uazp 24 20 MediSys MediSys NNP cord-018688-gvk9uazp 24 21 , , , cord-018688-gvk9uazp 24 22 EpiSPIDER EpiSPIDER NNP cord-018688-gvk9uazp 24 23 , , , cord-018688-gvk9uazp 24 24 BioCaster BioCaster NNP cord-018688-gvk9uazp 24 25 , , , cord-018688-gvk9uazp 25 1 H5N1 H5N1 NNP cord-018688-gvk9uazp 25 2 Google Google NNP cord-018688-gvk9uazp 25 3 Earth Earth NNP cord-018688-gvk9uazp 25 4 mashup mashup NN cord-018688-gvk9uazp 25 5 , , , cord-018688-gvk9uazp 25 6 Avian Avian NNP cord-018688-gvk9uazp 25 7 Influenza Influenza NNP cord-018688-gvk9uazp 25 8 Daily Daily NNP cord-018688-gvk9uazp 25 9 Digest Digest NNP cord-018688-gvk9uazp 25 10 and and CC cord-018688-gvk9uazp 25 11 Blog Blog NNP cord-018688-gvk9uazp 25 12 , , , cord-018688-gvk9uazp 25 13 Google Google NNP cord-018688-gvk9uazp 25 14 flu flu NN cord-018688-gvk9uazp 25 15 trends trend NNS cord-018688-gvk9uazp 25 16 and and CC cord-018688-gvk9uazp 25 17 Argus Argus NNP cord-018688-gvk9uazp 25 18 . . . cord-018688-gvk9uazp 26 1 ProMED ProMED NNS cord-018688-gvk9uazp 26 2 - - : cord-018688-gvk9uazp 26 3 mail mail NN cord-018688-gvk9uazp 26 4 is be VBZ cord-018688-gvk9uazp 26 5 " " `` cord-018688-gvk9uazp 26 6 an an DT cord-018688-gvk9uazp 26 7 internet internet NN cord-018688-gvk9uazp 26 8 based base VBN cord-018688-gvk9uazp 26 9 reporting reporting NN cord-018688-gvk9uazp 26 10 system system NN cord-018688-gvk9uazp 26 11 aimed aim VBN cord-018688-gvk9uazp 26 12 at at IN cord-018688-gvk9uazp 26 13 rapidly rapidly RB cord-018688-gvk9uazp 26 14 disseminating disseminate VBG cord-018688-gvk9uazp 26 15 information information NN cord-018688-gvk9uazp 26 16 on on IN cord-018688-gvk9uazp 26 17 infectious infectious JJ cord-018688-gvk9uazp 26 18 disease disease NN cord-018688-gvk9uazp 26 19 outbreaks outbreak NNS cord-018688-gvk9uazp 26 20 and and CC cord-018688-gvk9uazp 26 21 acute acute JJ cord-018688-gvk9uazp 26 22 exposures exposure NNS cord-018688-gvk9uazp 26 23 to to IN cord-018688-gvk9uazp 26 24 toxins toxin NNS cord-018688-gvk9uazp 26 25 that that WDT cord-018688-gvk9uazp 26 26 affect affect VBP cord-018688-gvk9uazp 26 27 human human JJ cord-018688-gvk9uazp 26 28 health health NN cord-018688-gvk9uazp 26 29 , , , cord-018688-gvk9uazp 26 30 including include VBG cord-018688-gvk9uazp 26 31 those those DT cord-018688-gvk9uazp 26 32 in in IN cord-018688-gvk9uazp 26 33 animals animal NNS cord-018688-gvk9uazp 26 34 and and CC cord-018688-gvk9uazp 26 35 in in IN cord-018688-gvk9uazp 26 36 plants plant NNS cord-018688-gvk9uazp 26 37 grown grow VBN cord-018688-gvk9uazp 26 38 for for IN cord-018688-gvk9uazp 26 39 food food NN cord-018688-gvk9uazp 26 40 or or CC cord-018688-gvk9uazp 26 41 animal animal NN cord-018688-gvk9uazp 26 42 feed feed NN cord-018688-gvk9uazp 26 43 " " '' cord-018688-gvk9uazp 26 44 [ [ -LRB- cord-018688-gvk9uazp 26 45 21 21 CD cord-018688-gvk9uazp 26 46 ] ] -RRB- cord-018688-gvk9uazp 26 47 ( ( -LRB- cord-018688-gvk9uazp 26 48 ProMED promed NN cord-018688-gvk9uazp 26 49 - - HYPH cord-018688-gvk9uazp 26 50 mail mail NN cord-018688-gvk9uazp 26 51 website website NN cord-018688-gvk9uazp 26 52 ) ) -RRB- cord-018688-gvk9uazp 26 53 . . . cord-018688-gvk9uazp 27 1 ProMED ProMED NNS cord-018688-gvk9uazp 27 2 - - : cord-018688-gvk9uazp 27 3 mail mail NN cord-018688-gvk9uazp 27 4 receives receive VBZ cord-018688-gvk9uazp 27 5 information information NN cord-018688-gvk9uazp 27 6 from from IN cord-018688-gvk9uazp 27 7 a a DT cord-018688-gvk9uazp 27 8 number number NN cord-018688-gvk9uazp 27 9 of of IN cord-018688-gvk9uazp 27 10 sources source NNS cord-018688-gvk9uazp 27 11 , , , cord-018688-gvk9uazp 27 12 such such JJ cord-018688-gvk9uazp 27 13 as as IN cord-018688-gvk9uazp 27 14 media medium NNS cord-018688-gvk9uazp 27 15 reports report NNS cord-018688-gvk9uazp 27 16 , , , cord-018688-gvk9uazp 27 17 official official JJ cord-018688-gvk9uazp 27 18 reports report NNS cord-018688-gvk9uazp 27 19 , , , cord-018688-gvk9uazp 27 20 online online JJ cord-018688-gvk9uazp 27 21 summaries summary NNS cord-018688-gvk9uazp 27 22 and and CC cord-018688-gvk9uazp 27 23 local local JJ cord-018688-gvk9uazp 27 24 observers observer NNS cord-018688-gvk9uazp 27 25 . . . cord-018688-gvk9uazp 28 1 The the DT cord-018688-gvk9uazp 28 2 reports report NNS cord-018688-gvk9uazp 28 3 are be VBP cord-018688-gvk9uazp 28 4 reviewed review VBN cord-018688-gvk9uazp 28 5 and and CC cord-018688-gvk9uazp 28 6 investigated investigate VBN cord-018688-gvk9uazp 28 7 by by IN cord-018688-gvk9uazp 28 8 ProMED ProMED NNS cord-018688-gvk9uazp 28 9 - - HYPH cord-018688-gvk9uazp 28 10 mail mail NN cord-018688-gvk9uazp 28 11 expert expert NN cord-018688-gvk9uazp 28 12 team team NN cord-018688-gvk9uazp 28 13 , , , cord-018688-gvk9uazp 28 14 and and CC cord-018688-gvk9uazp 28 15 then then RB cord-018688-gvk9uazp 28 16 distributed distribute VBN cord-018688-gvk9uazp 28 17 by by IN cord-018688-gvk9uazp 28 18 e e NN cord-018688-gvk9uazp 28 19 - - NN cord-018688-gvk9uazp 28 20 mail mail NN cord-018688-gvk9uazp 28 21 to to IN cord-018688-gvk9uazp 28 22 ProMED ProMED NNS cord-018688-gvk9uazp 28 23 subscribers subscriber NNS cord-018688-gvk9uazp 28 24 , , , cord-018688-gvk9uazp 28 25 and and CC cord-018688-gvk9uazp 28 26 published publish VBN cord-018688-gvk9uazp 28 27 in in IN cord-018688-gvk9uazp 28 28 ProMED promed JJ cord-018688-gvk9uazp 28 29 - - HYPH cord-018688-gvk9uazp 28 30 mail mail NN cord-018688-gvk9uazp 28 31 website website NN cord-018688-gvk9uazp 28 32 ( ( -LRB- cord-018688-gvk9uazp 28 33 ProMED promed NN cord-018688-gvk9uazp 28 34 - - HYPH cord-018688-gvk9uazp 28 35 mail mail NN cord-018688-gvk9uazp 28 36 website website NN cord-018688-gvk9uazp 28 37 ) ) -RRB- cord-018688-gvk9uazp 28 38 . . . cord-018688-gvk9uazp 29 1 In in IN cord-018688-gvk9uazp 29 2 addition addition NN cord-018688-gvk9uazp 29 3 to to IN cord-018688-gvk9uazp 29 4 filtering filter VBG cord-018688-gvk9uazp 29 5 the the DT cord-018688-gvk9uazp 29 6 received receive VBN cord-018688-gvk9uazp 29 7 information information NN cord-018688-gvk9uazp 29 8 , , , cord-018688-gvk9uazp 29 9 ProMED ProMED NNS cord-018688-gvk9uazp 29 10 - - HYPH cord-018688-gvk9uazp 29 11 mail mail NN cord-018688-gvk9uazp 29 12 expert expert NN cord-018688-gvk9uazp 29 13 team team NN cord-018688-gvk9uazp 29 14 may may MD cord-018688-gvk9uazp 29 15 also also RB cord-018688-gvk9uazp 29 16 add add VB cord-018688-gvk9uazp 29 17 related related JJ cord-018688-gvk9uazp 29 18 information information NN cord-018688-gvk9uazp 29 19 from from IN cord-018688-gvk9uazp 29 20 media medium NNS cord-018688-gvk9uazp 29 21 , , , cord-018688-gvk9uazp 29 22 government government NN cord-018688-gvk9uazp 29 23 and and CC cord-018688-gvk9uazp 29 24 other other JJ cord-018688-gvk9uazp 29 25 sources source NNS cord-018688-gvk9uazp 29 26 [ [ -LRB- cord-018688-gvk9uazp 29 27 23 23 CD cord-018688-gvk9uazp 29 28 ] ] -RRB- cord-018688-gvk9uazp 29 29 . . . cord-018688-gvk9uazp 30 1 ProMED ProMED NNS cord-018688-gvk9uazp 30 2 - - : cord-018688-gvk9uazp 30 3 mail mail NN cord-018688-gvk9uazp 30 4 was be VBD cord-018688-gvk9uazp 30 5 proven prove VBN cord-018688-gvk9uazp 30 6 as as IN cord-018688-gvk9uazp 30 7 an an DT cord-018688-gvk9uazp 30 8 efficient efficient JJ cord-018688-gvk9uazp 30 9 system system NN cord-018688-gvk9uazp 30 10 during during IN cord-018688-gvk9uazp 30 11 the the DT cord-018688-gvk9uazp 30 12 2003 2003 CD cord-018688-gvk9uazp 30 13 outbreak outbreak NN cord-018688-gvk9uazp 30 14 of of IN cord-018688-gvk9uazp 30 15 SARS SARS NNP cord-018688-gvk9uazp 30 16 , , , cord-018688-gvk9uazp 30 17 where where WRB cord-018688-gvk9uazp 30 18 information information NN cord-018688-gvk9uazp 30 19 about about IN cord-018688-gvk9uazp 30 20 points point NNS cord-018688-gvk9uazp 30 21 of of IN cord-018688-gvk9uazp 30 22 outbreak outbreak NN cord-018688-gvk9uazp 30 23 , , , cord-018688-gvk9uazp 30 24 including include VBG cord-018688-gvk9uazp 30 25 additional additional JJ cord-018688-gvk9uazp 30 26 information information NN cord-018688-gvk9uazp 30 27 from from IN cord-018688-gvk9uazp 30 28 a a DT cord-018688-gvk9uazp 30 29 British British NNP cord-018688-gvk9uazp 30 30 Medical Medical NNP cord-018688-gvk9uazp 30 31 Journal Journal NNP cord-018688-gvk9uazp 30 32 article article NN cord-018688-gvk9uazp 30 33 , , , cord-018688-gvk9uazp 30 34 was be VBD cord-018688-gvk9uazp 30 35 efficiently efficiently RB cord-018688-gvk9uazp 30 36 disseminated disseminate VBN cord-018688-gvk9uazp 30 37 [ [ -LRB- cord-018688-gvk9uazp 30 38 23 23 CD cord-018688-gvk9uazp 30 39 ] ] -RRB- cord-018688-gvk9uazp 30 40 . . . cord-018688-gvk9uazp 31 1 It -PRON- PRP cord-018688-gvk9uazp 31 2 should should MD cord-018688-gvk9uazp 31 3 be be VB cord-018688-gvk9uazp 31 4 stressed stress VBN cord-018688-gvk9uazp 31 5 that that IN cord-018688-gvk9uazp 31 6 ProMED ProMED NNS cord-018688-gvk9uazp 31 7 - - HYPH cord-018688-gvk9uazp 31 8 mail mail NN cord-018688-gvk9uazp 31 9 collects collect VBZ cord-018688-gvk9uazp 31 10 , , , cord-018688-gvk9uazp 31 11 filters filter NNS cord-018688-gvk9uazp 31 12 , , , cord-018688-gvk9uazp 31 13 disseminates disseminate NNS cord-018688-gvk9uazp 31 14 and and CC cord-018688-gvk9uazp 31 15 archives archive NNS cord-018688-gvk9uazp 31 16 it -PRON- PRP cord-018688-gvk9uazp 31 17 . . . cord-018688-gvk9uazp 32 1 They -PRON- PRP cord-018688-gvk9uazp 32 2 do do VBP cord-018688-gvk9uazp 32 3 not not RB cord-018688-gvk9uazp 32 4 carry carry VB cord-018688-gvk9uazp 32 5 out out RP cord-018688-gvk9uazp 32 6 formal formal JJ cord-018688-gvk9uazp 32 7 analysis analysis NN cord-018688-gvk9uazp 32 8 of of IN cord-018688-gvk9uazp 32 9 the the DT cord-018688-gvk9uazp 32 10 information information NN cord-018688-gvk9uazp 32 11 although although IN cord-018688-gvk9uazp 32 12 they -PRON- PRP cord-018688-gvk9uazp 32 13 provide provide VBP cord-018688-gvk9uazp 32 14 some some DT cord-018688-gvk9uazp 32 15 evaluation evaluation NN cord-018688-gvk9uazp 32 16 . . . cord-018688-gvk9uazp 33 1 The the DT cord-018688-gvk9uazp 33 2 Global Global NNP cord-018688-gvk9uazp 33 3 Public Public NNP cord-018688-gvk9uazp 33 4 Health Health NNP cord-018688-gvk9uazp 33 5 Intelligence Intelligence NNP cord-018688-gvk9uazp 33 6 Network Network NNP cord-018688-gvk9uazp 33 7 ( ( -LRB- cord-018688-gvk9uazp 33 8 GPHIN GPHIN NNP cord-018688-gvk9uazp 33 9 ) ) -RRB- cord-018688-gvk9uazp 33 10 is be VBZ cord-018688-gvk9uazp 33 11 a a DT cord-018688-gvk9uazp 33 12 biosurveillance biosurveillance NN cord-018688-gvk9uazp 33 13 system system NN cord-018688-gvk9uazp 33 14 developed develop VBN cord-018688-gvk9uazp 33 15 by by IN cord-018688-gvk9uazp 33 16 Health Health NNP cord-018688-gvk9uazp 33 17 Canada Canada NNP cord-018688-gvk9uazp 33 18 in in IN cord-018688-gvk9uazp 33 19 collaboration collaboration NN cord-018688-gvk9uazp 33 20 with with IN cord-018688-gvk9uazp 33 21 the the DT cord-018688-gvk9uazp 33 22 WHO WHO NNP cord-018688-gvk9uazp 33 23 . . . cord-018688-gvk9uazp 34 1 GPHIN GPHIN NNP cord-018688-gvk9uazp 34 2 receives receive VBZ cord-018688-gvk9uazp 34 3 as as IN cord-018688-gvk9uazp 34 4 input input NN cord-018688-gvk9uazp 34 5 , , , cord-018688-gvk9uazp 34 6 information information NN cord-018688-gvk9uazp 34 7 about about IN cord-018688-gvk9uazp 34 8 disease disease NN cord-018688-gvk9uazp 34 9 outbreaks outbreak NNS cord-018688-gvk9uazp 34 10 arriving arrive VBG cord-018688-gvk9uazp 34 11 from from IN cord-018688-gvk9uazp 34 12 news news NN cord-018688-gvk9uazp 34 13 service service NN cord-018688-gvk9uazp 34 14 items item NNS cord-018688-gvk9uazp 34 15 , , , cord-018688-gvk9uazp 34 16 ProMED ProMED NNS cord-018688-gvk9uazp 34 17 - - HYPH cord-018688-gvk9uazp 34 18 mail mail NN cord-018688-gvk9uazp 34 19 , , , cord-018688-gvk9uazp 34 20 electronic electronic JJ cord-018688-gvk9uazp 34 21 discussion discussion NN cord-018688-gvk9uazp 34 22 groups group NNS cord-018688-gvk9uazp 34 23 and and CC cord-018688-gvk9uazp 34 24 selected select VBN cord-018688-gvk9uazp 34 25 websites website NNS cord-018688-gvk9uazp 34 26 , , , cord-018688-gvk9uazp 34 27 and and CC cord-018688-gvk9uazp 34 28 disseminates disseminate VBZ cord-018688-gvk9uazp 34 29 information information NN cord-018688-gvk9uazp 34 30 to to IN cord-018688-gvk9uazp 34 31 subscribers subscriber NNS cord-018688-gvk9uazp 34 32 using use VBG cord-018688-gvk9uazp 34 33 the the DT cord-018688-gvk9uazp 34 34 following follow VBG cord-018688-gvk9uazp 34 35 decision decision NN cord-018688-gvk9uazp 34 36 algorithm algorithm NN cord-018688-gvk9uazp 34 37 . . . cord-018688-gvk9uazp 35 1 A a DT cord-018688-gvk9uazp 35 2 relevance relevance NN cord-018688-gvk9uazp 35 3 score score NN cord-018688-gvk9uazp 35 4 is be VBZ cord-018688-gvk9uazp 35 5 computed compute VBN cord-018688-gvk9uazp 35 6 for for IN cord-018688-gvk9uazp 35 7 each each DT cord-018688-gvk9uazp 35 8 information information NN cord-018688-gvk9uazp 35 9 item item NN cord-018688-gvk9uazp 35 10 . . . cord-018688-gvk9uazp 36 1 Two two CD cord-018688-gvk9uazp 36 2 thresholds threshold NNS cord-018688-gvk9uazp 36 3 are be VBP cord-018688-gvk9uazp 36 4 determined determine VBN cord-018688-gvk9uazp 36 5 , , , cord-018688-gvk9uazp 36 6 high high JJ cord-018688-gvk9uazp 36 7 and and CC cord-018688-gvk9uazp 36 8 low low JJ cord-018688-gvk9uazp 36 9 . . . cord-018688-gvk9uazp 37 1 If if IN cord-018688-gvk9uazp 37 2 the the DT cord-018688-gvk9uazp 37 3 item item NN cord-018688-gvk9uazp 37 4 relevance relevance NN cord-018688-gvk9uazp 37 5 score score NN cord-018688-gvk9uazp 37 6 is be VBZ cord-018688-gvk9uazp 37 7 greater great JJR cord-018688-gvk9uazp 37 8 than than IN cord-018688-gvk9uazp 37 9 the the DT cord-018688-gvk9uazp 37 10 high high JJ cord-018688-gvk9uazp 37 11 threshold threshold NN cord-018688-gvk9uazp 37 12 , , , cord-018688-gvk9uazp 37 13 then then RB cord-018688-gvk9uazp 37 14 it -PRON- PRP cord-018688-gvk9uazp 37 15 is be VBZ cord-018688-gvk9uazp 37 16 immediately immediately RB cord-018688-gvk9uazp 37 17 disseminated disseminate VBN cord-018688-gvk9uazp 37 18 to to IN cord-018688-gvk9uazp 37 19 subscribers subscriber NNS cord-018688-gvk9uazp 37 20 . . . cord-018688-gvk9uazp 38 1 If if IN cord-018688-gvk9uazp 38 2 the the DT cord-018688-gvk9uazp 38 3 item item NN cord-018688-gvk9uazp 38 4 relevance relevance NN cord-018688-gvk9uazp 38 5 score score NN cord-018688-gvk9uazp 38 6 is be VBZ cord-018688-gvk9uazp 38 7 lower low JJR cord-018688-gvk9uazp 38 8 than than IN cord-018688-gvk9uazp 38 9 the the DT cord-018688-gvk9uazp 38 10 low low JJ cord-018688-gvk9uazp 38 11 threshold threshold NN cord-018688-gvk9uazp 38 12 , , , cord-018688-gvk9uazp 38 13 then then RB cord-018688-gvk9uazp 38 14 it -PRON- PRP cord-018688-gvk9uazp 38 15 is be VBZ cord-018688-gvk9uazp 38 16 automatically automatically RB cord-018688-gvk9uazp 38 17 " " `` cord-018688-gvk9uazp 38 18 trashed trash VBN cord-018688-gvk9uazp 38 19 " " '' cord-018688-gvk9uazp 38 20 . . . cord-018688-gvk9uazp 39 1 Otherwise otherwise RB cord-018688-gvk9uazp 39 2 ( ( -LRB- cord-018688-gvk9uazp 39 3 if if IN cord-018688-gvk9uazp 39 4 the the DT cord-018688-gvk9uazp 39 5 item item NN cord-018688-gvk9uazp 39 6 relevance relevance NN cord-018688-gvk9uazp 39 7 score score NN cord-018688-gvk9uazp 39 8 is be VBZ cord-018688-gvk9uazp 39 9 between between IN cord-018688-gvk9uazp 39 10 the the DT cord-018688-gvk9uazp 39 11 high high JJ cord-018688-gvk9uazp 39 12 and and CC cord-018688-gvk9uazp 39 13 the the DT cord-018688-gvk9uazp 39 14 low low JJ cord-018688-gvk9uazp 39 15 thresholds threshold NNS cord-018688-gvk9uazp 39 16 ) ) -RRB- cord-018688-gvk9uazp 39 17 , , , cord-018688-gvk9uazp 39 18 the the DT cord-018688-gvk9uazp 39 19 item item NN cord-018688-gvk9uazp 39 20 goes go VBZ cord-018688-gvk9uazp 39 21 through through IN cord-018688-gvk9uazp 39 22 human human JJ cord-018688-gvk9uazp 39 23 analysis analysis NN cord-018688-gvk9uazp 39 24 and and CC cord-018688-gvk9uazp 39 25 then then RB cord-018688-gvk9uazp 39 26 disseminated disseminate VBN cord-018688-gvk9uazp 39 27 to to IN cord-018688-gvk9uazp 39 28 subscribers subscriber NNS cord-018688-gvk9uazp 39 29 [ [ -LRB- cord-018688-gvk9uazp 39 30 23 23 CD cord-018688-gvk9uazp 39 31 ] ] -RRB- cord-018688-gvk9uazp 39 32 . . . cord-018688-gvk9uazp 40 1 A a DT cord-018688-gvk9uazp 40 2 prominent prominent JJ cord-018688-gvk9uazp 40 3 limitation limitation NN cord-018688-gvk9uazp 40 4 of of IN cord-018688-gvk9uazp 40 5 GPHIN GPHIN NNP cord-018688-gvk9uazp 40 6 efficiency efficiency NN cord-018688-gvk9uazp 40 7 is be VBZ cord-018688-gvk9uazp 40 8 its -PRON- PRP$ cord-018688-gvk9uazp 40 9 reliance reliance NN cord-018688-gvk9uazp 40 10 on on IN cord-018688-gvk9uazp 40 11 the the DT cord-018688-gvk9uazp 40 12 time time NN cord-018688-gvk9uazp 40 13 in in IN cord-018688-gvk9uazp 40 14 which which WDT cord-018688-gvk9uazp 40 15 information information NN cord-018688-gvk9uazp 40 16 about about IN cord-018688-gvk9uazp 40 17 an an DT cord-018688-gvk9uazp 40 18 outbreak outbreak NN cord-018688-gvk9uazp 40 19 or or CC cord-018688-gvk9uazp 40 20 other other JJ cord-018688-gvk9uazp 40 21 event event NN cord-018688-gvk9uazp 40 22 if if IN cord-018688-gvk9uazp 40 23 published publish VBN cord-018688-gvk9uazp 40 24 in in IN cord-018688-gvk9uazp 40 25 one one CD cord-018688-gvk9uazp 40 26 of of IN cord-018688-gvk9uazp 40 27 GPHIN GPHIN NNP cord-018688-gvk9uazp 40 28 data datum NNS cord-018688-gvk9uazp 40 29 sources source NNS cord-018688-gvk9uazp 40 30 . . . cord-018688-gvk9uazp 41 1 Nevertheless nevertheless RB cord-018688-gvk9uazp 41 2 , , , cord-018688-gvk9uazp 41 3 GPHIN GPHIN NNP cord-018688-gvk9uazp 41 4 is be VBZ cord-018688-gvk9uazp 41 5 considered consider VBN cord-018688-gvk9uazp 41 6 efficient efficient JJ cord-018688-gvk9uazp 41 7 in in IN cord-018688-gvk9uazp 41 8 providing provide VBG cord-018688-gvk9uazp 41 9 earlier early JJR cord-018688-gvk9uazp 41 10 warning warning NN cord-018688-gvk9uazp 41 11 of of IN cord-018688-gvk9uazp 41 12 events event NNS cord-018688-gvk9uazp 41 13 of of IN cord-018688-gvk9uazp 41 14 interest interest NN cord-018688-gvk9uazp 41 15 to to IN cord-018688-gvk9uazp 41 16 the the DT cord-018688-gvk9uazp 41 17 international international JJ cord-018688-gvk9uazp 41 18 community community NN cord-018688-gvk9uazp 41 19 compared compare VBN cord-018688-gvk9uazp 41 20 with with IN cord-018688-gvk9uazp 41 21 other other JJ cord-018688-gvk9uazp 41 22 systems system NNS cord-018688-gvk9uazp 41 23 , , , cord-018688-gvk9uazp 41 24 as as IN cord-018688-gvk9uazp 41 25 56 56 CD cord-018688-gvk9uazp 41 26 % % NN cord-018688-gvk9uazp 41 27 of of IN cord-018688-gvk9uazp 41 28 the the DT cord-018688-gvk9uazp 41 29 578 578 CD cord-018688-gvk9uazp 41 30 outbreaks outbreak NNS cord-018688-gvk9uazp 41 31 verified verify VBN cord-018688-gvk9uazp 41 32 by by IN cord-018688-gvk9uazp 41 33 WHO WHO NNP cord-018688-gvk9uazp 41 34 between between IN cord-018688-gvk9uazp 41 35 July July NNP cord-018688-gvk9uazp 41 36 1998 1998 CD cord-018688-gvk9uazp 41 37 and and CC cord-018688-gvk9uazp 41 38 August August NNP cord-018688-gvk9uazp 41 39 2001 2001 CD cord-018688-gvk9uazp 41 40 were be VBD cord-018688-gvk9uazp 41 41 initially initially RB cord-018688-gvk9uazp 41 42 picked pick VBN cord-018688-gvk9uazp 41 43 up up RP cord-018688-gvk9uazp 41 44 by by IN cord-018688-gvk9uazp 41 45 GPHIN GPHIN NNP cord-018688-gvk9uazp 41 46 [ [ -LRB- cord-018688-gvk9uazp 41 47 23 23 CD cord-018688-gvk9uazp 41 48 ] ] -RRB- cord-018688-gvk9uazp 41 49 . . . cord-018688-gvk9uazp 42 1 HealthMap HealthMap NNP cord-018688-gvk9uazp 42 2 is be VBZ cord-018688-gvk9uazp 42 3 a a DT cord-018688-gvk9uazp 42 4 freely freely RB cord-018688-gvk9uazp 42 5 accessible accessible JJ cord-018688-gvk9uazp 42 6 automated automate VBN cord-018688-gvk9uazp 42 7 electronic electronic JJ cord-018688-gvk9uazp 42 8 information information NN cord-018688-gvk9uazp 42 9 system system NN cord-018688-gvk9uazp 42 10 aimed aim VBN cord-018688-gvk9uazp 42 11 at at IN cord-018688-gvk9uazp 42 12 facilitating facilitate VBG cord-018688-gvk9uazp 42 13 knowledge knowledge NN cord-018688-gvk9uazp 42 14 management management NN cord-018688-gvk9uazp 42 15 and and CC cord-018688-gvk9uazp 42 16 early early JJ cord-018688-gvk9uazp 42 17 detection detection NN cord-018688-gvk9uazp 42 18 of of IN cord-018688-gvk9uazp 42 19 infectious infectious JJ cord-018688-gvk9uazp 42 20 disease disease NN cord-018688-gvk9uazp 42 21 outbreaks outbreak NNS cord-018688-gvk9uazp 42 22 by by IN cord-018688-gvk9uazp 42 23 aggregating aggregate VBG cord-018688-gvk9uazp 42 24 , , , cord-018688-gvk9uazp 42 25 extracting extract VBG cord-018688-gvk9uazp 42 26 , , , cord-018688-gvk9uazp 42 27 categorizing categorize VBG cord-018688-gvk9uazp 42 28 , , , cord-018688-gvk9uazp 42 29 filtering filter VBG cord-018688-gvk9uazp 42 30 and and CC cord-018688-gvk9uazp 42 31 integrating integrate VBG cord-018688-gvk9uazp 42 32 reports report NNS cord-018688-gvk9uazp 42 33 on on IN cord-018688-gvk9uazp 42 34 new new JJ cord-018688-gvk9uazp 42 35 and and CC cord-018688-gvk9uazp 42 36 ongoing ongoing JJ cord-018688-gvk9uazp 42 37 infectious infectious JJ cord-018688-gvk9uazp 42 38 disease disease NN cord-018688-gvk9uazp 42 39 outbreaks outbreak NNS cord-018688-gvk9uazp 42 40 . . . cord-018688-gvk9uazp 43 1 Data datum NNS cord-018688-gvk9uazp 43 2 on on IN cord-018688-gvk9uazp 43 3 outbreaks outbreak NNS cord-018688-gvk9uazp 43 4 are be VBP cord-018688-gvk9uazp 43 5 organized organize VBN cord-018688-gvk9uazp 43 6 according accord VBG cord-018688-gvk9uazp 43 7 to to IN cord-018688-gvk9uazp 43 8 geography geography NN cord-018688-gvk9uazp 43 9 , , , cord-018688-gvk9uazp 43 10 time time NN cord-018688-gvk9uazp 43 11 , , , cord-018688-gvk9uazp 43 12 and and CC cord-018688-gvk9uazp 43 13 infectious infectious JJ cord-018688-gvk9uazp 43 14 disease disease NN cord-018688-gvk9uazp 43 15 agent agent NN cord-018688-gvk9uazp 43 16 [ [ -LRB- cord-018688-gvk9uazp 43 17 5 5 CD cord-018688-gvk9uazp 43 18 ] ] -RRB- cord-018688-gvk9uazp 43 19 . . . cord-018688-gvk9uazp 44 1 HealthMap HealthMap NNP cord-018688-gvk9uazp 44 2 receives receive VBZ cord-018688-gvk9uazp 44 3 as as IN cord-018688-gvk9uazp 44 4 input input NN cord-018688-gvk9uazp 44 5 reports report NNS cord-018688-gvk9uazp 44 6 received receive VBN cord-018688-gvk9uazp 44 7 from from IN cord-018688-gvk9uazp 44 8 variety variety NN cord-018688-gvk9uazp 44 9 of of IN cord-018688-gvk9uazp 44 10 electronic electronic JJ cord-018688-gvk9uazp 44 11 sources source NNS cord-018688-gvk9uazp 44 12 , , , cord-018688-gvk9uazp 44 13 including include VBG cord-018688-gvk9uazp 44 14 online online JJ cord-018688-gvk9uazp 44 15 news news NN cord-018688-gvk9uazp 44 16 sources source NNS cord-018688-gvk9uazp 44 17 aggregated aggregate VBN cord-018688-gvk9uazp 44 18 in in IN cord-018688-gvk9uazp 44 19 websites website NNS cord-018688-gvk9uazp 44 20 such such JJ cord-018688-gvk9uazp 44 21 as as IN cord-018688-gvk9uazp 44 22 Google Google NNP cord-018688-gvk9uazp 44 23 News News NNP cord-018688-gvk9uazp 44 24 , , , cord-018688-gvk9uazp 44 25 reporting report VBG cord-018688-gvk9uazp 44 26 systems system NNS cord-018688-gvk9uazp 44 27 such such JJ cord-018688-gvk9uazp 44 28 as as IN cord-018688-gvk9uazp 44 29 ProMED ProMED NNS cord-018688-gvk9uazp 44 30 - - : cord-018688-gvk9uazp 44 31 mail mail NN cord-018688-gvk9uazp 44 32 , , , cord-018688-gvk9uazp 44 33 and and CC cord-018688-gvk9uazp 44 34 validated validate VBD cord-018688-gvk9uazp 44 35 official official JJ cord-018688-gvk9uazp 44 36 reports report NNS cord-018688-gvk9uazp 44 37 received receive VBN cord-018688-gvk9uazp 44 38 from from IN cord-018688-gvk9uazp 44 39 organizations organization NNS cord-018688-gvk9uazp 44 40 such such JJ cord-018688-gvk9uazp 44 41 as as IN cord-018688-gvk9uazp 44 42 the the DT cord-018688-gvk9uazp 44 43 WHO WHO NNP cord-018688-gvk9uazp 44 44 [ [ -LRB- cord-018688-gvk9uazp 44 45 5 5 CD cord-018688-gvk9uazp 44 46 , , , cord-018688-gvk9uazp 44 47 11 11 CD cord-018688-gvk9uazp 44 48 ] ] -RRB- cord-018688-gvk9uazp 44 49 . . . cord-018688-gvk9uazp 45 1 An an DT cord-018688-gvk9uazp 45 2 internet internet NN cord-018688-gvk9uazp 45 3 search search NN cord-018688-gvk9uazp 45 4 is be VBZ cord-018688-gvk9uazp 45 5 performed perform VBN cord-018688-gvk9uazp 45 6 by by IN cord-018688-gvk9uazp 45 7 HealthMap HealthMap NNP cord-018688-gvk9uazp 45 8 every every DT cord-018688-gvk9uazp 45 9 hour hour NN cord-018688-gvk9uazp 45 10 , , , cord-018688-gvk9uazp 45 11 24 24 CD cord-018688-gvk9uazp 45 12 h h NN cord-018688-gvk9uazp 45 13 a a DT cord-018688-gvk9uazp 45 14 day day NN cord-018688-gvk9uazp 45 15 , , , cord-018688-gvk9uazp 45 16 in in IN cord-018688-gvk9uazp 45 17 order order NN cord-018688-gvk9uazp 45 18 to to TO cord-018688-gvk9uazp 45 19 obtain obtain VB cord-018688-gvk9uazp 45 20 the the DT cord-018688-gvk9uazp 45 21 required require VBN cord-018688-gvk9uazp 45 22 information information NN cord-018688-gvk9uazp 45 23 . . . cord-018688-gvk9uazp 46 1 Search search NN cord-018688-gvk9uazp 46 2 criteria criterion NNS cord-018688-gvk9uazp 46 3 include include VBP cord-018688-gvk9uazp 46 4 disease disease NN cord-018688-gvk9uazp 46 5 name name NN cord-018688-gvk9uazp 46 6 ( ( -LRB- cord-018688-gvk9uazp 46 7 scientific scientific JJ cord-018688-gvk9uazp 46 8 and and CC cord-018688-gvk9uazp 46 9 common common JJ cord-018688-gvk9uazp 46 10 ) ) -RRB- cord-018688-gvk9uazp 46 11 , , , cord-018688-gvk9uazp 46 12 symptoms symptom NNS cord-018688-gvk9uazp 46 13 , , , cord-018688-gvk9uazp 46 14 keywords keyword NNS cord-018688-gvk9uazp 46 15 , , , cord-018688-gvk9uazp 46 16 and and CC cord-018688-gvk9uazp 46 17 phrases phrase NNS cord-018688-gvk9uazp 46 18 . . . cord-018688-gvk9uazp 47 1 After after IN cord-018688-gvk9uazp 47 2 collecting collect VBG cord-018688-gvk9uazp 47 3 the the DT cord-018688-gvk9uazp 47 4 reports report NNS cord-018688-gvk9uazp 47 5 , , , cord-018688-gvk9uazp 47 6 HealthMap HealthMap NNP cord-018688-gvk9uazp 47 7 uses use VBZ cord-018688-gvk9uazp 47 8 text text NN cord-018688-gvk9uazp 47 9 mining mining NN cord-018688-gvk9uazp 47 10 algorithms algorithm NNS cord-018688-gvk9uazp 47 11 in in IN cord-018688-gvk9uazp 47 12 order order NN cord-018688-gvk9uazp 47 13 to to TO cord-018688-gvk9uazp 47 14 characterize characterize VB cord-018688-gvk9uazp 47 15 the the DT cord-018688-gvk9uazp 47 16 reports report NNS cord-018688-gvk9uazp 47 17 . . . cord-018688-gvk9uazp 48 1 Characterization characterization NN cord-018688-gvk9uazp 48 2 includes include VBZ cord-018688-gvk9uazp 48 3 the the DT cord-018688-gvk9uazp 48 4 following follow VBG cord-018688-gvk9uazp 48 5 stages stage NNS cord-018688-gvk9uazp 48 6 : : : cord-018688-gvk9uazp 49 1 ( ( -LRB- cord-018688-gvk9uazp 49 2 1 1 LS cord-018688-gvk9uazp 49 3 ) ) -RRB- cord-018688-gvk9uazp 49 4 Categorization categorization NN cord-018688-gvk9uazp 49 5 : : : cord-018688-gvk9uazp 49 6 reports report NNS cord-018688-gvk9uazp 49 7 are be VBP cord-018688-gvk9uazp 49 8 categorized categorize VBN cord-018688-gvk9uazp 49 9 according accord VBG cord-018688-gvk9uazp 49 10 to to IN cord-018688-gvk9uazp 49 11 disease disease NN cord-018688-gvk9uazp 49 12 and and CC cord-018688-gvk9uazp 49 13 location location NN cord-018688-gvk9uazp 49 14 and and CC cord-018688-gvk9uazp 49 15 relevance relevance NN cord-018688-gvk9uazp 49 16 is be VBZ cord-018688-gvk9uazp 49 17 determined determine VBN cord-018688-gvk9uazp 49 18 . . . cord-018688-gvk9uazp 50 1 ( ( -LRB- cord-018688-gvk9uazp 50 2 2 2 LS cord-018688-gvk9uazp 50 3 ) ) -RRB- cord-018688-gvk9uazp 50 4 Clustering clustering NN cord-018688-gvk9uazp 50 5 : : : cord-018688-gvk9uazp 50 6 similar similar JJ cord-018688-gvk9uazp 50 7 reports report NNS cord-018688-gvk9uazp 50 8 are be VBP cord-018688-gvk9uazp 50 9 grouped group VBN cord-018688-gvk9uazp 50 10 together together RB cord-018688-gvk9uazp 50 11 and and CC cord-018688-gvk9uazp 50 12 exact exact JJ cord-018688-gvk9uazp 50 13 duplicates duplicate NNS cord-018688-gvk9uazp 50 14 are be VBP cord-018688-gvk9uazp 50 15 removed remove VBN cord-018688-gvk9uazp 50 16 . . . cord-018688-gvk9uazp 51 1 Clustering clustering NN cord-018688-gvk9uazp 51 2 is be VBZ cord-018688-gvk9uazp 51 3 performed perform VBN cord-018688-gvk9uazp 51 4 based base VBN cord-018688-gvk9uazp 51 5 on on IN cord-018688-gvk9uazp 51 6 similarity similarity NN cord-018688-gvk9uazp 51 7 of of IN cord-018688-gvk9uazp 51 8 the the DT cord-018688-gvk9uazp 51 9 report report NN cord-018688-gvk9uazp 51 10 's 's POS cord-018688-gvk9uazp 51 11 headline headline NN cord-018688-gvk9uazp 51 12 , , , cord-018688-gvk9uazp 51 13 body body NN cord-018688-gvk9uazp 51 14 text text NN cord-018688-gvk9uazp 51 15 , , , cord-018688-gvk9uazp 51 16 and and CC cord-018688-gvk9uazp 51 17 disease disease NN cord-018688-gvk9uazp 51 18 and and CC cord-018688-gvk9uazp 51 19 location location NN cord-018688-gvk9uazp 51 20 categories category NNS cord-018688-gvk9uazp 51 21 . . . cord-018688-gvk9uazp 52 1 ( ( -LRB- cord-018688-gvk9uazp 52 2 3 3 LS cord-018688-gvk9uazp 52 3 ) ) -RRB- cord-018688-gvk9uazp 52 4 Filtering filtering NN cord-018688-gvk9uazp 52 5 : : : cord-018688-gvk9uazp 52 6 reports report NNS cord-018688-gvk9uazp 52 7 are be VBP cord-018688-gvk9uazp 52 8 reviewed review VBN cord-018688-gvk9uazp 52 9 and and CC cord-018688-gvk9uazp 52 10 corrected correct VBN cord-018688-gvk9uazp 52 11 by by IN cord-018688-gvk9uazp 52 12 an an DT cord-018688-gvk9uazp 52 13 analyst analyst NN cord-018688-gvk9uazp 52 14 , , , cord-018688-gvk9uazp 52 15 and and CC cord-018688-gvk9uazp 52 16 then then RB cord-018688-gvk9uazp 52 17 filtered filter VBD cord-018688-gvk9uazp 52 18 into into IN cord-018688-gvk9uazp 52 19 five five CD cord-018688-gvk9uazp 52 20 categories category NNS cord-018688-gvk9uazp 52 21 -breaking -breaking : cord-018688-gvk9uazp 52 22 news news NN cord-018688-gvk9uazp 52 23 , , , cord-018688-gvk9uazp 52 24 warning warning NN cord-018688-gvk9uazp 52 25 , , , cord-018688-gvk9uazp 52 26 old old JJ cord-018688-gvk9uazp 52 27 news news NN cord-018688-gvk9uazp 52 28 , , , cord-018688-gvk9uazp 52 29 context context NN cord-018688-gvk9uazp 52 30 , , , cord-018688-gvk9uazp 52 31 and and CC cord-018688-gvk9uazp 52 32 not not RB cord-018688-gvk9uazp 52 33 disease disease NN cord-018688-gvk9uazp 52 34 related relate VBN cord-018688-gvk9uazp 52 35 . . . cord-018688-gvk9uazp 53 1 In in IN cord-018688-gvk9uazp 53 2 order order NN cord-018688-gvk9uazp 53 3 to to TO cord-018688-gvk9uazp 53 4 reduce reduce VB cord-018688-gvk9uazp 53 5 information information NN cord-018688-gvk9uazp 53 6 overload overload NN cord-018688-gvk9uazp 53 7 and and CC cord-018688-gvk9uazp 53 8 to to TO cord-018688-gvk9uazp 53 9 focus focus VB cord-018688-gvk9uazp 53 10 on on IN cord-018688-gvk9uazp 53 11 disseminating disseminate VBG cord-018688-gvk9uazp 53 12 information information NN cord-018688-gvk9uazp 53 13 regarding regard VBG cord-018688-gvk9uazp 53 14 outbreaks outbreak NNS cord-018688-gvk9uazp 53 15 of of IN cord-018688-gvk9uazp 53 16 high high JJ cord-018688-gvk9uazp 53 17 impact impact NN cord-018688-gvk9uazp 53 18 , , , cord-018688-gvk9uazp 53 19 only only RB cord-018688-gvk9uazp 53 20 reports report NNS cord-018688-gvk9uazp 53 21 classified classify VBN cord-018688-gvk9uazp 53 22 as as IN cord-018688-gvk9uazp 53 23 breaking break VBG cord-018688-gvk9uazp 53 24 news news NN cord-018688-gvk9uazp 53 25 are be VBP cord-018688-gvk9uazp 53 26 overlaid overlay VBN cord-018688-gvk9uazp 53 27 on on IN cord-018688-gvk9uazp 53 28 an an DT cord-018688-gvk9uazp 53 29 interactive interactive JJ cord-018688-gvk9uazp 53 30 geographic geographic JJ cord-018688-gvk9uazp 53 31 map map NN cord-018688-gvk9uazp 53 32 located locate VBN cord-018688-gvk9uazp 53 33 on on IN cord-018688-gvk9uazp 53 34 HealthMap HealthMap NNP cord-018688-gvk9uazp 53 35 site site NN cord-018688-gvk9uazp 53 36 [ [ -LRB- cord-018688-gvk9uazp 53 37 5 5 CD cord-018688-gvk9uazp 53 38 ] ] -RRB- cord-018688-gvk9uazp 53 39 . . . cord-018688-gvk9uazp 54 1 Among among IN cord-018688-gvk9uazp 54 2 the the DT cord-018688-gvk9uazp 54 3 users user NNS cord-018688-gvk9uazp 54 4 of of IN cord-018688-gvk9uazp 54 5 HealthMap HealthMap NNP cord-018688-gvk9uazp 54 6 are be VBP cord-018688-gvk9uazp 54 7 the the DT cord-018688-gvk9uazp 54 8 WHO WHO NNP cord-018688-gvk9uazp 54 9 , , , cord-018688-gvk9uazp 54 10 the the DT cord-018688-gvk9uazp 54 11 US US NNP cord-018688-gvk9uazp 54 12 Centers Centers NNPS cord-018688-gvk9uazp 54 13 for for IN cord-018688-gvk9uazp 54 14 Disease Disease NNP cord-018688-gvk9uazp 54 15 Control Control NNP cord-018688-gvk9uazp 54 16 and and CC cord-018688-gvk9uazp 54 17 Prevention Prevention NNP cord-018688-gvk9uazp 54 18 , , , cord-018688-gvk9uazp 54 19 and and CC cord-018688-gvk9uazp 54 20 the the DT cord-018688-gvk9uazp 54 21 European European NNP cord-018688-gvk9uazp 54 22 Center Center NNP cord-018688-gvk9uazp 54 23 for for IN cord-018688-gvk9uazp 54 24 Disease Disease NNP cord-018688-gvk9uazp 54 25 Prevention Prevention NNP cord-018688-gvk9uazp 54 26 and and CC cord-018688-gvk9uazp 54 27 Control Control NNP cord-018688-gvk9uazp 54 28 , , , cord-018688-gvk9uazp 54 29 which which WDT cord-018688-gvk9uazp 54 30 use use VBP cord-018688-gvk9uazp 54 31 its -PRON- PRP$ cord-018688-gvk9uazp 54 32 information information NN cord-018688-gvk9uazp 54 33 for for IN cord-018688-gvk9uazp 54 34 surveillance surveillance NN cord-018688-gvk9uazp 54 35 activities activity NNS cord-018688-gvk9uazp 54 36 [ [ -LRB- cord-018688-gvk9uazp 54 37 5 5 CD cord-018688-gvk9uazp 54 38 , , , cord-018688-gvk9uazp 54 39 11 11 CD cord-018688-gvk9uazp 54 40 ] ] -RRB- cord-018688-gvk9uazp 54 41 . . . cord-018688-gvk9uazp 55 1 Medical Medical NNP cord-018688-gvk9uazp 55 2 Information Information NNP cord-018688-gvk9uazp 55 3 System System NNP cord-018688-gvk9uazp 55 4 ( ( -LRB- cord-018688-gvk9uazp 55 5 MedISys MedISys NNP cord-018688-gvk9uazp 55 6 ) ) -RRB- cord-018688-gvk9uazp 55 7 is be VBZ cord-018688-gvk9uazp 55 8 an an DT cord-018688-gvk9uazp 55 9 informal informal JJ cord-018688-gvk9uazp 55 10 automatic automatic JJ cord-018688-gvk9uazp 55 11 public public JJ cord-018688-gvk9uazp 55 12 health health NN cord-018688-gvk9uazp 55 13 surveillance surveillance NN cord-018688-gvk9uazp 55 14 system system NN cord-018688-gvk9uazp 55 15 . . . cord-018688-gvk9uazp 56 1 MedISys MedISys NNP cord-018688-gvk9uazp 56 2 is be VBZ cord-018688-gvk9uazp 56 3 designed design VBN cord-018688-gvk9uazp 56 4 and and CC cord-018688-gvk9uazp 56 5 operated operate VBN cord-018688-gvk9uazp 56 6 by by IN cord-018688-gvk9uazp 56 7 the the DT cord-018688-gvk9uazp 56 8 Joint Joint NNP cord-018688-gvk9uazp 56 9 Research Research NNP cord-018688-gvk9uazp 56 10 Center Center NNP cord-018688-gvk9uazp 56 11 ( ( -LRB- cord-018688-gvk9uazp 56 12 JRC JRC NNP cord-018688-gvk9uazp 56 13 ) ) -RRB- cord-018688-gvk9uazp 56 14 of of IN cord-018688-gvk9uazp 56 15 the the DT cord-018688-gvk9uazp 56 16 European European NNP cord-018688-gvk9uazp 56 17 Commission Commission NNP cord-018688-gvk9uazp 56 18 , , , cord-018688-gvk9uazp 56 19 in in IN cord-018688-gvk9uazp 56 20 cooperation cooperation NN cord-018688-gvk9uazp 56 21 with with IN cord-018688-gvk9uazp 56 22 the the DT cord-018688-gvk9uazp 56 23 Health Health NNP cord-018688-gvk9uazp 56 24 Threat Threat NNP cord-018688-gvk9uazp 56 25 Unit Unit NNP cord-018688-gvk9uazp 56 26 at at IN cord-018688-gvk9uazp 56 27 the the DT cord-018688-gvk9uazp 56 28 European European NNP cord-018688-gvk9uazp 56 29 Union Union NNP cord-018688-gvk9uazp 56 30 Directorate Directorate NNP cord-018688-gvk9uazp 56 31 General General NNP cord-018688-gvk9uazp 56 32 for for IN cord-018688-gvk9uazp 56 33 Health Health NNP cord-018688-gvk9uazp 56 34 and and CC cord-018688-gvk9uazp 56 35 Consumer Consumer NNP cord-018688-gvk9uazp 56 36 Affairs Affairs NNPS cord-018688-gvk9uazp 56 37 and and CC cord-018688-gvk9uazp 56 38 the the DT cord-018688-gvk9uazp 56 39 University University NNP cord-018688-gvk9uazp 56 40 of of IN cord-018688-gvk9uazp 56 41 Helsinki Helsinki NNP cord-018688-gvk9uazp 56 42 . . . cord-018688-gvk9uazp 57 1 MedISys MedISys NNP cord-018688-gvk9uazp 57 2 collects collect VBZ cord-018688-gvk9uazp 57 3 its -PRON- PRP$ cord-018688-gvk9uazp 57 4 information information NN cord-018688-gvk9uazp 57 5 from from IN cord-018688-gvk9uazp 57 6 open open JJ cord-018688-gvk9uazp 57 7 - - HYPH cord-018688-gvk9uazp 57 8 source source NN cord-018688-gvk9uazp 57 9 news news NN cord-018688-gvk9uazp 57 10 media medium NNS cord-018688-gvk9uazp 57 11 , , , cord-018688-gvk9uazp 57 12 mainly mainly RB cord-018688-gvk9uazp 57 13 articles article NNS cord-018688-gvk9uazp 57 14 from from IN cord-018688-gvk9uazp 57 15 news news NN cord-018688-gvk9uazp 57 16 pages page NNS cord-018688-gvk9uazp 57 17 . . . cord-018688-gvk9uazp 58 1 MedISys MedISys NNP cord-018688-gvk9uazp 58 2 categorizes categorize VBZ cord-018688-gvk9uazp 58 3 the the DT cord-018688-gvk9uazp 58 4 collected collect VBN cord-018688-gvk9uazp 58 5 information information NN cord-018688-gvk9uazp 58 6 according accord VBG cord-018688-gvk9uazp 58 7 to to IN cord-018688-gvk9uazp 58 8 predefined predefined JJ cord-018688-gvk9uazp 58 9 categories category NNS cord-018688-gvk9uazp 58 10 and and CC cord-018688-gvk9uazp 58 11 disseminates disseminate VBZ cord-018688-gvk9uazp 58 12 it -PRON- PRP cord-018688-gvk9uazp 58 13 to to IN cord-018688-gvk9uazp 58 14 subscribed subscribe VBN cord-018688-gvk9uazp 58 15 users user NNS cord-018688-gvk9uazp 58 16 by by IN cord-018688-gvk9uazp 58 17 e e NN cord-018688-gvk9uazp 58 18 - - NN cord-018688-gvk9uazp 58 19 mail mail NN cord-018688-gvk9uazp 58 20 . . . cord-018688-gvk9uazp 59 1 The the DT cord-018688-gvk9uazp 59 2 system system NN cord-018688-gvk9uazp 59 3 also also RB cord-018688-gvk9uazp 59 4 provides provide VBZ cord-018688-gvk9uazp 59 5 its -PRON- PRP$ cord-018688-gvk9uazp 59 6 user user NN cord-018688-gvk9uazp 59 7 with with IN cord-018688-gvk9uazp 59 8 features feature NNS cord-018688-gvk9uazp 59 9 and and CC cord-018688-gvk9uazp 59 10 statistics statistic NNS cord-018688-gvk9uazp 59 11 available available JJ cord-018688-gvk9uazp 59 12 on on IN cord-018688-gvk9uazp 59 13 its -PRON- PRP$ cord-018688-gvk9uazp 59 14 website website NN cord-018688-gvk9uazp 59 15 , , , cord-018688-gvk9uazp 59 16 including include VBG cord-018688-gvk9uazp 59 17 a a DT cord-018688-gvk9uazp 59 18 world world NN cord-018688-gvk9uazp 59 19 map map NN cord-018688-gvk9uazp 59 20 in in IN cord-018688-gvk9uazp 59 21 which which WDT cord-018688-gvk9uazp 59 22 event event NN cord-018688-gvk9uazp 59 23 locations location NNS cord-018688-gvk9uazp 59 24 are be VBP cord-018688-gvk9uazp 59 25 highlighted highlight VBN cord-018688-gvk9uazp 59 26 , , , cord-018688-gvk9uazp 59 27 aggregated aggregated JJ cord-018688-gvk9uazp 59 28 news news NN cord-018688-gvk9uazp 59 29 count count NN cord-018688-gvk9uazp 59 30 per per IN cord-018688-gvk9uazp 59 31 each each DT cord-018688-gvk9uazp 59 32 geographic geographic JJ cord-018688-gvk9uazp 59 33 location location NN cord-018688-gvk9uazp 59 34 presented present VBN cord-018688-gvk9uazp 59 35 on on IN cord-018688-gvk9uazp 59 36 graphs graph NNS cord-018688-gvk9uazp 59 37 , , , cord-018688-gvk9uazp 59 38 and and CC cord-018688-gvk9uazp 60 1 the the DT cord-018688-gvk9uazp 60 2 most most RBS cord-018688-gvk9uazp 60 3 significant significant JJ cord-018688-gvk9uazp 60 4 event event NN cord-018688-gvk9uazp 60 5 location location NN cord-018688-gvk9uazp 60 6 for for IN cord-018688-gvk9uazp 60 7 the the DT cord-018688-gvk9uazp 60 8 last last JJ cord-018688-gvk9uazp 60 9 25 25 CD cord-018688-gvk9uazp 60 10 h. h. NN cord-018688-gvk9uazp 60 11 MedISys MedISys NNP cord-018688-gvk9uazp 60 12 is be VBZ cord-018688-gvk9uazp 60 13 available available JJ cord-018688-gvk9uazp 60 14 in in IN cord-018688-gvk9uazp 60 15 26 26 CD cord-018688-gvk9uazp 60 16 languages language NNS cord-018688-gvk9uazp 60 17 ( ( -LRB- cord-018688-gvk9uazp 60 18 the the DT cord-018688-gvk9uazp 60 19 system system NN cord-018688-gvk9uazp 60 20 collects collect VBZ cord-018688-gvk9uazp 60 21 information information NN cord-018688-gvk9uazp 60 22 in in IN cord-018688-gvk9uazp 60 23 45 45 CD cord-018688-gvk9uazp 60 24 languages language NNS cord-018688-gvk9uazp 60 25 , , , cord-018688-gvk9uazp 60 26 but but CC cord-018688-gvk9uazp 60 27 the the DT cord-018688-gvk9uazp 60 28 website website NN cord-018688-gvk9uazp 60 29 is be VBZ cord-018688-gvk9uazp 60 30 available available JJ cord-018688-gvk9uazp 60 31 in in IN cord-018688-gvk9uazp 60 32 26 26 CD cord-018688-gvk9uazp 60 33 languages language NNS cord-018688-gvk9uazp 60 34 ) ) -RRB- cord-018688-gvk9uazp 60 35 . . . cord-018688-gvk9uazp 61 1 Users user NNS cord-018688-gvk9uazp 61 2 can can MD cord-018688-gvk9uazp 61 3 filter filter VB cord-018688-gvk9uazp 61 4 the the DT cord-018688-gvk9uazp 61 5 information information NN cord-018688-gvk9uazp 61 6 according accord VBG cord-018688-gvk9uazp 61 7 to to IN cord-018688-gvk9uazp 61 8 language language NN cord-018688-gvk9uazp 61 9 , , , cord-018688-gvk9uazp 61 10 disease disease NN cord-018688-gvk9uazp 61 11 and and CC cord-018688-gvk9uazp 61 12 location location NN cord-018688-gvk9uazp 61 13 , , , cord-018688-gvk9uazp 61 14 as as RB cord-018688-gvk9uazp 61 15 well well RB cord-018688-gvk9uazp 61 16 as as IN cord-018688-gvk9uazp 61 17 by by IN cord-018688-gvk9uazp 61 18 outbreaks outbreak NNS cord-018688-gvk9uazp 61 19 , , , cord-018688-gvk9uazp 61 20 treatments treatment NNS cord-018688-gvk9uazp 61 21 and and CC cord-018688-gvk9uazp 61 22 legislations legislation NNS cord-018688-gvk9uazp 61 23 . . . cord-018688-gvk9uazp 62 1 MedISys MedISys NNP cord-018688-gvk9uazp 62 2 users user NNS cord-018688-gvk9uazp 62 3 can can MD cord-018688-gvk9uazp 62 4 also also RB cord-018688-gvk9uazp 62 5 select select VB cord-018688-gvk9uazp 62 6 articles article NNS cord-018688-gvk9uazp 62 7 into into IN cord-018688-gvk9uazp 62 8 predefined predefined JJ cord-018688-gvk9uazp 62 9 categories category NNS cord-018688-gvk9uazp 62 10 , , , cord-018688-gvk9uazp 62 11 add add VB cord-018688-gvk9uazp 62 12 comments comment NNS cord-018688-gvk9uazp 62 13 to to IN cord-018688-gvk9uazp 62 14 these these DT cord-018688-gvk9uazp 62 15 articles article NNS cord-018688-gvk9uazp 62 16 , , , cord-018688-gvk9uazp 62 17 add add VB cord-018688-gvk9uazp 62 18 information information NN cord-018688-gvk9uazp 62 19 , , , cord-018688-gvk9uazp 62 20 and and CC cord-018688-gvk9uazp 62 21 disseminate disseminate VB cord-018688-gvk9uazp 62 22 them -PRON- PRP cord-018688-gvk9uazp 62 23 to to IN cord-018688-gvk9uazp 62 24 user user NN cord-018688-gvk9uazp 62 25 - - HYPH cord-018688-gvk9uazp 62 26 defined define VBN cord-018688-gvk9uazp 62 27 groups group NNS cord-018688-gvk9uazp 62 28 [ [ -LRB- cord-018688-gvk9uazp 62 29 12 12 CD cord-018688-gvk9uazp 62 30 ] ] -RRB- cord-018688-gvk9uazp 62 31 . . . cord-018688-gvk9uazp 63 1 Argus Argus NNP cord-018688-gvk9uazp 63 2 is be VBZ cord-018688-gvk9uazp 63 3 an an DT cord-018688-gvk9uazp 63 4 informal informal JJ cord-018688-gvk9uazp 63 5 biosurveillance biosurveillance NN cord-018688-gvk9uazp 63 6 system system NN cord-018688-gvk9uazp 63 7 aimed aim VBN cord-018688-gvk9uazp 63 8 at at IN cord-018688-gvk9uazp 63 9 detecting detect VBG cord-018688-gvk9uazp 63 10 and and CC cord-018688-gvk9uazp 63 11 monitoring monitor VBG cord-018688-gvk9uazp 63 12 biological biological JJ cord-018688-gvk9uazp 63 13 events event NNS cord-018688-gvk9uazp 63 14 that that WDT cord-018688-gvk9uazp 63 15 may may MD cord-018688-gvk9uazp 63 16 be be VB cord-018688-gvk9uazp 63 17 a a DT cord-018688-gvk9uazp 63 18 global global JJ cord-018688-gvk9uazp 63 19 health health NN cord-018688-gvk9uazp 63 20 threat threat NN cord-018688-gvk9uazp 63 21 to to IN cord-018688-gvk9uazp 63 22 human human NN cord-018688-gvk9uazp 63 23 , , , cord-018688-gvk9uazp 63 24 plant plant NN cord-018688-gvk9uazp 63 25 and and CC cord-018688-gvk9uazp 63 26 animals animal NNS cord-018688-gvk9uazp 63 27 . . . cord-018688-gvk9uazp 64 1 The the DT cord-018688-gvk9uazp 64 2 system system NN cord-018688-gvk9uazp 64 3 is be VBZ cord-018688-gvk9uazp 64 4 hosted host VBN cord-018688-gvk9uazp 64 5 at at IN cord-018688-gvk9uazp 64 6 the the DT cord-018688-gvk9uazp 64 7 Georgetown Georgetown NNP cord-018688-gvk9uazp 64 8 University University NNP cord-018688-gvk9uazp 64 9 Medical Medical NNP cord-018688-gvk9uazp 64 10 Center Center NNP cord-018688-gvk9uazp 64 11 ( ( -LRB- cord-018688-gvk9uazp 64 12 Washington Washington NNP cord-018688-gvk9uazp 64 13 , , , cord-018688-gvk9uazp 64 14 DC DC NNP cord-018688-gvk9uazp 64 15 , , , cord-018688-gvk9uazp 64 16 United United NNP cord-018688-gvk9uazp 64 17 States States NNP cord-018688-gvk9uazp 64 18 ) ) -RRB- cord-018688-gvk9uazp 64 19 , , , cord-018688-gvk9uazp 64 20 and and CC cord-018688-gvk9uazp 64 21 funded fund VBN cord-018688-gvk9uazp 64 22 by by IN cord-018688-gvk9uazp 64 23 the the DT cord-018688-gvk9uazp 64 24 United United NNP cord-018688-gvk9uazp 64 25 States States NNP cord-018688-gvk9uazp 64 26 Government Government NNP cord-018688-gvk9uazp 64 27 . . . cord-018688-gvk9uazp 65 1 Argus Argus NNP cord-018688-gvk9uazp 65 2 collects collect VBZ cord-018688-gvk9uazp 65 3 information information NN cord-018688-gvk9uazp 65 4 in in IN cord-018688-gvk9uazp 65 5 40 40 CD cord-018688-gvk9uazp 65 6 native native JJ cord-018688-gvk9uazp 65 7 languages language NNS cord-018688-gvk9uazp 65 8 from from IN cord-018688-gvk9uazp 65 9 media medium NNS cord-018688-gvk9uazp 65 10 sources source NNS cord-018688-gvk9uazp 65 11 , , , cord-018688-gvk9uazp 65 12 including include VBG cord-018688-gvk9uazp 65 13 printed print VBN cord-018688-gvk9uazp 65 14 newspapers newspaper NNS cord-018688-gvk9uazp 65 15 , , , cord-018688-gvk9uazp 65 16 electronic electronic JJ cord-018688-gvk9uazp 65 17 media medium NNS cord-018688-gvk9uazp 65 18 , , , cord-018688-gvk9uazp 65 19 Internet internet NN cord-018688-gvk9uazp 65 20 - - HYPH cord-018688-gvk9uazp 65 21 based base VBN cord-018688-gvk9uazp 65 22 newsletters newsletter NNS cord-018688-gvk9uazp 65 23 and and CC cord-018688-gvk9uazp 65 24 blogs blog NNS cord-018688-gvk9uazp 65 25 , , , cord-018688-gvk9uazp 65 26 as as RB cord-018688-gvk9uazp 65 27 well well RB cord-018688-gvk9uazp 65 28 as as IN cord-018688-gvk9uazp 65 29 from from IN cord-018688-gvk9uazp 65 30 official official JJ cord-018688-gvk9uazp 65 31 sources source NNS cord-018688-gvk9uazp 65 32 ( ( -LRB- cord-018688-gvk9uazp 65 33 the the DT cord-018688-gvk9uazp 65 34 World World NNP cord-018688-gvk9uazp 65 35 Health Health NNP cord-018688-gvk9uazp 65 36 Organization Organization NNP cord-018688-gvk9uazp 65 37 ( ( -LRB- cord-018688-gvk9uazp 65 38 WHO who WP cord-018688-gvk9uazp 65 39 ) ) -RRB- cord-018688-gvk9uazp 65 40 and and CC cord-018688-gvk9uazp 65 41 the the DT cord-018688-gvk9uazp 65 42 World World NNP cord-018688-gvk9uazp 65 43 Organization Organization NNP cord-018688-gvk9uazp 65 44 For for IN cord-018688-gvk9uazp 65 45 Animal Animal NNP cord-018688-gvk9uazp 65 46 Health Health NNP cord-018688-gvk9uazp 65 47 ( ( -LRB- cord-018688-gvk9uazp 65 48 OIE OIE NNP cord-018688-gvk9uazp 65 49 ) ) -RRB- cord-018688-gvk9uazp 65 50 . . . cord-018688-gvk9uazp 66 1 The the DT cord-018688-gvk9uazp 66 2 system system NN cord-018688-gvk9uazp 66 3 uses use VBZ cord-018688-gvk9uazp 66 4 Bayesian bayesian JJ cord-018688-gvk9uazp 66 5 analysis analysis NN cord-018688-gvk9uazp 66 6 tools tool NNS cord-018688-gvk9uazp 66 7 for for IN cord-018688-gvk9uazp 66 8 selecting select VBG cord-018688-gvk9uazp 66 9 and and CC cord-018688-gvk9uazp 66 10 filtering filter VBG cord-018688-gvk9uazp 66 11 the the DT cord-018688-gvk9uazp 66 12 collected collect VBN cord-018688-gvk9uazp 66 13 articles article NNS cord-018688-gvk9uazp 66 14 . . . cord-018688-gvk9uazp 67 1 The the DT cord-018688-gvk9uazp 67 2 process process NN cord-018688-gvk9uazp 67 3 is be VBZ cord-018688-gvk9uazp 67 4 performed perform VBN cord-018688-gvk9uazp 67 5 by by IN cord-018688-gvk9uazp 67 6 about about RB cord-018688-gvk9uazp 67 7 40 40 CD cord-018688-gvk9uazp 67 8 regional regional JJ cord-018688-gvk9uazp 67 9 professional professional JJ cord-018688-gvk9uazp 67 10 analysts analyst NNS cord-018688-gvk9uazp 67 11 , , , cord-018688-gvk9uazp 67 12 who who WP cord-018688-gvk9uazp 67 13 monitor monitor VBP cord-018688-gvk9uazp 67 14 several several JJ cord-018688-gvk9uazp 67 15 thousand thousand CD cord-018688-gvk9uazp 67 16 internet internet NN cord-018688-gvk9uazp 67 17 sources source NNS cord-018688-gvk9uazp 67 18 on on IN cord-018688-gvk9uazp 67 19 a a DT cord-018688-gvk9uazp 67 20 daily daily JJ cord-018688-gvk9uazp 67 21 basis basis NN cord-018688-gvk9uazp 67 22 . . . cord-018688-gvk9uazp 68 1 By by IN cord-018688-gvk9uazp 68 2 using use VBG cord-018688-gvk9uazp 68 3 Bayesian bayesian JJ cord-018688-gvk9uazp 68 4 analysis analysis NN cord-018688-gvk9uazp 68 5 tools tool NNS cord-018688-gvk9uazp 68 6 , , , cord-018688-gvk9uazp 68 7 the the DT cord-018688-gvk9uazp 68 8 analysts analyst NNS cord-018688-gvk9uazp 68 9 select select VBP cord-018688-gvk9uazp 68 10 reports report NNS cord-018688-gvk9uazp 68 11 from from IN cord-018688-gvk9uazp 68 12 a a DT cord-018688-gvk9uazp 68 13 dynamic dynamic JJ cord-018688-gvk9uazp 68 14 database database NN cord-018688-gvk9uazp 68 15 of of IN cord-018688-gvk9uazp 68 16 media medium NNS cord-018688-gvk9uazp 68 17 reports report NNS cord-018688-gvk9uazp 68 18 . . . cord-018688-gvk9uazp 69 1 Relevance relevance NN cord-018688-gvk9uazp 69 2 is be VBZ cord-018688-gvk9uazp 69 3 determined determine VBN cord-018688-gvk9uazp 69 4 according accord VBG cord-018688-gvk9uazp 69 5 to to IN cord-018688-gvk9uazp 69 6 a a DT cord-018688-gvk9uazp 69 7 specific specific JJ cord-018688-gvk9uazp 69 8 set set NN cord-018688-gvk9uazp 69 9 of of IN cord-018688-gvk9uazp 69 10 terms term NNS cord-018688-gvk9uazp 69 11 and and CC cord-018688-gvk9uazp 69 12 keywords keyword NNS cord-018688-gvk9uazp 69 13 applicable applicable JJ cord-018688-gvk9uazp 69 14 to to IN cord-018688-gvk9uazp 69 15 infectious infectious JJ cord-018688-gvk9uazp 69 16 diseases disease NNS cord-018688-gvk9uazp 69 17 surveillance surveillance NN cord-018688-gvk9uazp 69 18 . . . cord-018688-gvk9uazp 70 1 After after IN cord-018688-gvk9uazp 70 2 filtering filter VBG cord-018688-gvk9uazp 70 3 the the DT cord-018688-gvk9uazp 70 4 information information NN cord-018688-gvk9uazp 70 5 , , , cord-018688-gvk9uazp 70 6 events event NNS cord-018688-gvk9uazp 70 7 that that WDT cord-018688-gvk9uazp 70 8 may may MD cord-018688-gvk9uazp 70 9 indicate indicate VB cord-018688-gvk9uazp 70 10 the the DT cord-018688-gvk9uazp 70 11 initiation initiation NN cord-018688-gvk9uazp 70 12 of of IN cord-018688-gvk9uazp 70 13 an an DT cord-018688-gvk9uazp 70 14 outbreak outbreak NN cord-018688-gvk9uazp 70 15 are be VBP cord-018688-gvk9uazp 70 16 disseminated disseminate VBN cord-018688-gvk9uazp 70 17 to to IN cord-018688-gvk9uazp 70 18 the the DT cord-018688-gvk9uazp 70 19 system system NN cord-018688-gvk9uazp 70 20 users user NNS cord-018688-gvk9uazp 70 21 . . . cord-018688-gvk9uazp 71 1 Also also RB cord-018688-gvk9uazp 71 2 disseminated disseminate VBN cord-018688-gvk9uazp 71 3 are be VBP cord-018688-gvk9uazp 71 4 events event NNS cord-018688-gvk9uazp 71 5 that that WDT cord-018688-gvk9uazp 71 6 may may MD cord-018688-gvk9uazp 71 7 require require VB cord-018688-gvk9uazp 71 8 investigation investigation NN cord-018688-gvk9uazp 71 9 [ [ -LRB- cord-018688-gvk9uazp 71 10 12 12 CD cord-018688-gvk9uazp 71 11 , , , cord-018688-gvk9uazp 71 12 20 20 CD cord-018688-gvk9uazp 71 13 ] ] -RRB- cord-018688-gvk9uazp 71 14 . . . cord-018688-gvk9uazp 72 1 BioCaster BioCaster NNP cord-018688-gvk9uazp 72 2 is be VBZ cord-018688-gvk9uazp 72 3 an an DT cord-018688-gvk9uazp 72 4 informal informal JJ cord-018688-gvk9uazp 72 5 surveillance surveillance NN cord-018688-gvk9uazp 72 6 system system NN cord-018688-gvk9uazp 72 7 aimed aim VBN cord-018688-gvk9uazp 72 8 to to TO cord-018688-gvk9uazp 72 9 collect collect VB cord-018688-gvk9uazp 72 10 information information NN cord-018688-gvk9uazp 72 11 on on IN cord-018688-gvk9uazp 72 12 disease disease NN cord-018688-gvk9uazp 72 13 outbreaks outbreak NNS cord-018688-gvk9uazp 72 14 , , , cord-018688-gvk9uazp 72 15 filter filter VB cord-018688-gvk9uazp 72 16 the the DT cord-018688-gvk9uazp 72 17 information information NN cord-018688-gvk9uazp 72 18 , , , cord-018688-gvk9uazp 72 19 and and CC cord-018688-gvk9uazp 72 20 disseminate disseminate VB cord-018688-gvk9uazp 72 21 it -PRON- PRP cord-018688-gvk9uazp 72 22 to to IN cord-018688-gvk9uazp 72 23 users user NNS cord-018688-gvk9uazp 72 24 . . . cord-018688-gvk9uazp 73 1 The the DT cord-018688-gvk9uazp 73 2 system system NN cord-018688-gvk9uazp 73 3 is be VBZ cord-018688-gvk9uazp 73 4 a a DT cord-018688-gvk9uazp 73 5 part part NN cord-018688-gvk9uazp 73 6 of of IN cord-018688-gvk9uazp 73 7 a a DT cord-018688-gvk9uazp 73 8 research research NN cord-018688-gvk9uazp 73 9 project project NN cord-018688-gvk9uazp 73 10 developed develop VBN cord-018688-gvk9uazp 73 11 and and CC cord-018688-gvk9uazp 73 12 managed manage VBN cord-018688-gvk9uazp 73 13 by by IN cord-018688-gvk9uazp 73 14 the the DT cord-018688-gvk9uazp 73 15 National National NNP cord-018688-gvk9uazp 73 16 Institute Institute NNP cord-018688-gvk9uazp 73 17 of of IN cord-018688-gvk9uazp 73 18 Informatics Informatics NNP cord-018688-gvk9uazp 73 19 in in IN cord-018688-gvk9uazp 73 20 Japan Japan NNP cord-018688-gvk9uazp 73 21 , , , cord-018688-gvk9uazp 73 22 which which WDT cord-018688-gvk9uazp 73 23 involves involve VBZ cord-018688-gvk9uazp 73 24 five five CD cord-018688-gvk9uazp 73 25 institutes institute NNS cord-018688-gvk9uazp 73 26 in in IN cord-018688-gvk9uazp 73 27 three three CD cord-018688-gvk9uazp 73 28 countries country NNS cord-018688-gvk9uazp 73 29 . . . cord-018688-gvk9uazp 74 1 BioCaster BioCaster NNP cord-018688-gvk9uazp 74 2 focuses focus VBZ cord-018688-gvk9uazp 74 3 mainly mainly RB cord-018688-gvk9uazp 74 4 on on IN cord-018688-gvk9uazp 74 5 the the DT cord-018688-gvk9uazp 74 6 Asia Asia NNP cord-018688-gvk9uazp 74 7 - - HYPH cord-018688-gvk9uazp 74 8 Pacific Pacific NNP cord-018688-gvk9uazp 74 9 region region NN cord-018688-gvk9uazp 74 10 . . . cord-018688-gvk9uazp 75 1 The the DT cord-018688-gvk9uazp 75 2 system system NN cord-018688-gvk9uazp 75 3 collects collect VBZ cord-018688-gvk9uazp 75 4 information information NN cord-018688-gvk9uazp 75 5 by by IN cord-018688-gvk9uazp 75 6 using use VBG cord-018688-gvk9uazp 75 7 Really really RB cord-018688-gvk9uazp 75 8 System System NNP cord-018688-gvk9uazp 75 9 Syndication Syndication NNP cord-018688-gvk9uazp 75 10 ( ( -LRB- cord-018688-gvk9uazp 75 11 RSS RSS NNP cord-018688-gvk9uazp 75 12 ) ) -RRB- cord-018688-gvk9uazp 75 13 feeds feed VBZ cord-018688-gvk9uazp 75 14 from from IN cord-018688-gvk9uazp 75 15 more more JJR cord-018688-gvk9uazp 75 16 than than IN cord-018688-gvk9uazp 75 17 1700 1700 CD cord-018688-gvk9uazp 75 18 sources source NNS cord-018688-gvk9uazp 75 19 . . . cord-018688-gvk9uazp 76 1 Information information NN cord-018688-gvk9uazp 76 2 is be VBZ cord-018688-gvk9uazp 76 3 collected collect VBN cord-018688-gvk9uazp 76 4 mainly mainly RB cord-018688-gvk9uazp 76 5 from from IN cord-018688-gvk9uazp 76 6 Google Google NNP cord-018688-gvk9uazp 76 7 News News NNP cord-018688-gvk9uazp 76 8 , , , cord-018688-gvk9uazp 76 9 Yahoo Yahoo NNP cord-018688-gvk9uazp 76 10 ! ! . cord-018688-gvk9uazp 77 1 News news NN cord-018688-gvk9uazp 77 2 , , , cord-018688-gvk9uazp 77 3 and and CC cord-018688-gvk9uazp 77 4 European european JJ cord-018688-gvk9uazp 77 5 Media media NN cord-018688-gvk9uazp 77 6 Monitor Monitor NNP cord-018688-gvk9uazp 77 7 , , , cord-018688-gvk9uazp 77 8 filtered filter VBN cord-018688-gvk9uazp 77 9 and and CC cord-018688-gvk9uazp 77 10 disseminated disseminate VBN cord-018688-gvk9uazp 77 11 in in IN cord-018688-gvk9uazp 77 12 a a DT cord-018688-gvk9uazp 77 13 fully fully RB cord-018688-gvk9uazp 77 14 automated automate VBN cord-018688-gvk9uazp 77 15 manner manner NN cord-018688-gvk9uazp 77 16 with with IN cord-018688-gvk9uazp 77 17 no no DT cord-018688-gvk9uazp 77 18 human human JJ cord-018688-gvk9uazp 77 19 analysis analysis NN cord-018688-gvk9uazp 77 20 in in IN cord-018688-gvk9uazp 77 21 any any DT cord-018688-gvk9uazp 77 22 stage stage NN cord-018688-gvk9uazp 77 23 . . . cord-018688-gvk9uazp 78 1 Filtered filter VBN cord-018688-gvk9uazp 78 2 information information NN cord-018688-gvk9uazp 78 3 ( ( -LRB- cord-018688-gvk9uazp 78 4 about about RB cord-018688-gvk9uazp 78 5 90 90 CD cord-018688-gvk9uazp 78 6 articles article NNS cord-018688-gvk9uazp 78 7 per per IN cord-018688-gvk9uazp 78 8 day day NN cord-018688-gvk9uazp 78 9 ) ) -RRB- cord-018688-gvk9uazp 78 10 is be VBZ cord-018688-gvk9uazp 78 11 published publish VBN cord-018688-gvk9uazp 78 12 in in IN cord-018688-gvk9uazp 78 13 three three CD cord-018688-gvk9uazp 78 14 languages language NNS cord-018688-gvk9uazp 78 15 ( ( -LRB- cord-018688-gvk9uazp 78 16 English English NNP cord-018688-gvk9uazp 78 17 , , , cord-018688-gvk9uazp 78 18 Japanese japanese JJ cord-018688-gvk9uazp 78 19 and and CC cord-018688-gvk9uazp 78 20 Vietnamese Vietnamese NNP cord-018688-gvk9uazp 78 21 ) ) -RRB- cord-018688-gvk9uazp 78 22 . . . cord-018688-gvk9uazp 79 1 Articles article NNS cord-018688-gvk9uazp 79 2 are be VBP cord-018688-gvk9uazp 79 3 processed process VBN cord-018688-gvk9uazp 79 4 and and CC cord-018688-gvk9uazp 79 5 disseminated disseminate VBN cord-018688-gvk9uazp 79 6 every every DT cord-018688-gvk9uazp 79 7 hour hour NN cord-018688-gvk9uazp 79 8 . . . cord-018688-gvk9uazp 80 1 In in IN cord-018688-gvk9uazp 80 2 addition addition NN cord-018688-gvk9uazp 80 3 , , , cord-018688-gvk9uazp 80 4 BioCaster BioCaster NNP cord-018688-gvk9uazp 80 5 creates create VBZ cord-018688-gvk9uazp 80 6 an an DT cord-018688-gvk9uazp 80 7 ontology ontology NN cord-018688-gvk9uazp 80 8 which which WDT cord-018688-gvk9uazp 80 9 covers cover VBZ cord-018688-gvk9uazp 80 10 approximately approximately RB cord-018688-gvk9uazp 80 11 117 117 CD cord-018688-gvk9uazp 80 12 infectious infectious JJ cord-018688-gvk9uazp 80 13 diseases disease NNS cord-018688-gvk9uazp 80 14 and and CC cord-018688-gvk9uazp 80 15 six six CD cord-018688-gvk9uazp 80 16 syndromes syndrome NNS cord-018688-gvk9uazp 80 17 . . . cord-018688-gvk9uazp 81 1 The the DT cord-018688-gvk9uazp 81 2 ontology ontology NN cord-018688-gvk9uazp 81 3 is be VBZ cord-018688-gvk9uazp 81 4 produced produce VBN cord-018688-gvk9uazp 81 5 in in IN cord-018688-gvk9uazp 81 6 eight eight CD cord-018688-gvk9uazp 81 7 languages language NNS cord-018688-gvk9uazp 81 8 ( ( -LRB- cord-018688-gvk9uazp 81 9 English English NNP cord-018688-gvk9uazp 81 10 , , , cord-018688-gvk9uazp 81 11 Japanese japanese JJ cord-018688-gvk9uazp 81 12 , , , cord-018688-gvk9uazp 81 13 Vietnamese vietnamese JJ cord-018688-gvk9uazp 81 14 , , , cord-018688-gvk9uazp 81 15 Chinese chinese JJ cord-018688-gvk9uazp 81 16 , , , cord-018688-gvk9uazp 81 17 Thai Thai NNP cord-018688-gvk9uazp 81 18 , , , cord-018688-gvk9uazp 81 19 Korean korean JJ cord-018688-gvk9uazp 81 20 , , , cord-018688-gvk9uazp 81 21 Spanish spanish JJ cord-018688-gvk9uazp 81 22 and and CC cord-018688-gvk9uazp 81 23 French French NNP cord-018688-gvk9uazp 81 24 ) ) -RRB- cord-018688-gvk9uazp 81 25 , , , cord-018688-gvk9uazp 81 26 and and CC cord-018688-gvk9uazp 81 27 is be VBZ cord-018688-gvk9uazp 81 28 used use VBN cord-018688-gvk9uazp 81 29 as as IN cord-018688-gvk9uazp 81 30 an an DT cord-018688-gvk9uazp 81 31 input input NN cord-018688-gvk9uazp 81 32 to to IN cord-018688-gvk9uazp 81 33 Global Global NNP cord-018688-gvk9uazp 81 34 Health Health NNP cord-018688-gvk9uazp 81 35 Monitor Monitor NNP cord-018688-gvk9uazp 81 36 web web NN cord-018688-gvk9uazp 81 37 portal portal NN cord-018688-gvk9uazp 81 38 , , , cord-018688-gvk9uazp 81 39 which which WDT cord-018688-gvk9uazp 81 40 offers offer VBZ cord-018688-gvk9uazp 81 41 its -PRON- PRP$ cord-018688-gvk9uazp 81 42 users user NNS cord-018688-gvk9uazp 81 43 maps map NNS cord-018688-gvk9uazp 81 44 and and CC cord-018688-gvk9uazp 81 45 graphs graph NNS cord-018688-gvk9uazp 81 46 of of IN cord-018688-gvk9uazp 81 47 health health NN cord-018688-gvk9uazp 81 48 - - HYPH cord-018688-gvk9uazp 81 49 concerning concern VBG cord-018688-gvk9uazp 81 50 events event NNS cord-018688-gvk9uazp 81 51 [ [ -LRB- cord-018688-gvk9uazp 81 52 12 12 CD cord-018688-gvk9uazp 81 53 ] ] -RRB- cord-018688-gvk9uazp 81 54 . . . cord-018688-gvk9uazp 82 1 The the DT cord-018688-gvk9uazp 82 2 Semantic Semantic NNP cord-018688-gvk9uazp 82 3 Processing Processing NNP cord-018688-gvk9uazp 82 4 and and CC cord-018688-gvk9uazp 82 5 Integration Integration NNP cord-018688-gvk9uazp 82 6 of of IN cord-018688-gvk9uazp 82 7 Distributed Distributed NNP cord-018688-gvk9uazp 82 8 Electronic Electronic NNP cord-018688-gvk9uazp 82 9 Resources Resources NNPS cord-018688-gvk9uazp 82 10 for for IN cord-018688-gvk9uazp 82 11 Epidemiology epidemiology NN cord-018688-gvk9uazp 83 1 ( ( -LRB- cord-018688-gvk9uazp 83 2 EpiSPIDER EpiSPIDER NNP cord-018688-gvk9uazp 83 3 ) ) -RRB- cord-018688-gvk9uazp 83 4 is be VBZ cord-018688-gvk9uazp 83 5 a a DT cord-018688-gvk9uazp 83 6 web web NN cord-018688-gvk9uazp 83 7 - - HYPH cord-018688-gvk9uazp 83 8 based base VBN cord-018688-gvk9uazp 83 9 tool tool NN cord-018688-gvk9uazp 83 10 which which WDT cord-018688-gvk9uazp 83 11 integrates integrate VBZ cord-018688-gvk9uazp 83 12 information information NN cord-018688-gvk9uazp 83 13 gathered gather VBD cord-018688-gvk9uazp 83 14 from from IN cord-018688-gvk9uazp 83 15 electronic electronic JJ cord-018688-gvk9uazp 83 16 media medium NNS cord-018688-gvk9uazp 83 17 resources resource NNS cord-018688-gvk9uazp 83 18 containing contain VBG cord-018688-gvk9uazp 83 19 health health NN cord-018688-gvk9uazp 83 20 information information NN cord-018688-gvk9uazp 83 21 , , , cord-018688-gvk9uazp 83 22 as as RB cord-018688-gvk9uazp 83 23 well well RB cord-018688-gvk9uazp 83 24 as as IN cord-018688-gvk9uazp 83 25 from from IN cord-018688-gvk9uazp 83 26 informal informal JJ cord-018688-gvk9uazp 83 27 surveillance surveillance NN cord-018688-gvk9uazp 83 28 systems system NNS cord-018688-gvk9uazp 83 29 , , , cord-018688-gvk9uazp 83 30 such such JJ cord-018688-gvk9uazp 83 31 as as IN cord-018688-gvk9uazp 83 32 ProMED ProMED NNS cord-018688-gvk9uazp 83 33 - - : cord-018688-gvk9uazp 83 34 mail mail NN cord-018688-gvk9uazp 83 35 . . . cord-018688-gvk9uazp 84 1 The the DT cord-018688-gvk9uazp 84 2 aim aim NN cord-018688-gvk9uazp 84 3 is be VBZ cord-018688-gvk9uazp 84 4 to to TO cord-018688-gvk9uazp 84 5 enhance enhance VB cord-018688-gvk9uazp 84 6 the the DT cord-018688-gvk9uazp 84 7 surveillance surveillance NN cord-018688-gvk9uazp 84 8 of of IN cord-018688-gvk9uazp 84 9 infectious infectious JJ cord-018688-gvk9uazp 84 10 disease disease NN cord-018688-gvk9uazp 84 11 outbreaks outbreak NNS cord-018688-gvk9uazp 84 12 . . . cord-018688-gvk9uazp 85 1 EpiSPIDER EpiSPIDER NNP cord-018688-gvk9uazp 85 2 uses use VBZ cord-018688-gvk9uazp 85 3 ProMED ProMED NNS cord-018688-gvk9uazp 85 4 - - HYPH cord-018688-gvk9uazp 85 5 mail mail NN cord-018688-gvk9uazp 85 6 reports report NNS cord-018688-gvk9uazp 85 7 as as IN cord-018688-gvk9uazp 85 8 an an DT cord-018688-gvk9uazp 85 9 input input NN cord-018688-gvk9uazp 85 10 , , , cord-018688-gvk9uazp 85 11 as as RB cord-018688-gvk9uazp 85 12 well well RB cord-018688-gvk9uazp 85 13 as as IN cord-018688-gvk9uazp 85 14 health health NN cord-018688-gvk9uazp 85 15 news news NN cord-018688-gvk9uazp 85 16 sources source NNS cord-018688-gvk9uazp 85 17 that that WDT cord-018688-gvk9uazp 85 18 provide provide VBP cord-018688-gvk9uazp 85 19 RSS RSS NNP cord-018688-gvk9uazp 85 20 feeds feed NNS cord-018688-gvk9uazp 85 21 . . . cord-018688-gvk9uazp 86 1 By by IN cord-018688-gvk9uazp 86 2 using use VBG cord-018688-gvk9uazp 86 3 natural natural JJ cord-018688-gvk9uazp 86 4 language language NN cord-018688-gvk9uazp 86 5 processing processing NN cord-018688-gvk9uazp 86 6 , , , cord-018688-gvk9uazp 86 7 it -PRON- PRP cord-018688-gvk9uazp 86 8 extracts extract VBZ cord-018688-gvk9uazp 86 9 location location NN cord-018688-gvk9uazp 86 10 information information NN cord-018688-gvk9uazp 86 11 from from IN cord-018688-gvk9uazp 86 12 the the DT cord-018688-gvk9uazp 86 13 input input NN cord-018688-gvk9uazp 86 14 sources source NNS cord-018688-gvk9uazp 86 15 , , , cord-018688-gvk9uazp 86 16 and and CC cord-018688-gvk9uazp 86 17 geocode geocode VB cord-018688-gvk9uazp 86 18 them -PRON- PRP cord-018688-gvk9uazp 86 19 using use VBG cord-018688-gvk9uazp 86 20 the the DT cord-018688-gvk9uazp 86 21 Yahoo Yahoo NNP cord-018688-gvk9uazp 86 22 and and CC cord-018688-gvk9uazp 86 23 Google Google NNP cord-018688-gvk9uazp 86 24 geocoding geocoding NN cord-018688-gvk9uazp 86 25 services service NNS cord-018688-gvk9uazp 86 26 . . . cord-018688-gvk9uazp 87 1 After after IN cord-018688-gvk9uazp 87 2 a a DT cord-018688-gvk9uazp 87 3 filtering filtering NN cord-018688-gvk9uazp 87 4 process process NN cord-018688-gvk9uazp 87 5 , , , cord-018688-gvk9uazp 87 6 the the DT cord-018688-gvk9uazp 87 7 system system NN cord-018688-gvk9uazp 87 8 generates generate VBZ cord-018688-gvk9uazp 87 9 summaries summary NNS cord-018688-gvk9uazp 87 10 of of IN cord-018688-gvk9uazp 87 11 ProMED ProMED NNS cord-018688-gvk9uazp 87 12 reports report NNS cord-018688-gvk9uazp 87 13 ( ( -LRB- cord-018688-gvk9uazp 87 14 on on IN cord-018688-gvk9uazp 87 15 a a DT cord-018688-gvk9uazp 87 16 daily daily JJ cord-018688-gvk9uazp 87 17 basis basis NN cord-018688-gvk9uazp 87 18 ) ) -RRB- cord-018688-gvk9uazp 87 19 . . . cord-018688-gvk9uazp 88 1 These these DT cord-018688-gvk9uazp 88 2 reports report NNS cord-018688-gvk9uazp 88 3 are be VBP cord-018688-gvk9uazp 88 4 available available JJ cord-018688-gvk9uazp 88 5 in in IN cord-018688-gvk9uazp 88 6 the the DT cord-018688-gvk9uazp 88 7 EpiSPIDER epispider NN cord-018688-gvk9uazp 88 8 website website NN cord-018688-gvk9uazp 88 9 [ [ -LRB- cord-018688-gvk9uazp 88 10 13 13 CD cord-018688-gvk9uazp 88 11 ] ] -RRB- cord-018688-gvk9uazp 88 12 . . . cord-018688-gvk9uazp 89 1 Google Google NNP cord-018688-gvk9uazp 89 2 earth earth NN cord-018688-gvk9uazp 89 3 combines combine VBZ cord-018688-gvk9uazp 89 4 satellite satellite NN cord-018688-gvk9uazp 89 5 images image NNS cord-018688-gvk9uazp 89 6 , , , cord-018688-gvk9uazp 89 7 aerial aerial JJ cord-018688-gvk9uazp 89 8 photography photography NN cord-018688-gvk9uazp 89 9 and and CC cord-018688-gvk9uazp 89 10 map map VB cord-018688-gvk9uazp 89 11 data datum NNS cord-018688-gvk9uazp 89 12 to to TO cord-018688-gvk9uazp 89 13 create create VB cord-018688-gvk9uazp 89 14 a a DT cord-018688-gvk9uazp 89 15 3D 3d JJ cord-018688-gvk9uazp 89 16 interactive interactive JJ cord-018688-gvk9uazp 89 17 template template NN cord-018688-gvk9uazp 89 18 of of IN cord-018688-gvk9uazp 89 19 the the DT cord-018688-gvk9uazp 89 20 world world NN cord-018688-gvk9uazp 89 21 . . . cord-018688-gvk9uazp 90 1 This this DT cord-018688-gvk9uazp 90 2 template template NN cord-018688-gvk9uazp 90 3 can can MD cord-018688-gvk9uazp 90 4 be be VB cord-018688-gvk9uazp 90 5 used use VBN cord-018688-gvk9uazp 90 6 by by IN cord-018688-gvk9uazp 90 7 anyone anyone NN cord-018688-gvk9uazp 90 8 to to TO cord-018688-gvk9uazp 90 9 add add VB cord-018688-gvk9uazp 90 10 and and CC cord-018688-gvk9uazp 90 11 share share VB cord-018688-gvk9uazp 90 12 information information NN cord-018688-gvk9uazp 90 13 about about IN cord-018688-gvk9uazp 90 14 any any DT cord-018688-gvk9uazp 90 15 subject subject NN cord-018688-gvk9uazp 90 16 that that WDT cord-018688-gvk9uazp 90 17 involves involve VBZ cord-018688-gvk9uazp 90 18 geographical geographical JJ cord-018688-gvk9uazp 90 19 elements element NNS cord-018688-gvk9uazp 90 20 . . . cord-018688-gvk9uazp 91 1 Nature nature NN cord-018688-gvk9uazp 91 2 ( ( -LRB- cord-018688-gvk9uazp 91 3 international international JJ cord-018688-gvk9uazp 91 4 weekly weekly JJ cord-018688-gvk9uazp 91 5 journal journal NNP cord-018688-gvk9uazp 91 6 of of IN cord-018688-gvk9uazp 91 7 science science NNP cord-018688-gvk9uazp 91 8 ) ) -RRB- cord-018688-gvk9uazp 91 9 uses use VBZ cord-018688-gvk9uazp 91 10 Google Google NNP cord-018688-gvk9uazp 91 11 earth earth NN cord-018688-gvk9uazp 91 12 to to TO cord-018688-gvk9uazp 91 13 track track VB cord-018688-gvk9uazp 91 14 the the DT cord-018688-gvk9uazp 91 15 spread spread NN cord-018688-gvk9uazp 91 16 of of IN cord-018688-gvk9uazp 91 17 the the DT cord-018688-gvk9uazp 91 18 H5N1 H5N1 NNP cord-018688-gvk9uazp 91 19 avian avian JJ cord-018688-gvk9uazp 91 20 flu flu NN cord-018688-gvk9uazp 91 21 virus virus NN cord-018688-gvk9uazp 91 22 around around IN cord-018688-gvk9uazp 91 23 the the DT cord-018688-gvk9uazp 91 24 globe globe NN cord-018688-gvk9uazp 91 25 , , , cord-018688-gvk9uazp 91 26 and and CC cord-018688-gvk9uazp 91 27 to to TO cord-018688-gvk9uazp 91 28 present present VB cord-018688-gvk9uazp 91 29 a a DT cord-018688-gvk9uazp 91 30 geographic geographic JJ cord-018688-gvk9uazp 91 31 visualization visualization NN cord-018688-gvk9uazp 91 32 of of IN cord-018688-gvk9uazp 91 33 the the DT cord-018688-gvk9uazp 91 34 spread spread NN cord-018688-gvk9uazp 91 35 of of IN cord-018688-gvk9uazp 91 36 H5N1 H5N1 NNP cord-018688-gvk9uazp 91 37 [ [ -LRB- cord-018688-gvk9uazp 91 38 19 19 CD cord-018688-gvk9uazp 91 39 ] ] -RRB- cord-018688-gvk9uazp 91 40 ( ( -LRB- cord-018688-gvk9uazp 91 41 Nature Nature NNP cord-018688-gvk9uazp 91 42 website website NN cord-018688-gvk9uazp 91 43 ) ) -RRB- cord-018688-gvk9uazp 91 44 . . . cord-018688-gvk9uazp 92 1 Avian Avian NNP cord-018688-gvk9uazp 92 2 Influenza Influenza NNP cord-018688-gvk9uazp 92 3 Daily Daily NNP cord-018688-gvk9uazp 92 4 Digest Digest NNP cord-018688-gvk9uazp 92 5 is be VBZ cord-018688-gvk9uazp 92 6 a a DT cord-018688-gvk9uazp 92 7 digest digest NN cord-018688-gvk9uazp 92 8 produced produce VBN cord-018688-gvk9uazp 92 9 by by IN cord-018688-gvk9uazp 92 10 the the DT cord-018688-gvk9uazp 92 11 United United NNP cord-018688-gvk9uazp 92 12 States States NNP cord-018688-gvk9uazp 92 13 government government NN cord-018688-gvk9uazp 92 14 . . . cord-018688-gvk9uazp 93 1 The the DT cord-018688-gvk9uazp 93 2 digest digest NN cord-018688-gvk9uazp 93 3 collects collect VBZ cord-018688-gvk9uazp 93 4 raw raw JJ cord-018688-gvk9uazp 93 5 open open JJ cord-018688-gvk9uazp 93 6 source source NN cord-018688-gvk9uazp 93 7 content content NN cord-018688-gvk9uazp 93 8 regarding regard VBG cord-018688-gvk9uazp 93 9 Avian avian JJ cord-018688-gvk9uazp 93 10 influenza influenza NN cord-018688-gvk9uazp 93 11 and and CC cord-018688-gvk9uazp 93 12 disseminates disseminate VBZ cord-018688-gvk9uazp 93 13 it -PRON- PRP cord-018688-gvk9uazp 93 14 to to IN cord-018688-gvk9uazp 93 15 subscribers subscriber NNS cord-018688-gvk9uazp 93 16 . . . cord-018688-gvk9uazp 94 1 Material material NN cord-018688-gvk9uazp 94 2 is be VBZ cord-018688-gvk9uazp 94 3 disseminated disseminate VBN cord-018688-gvk9uazp 94 4 without without IN cord-018688-gvk9uazp 94 5 any any DT cord-018688-gvk9uazp 94 6 processing processing NN cord-018688-gvk9uazp 94 7 . . . cord-018688-gvk9uazp 95 1 Users user NNS cord-018688-gvk9uazp 95 2 are be VBP cord-018688-gvk9uazp 95 3 encouraged encourage VBN cord-018688-gvk9uazp 95 4 to to TO cord-018688-gvk9uazp 95 5 provide provide VB cord-018688-gvk9uazp 95 6 with with IN cord-018688-gvk9uazp 95 7 updates update NNS cord-018688-gvk9uazp 95 8 and/or and/or CC cord-018688-gvk9uazp 95 9 clarifications clarification NNS cord-018688-gvk9uazp 95 10 that that WDT cord-018688-gvk9uazp 95 11 will will MD cord-018688-gvk9uazp 95 12 be be VB cord-018688-gvk9uazp 95 13 posted post VBN cord-018688-gvk9uazp 95 14 in in IN cord-018688-gvk9uazp 95 15 subsequent subsequent JJ cord-018688-gvk9uazp 95 16 issues issue NNS cord-018688-gvk9uazp 95 17 of of IN cord-018688-gvk9uazp 95 18 the the DT cord-018688-gvk9uazp 95 19 digest digest NN cord-018688-gvk9uazp 95 20 [ [ -LRB- cord-018688-gvk9uazp 95 21 2 2 CD cord-018688-gvk9uazp 95 22 ] ] -RRB- cord-018688-gvk9uazp 95 23 . . . cord-018688-gvk9uazp 96 1 Google Google NNP cord-018688-gvk9uazp 96 2 Flu Flu NNP cord-018688-gvk9uazp 96 3 Trend Trend NNP cord-018688-gvk9uazp 96 4 is be VBZ cord-018688-gvk9uazp 96 5 designed design VBN cord-018688-gvk9uazp 96 6 by by IN cord-018688-gvk9uazp 96 7 Google Google NNP cord-018688-gvk9uazp 96 8 Internet Internet NNP cord-018688-gvk9uazp 96 9 Company Company NNP cord-018688-gvk9uazp 96 10 to to TO cord-018688-gvk9uazp 96 11 be be VB cord-018688-gvk9uazp 96 12 a a DT cord-018688-gvk9uazp 96 13 near near JJ cord-018688-gvk9uazp 96 14 real real JJ cord-018688-gvk9uazp 96 15 - - HYPH cord-018688-gvk9uazp 96 16 time time NN cord-018688-gvk9uazp 96 17 tool tool NN cord-018688-gvk9uazp 96 18 for for IN cord-018688-gvk9uazp 96 19 detection detection NN cord-018688-gvk9uazp 96 20 of of IN cord-018688-gvk9uazp 96 21 influenza influenza NN cord-018688-gvk9uazp 96 22 outbreaks outbreak NNS cord-018688-gvk9uazp 96 23 . . . cord-018688-gvk9uazp 97 1 Google Google NNP cord-018688-gvk9uazp 97 2 Flu Flu NNP cord-018688-gvk9uazp 97 3 Trend Trend NNP cord-018688-gvk9uazp 97 4 exploits exploit VBZ cord-018688-gvk9uazp 97 5 the the DT cord-018688-gvk9uazp 97 6 fact fact NN cord-018688-gvk9uazp 97 7 that that IN cord-018688-gvk9uazp 97 8 millions million NNS cord-018688-gvk9uazp 97 9 of of IN cord-018688-gvk9uazp 97 10 people people NNS cord-018688-gvk9uazp 97 11 worldwide worldwide RB cord-018688-gvk9uazp 97 12 search search VBP cord-018688-gvk9uazp 97 13 online online RB cord-018688-gvk9uazp 97 14 for for IN cord-018688-gvk9uazp 97 15 health health NN cord-018688-gvk9uazp 97 16 - - HYPH cord-018688-gvk9uazp 97 17 related relate VBN cord-018688-gvk9uazp 97 18 information information NN cord-018688-gvk9uazp 97 19 on on IN cord-018688-gvk9uazp 97 20 a a DT cord-018688-gvk9uazp 97 21 daily daily JJ cord-018688-gvk9uazp 97 22 basis basis NN cord-018688-gvk9uazp 97 23 . . . cord-018688-gvk9uazp 98 1 The the DT cord-018688-gvk9uazp 98 2 tool tool NN cord-018688-gvk9uazp 98 3 was be VBD cord-018688-gvk9uazp 98 4 designed design VBN cord-018688-gvk9uazp 98 5 based base VBN cord-018688-gvk9uazp 98 6 on on IN cord-018688-gvk9uazp 98 7 the the DT cord-018688-gvk9uazp 98 8 assumption assumption NN cord-018688-gvk9uazp 98 9 that that IN cord-018688-gvk9uazp 98 10 there there EX cord-018688-gvk9uazp 98 11 is be VBZ cord-018688-gvk9uazp 98 12 an an DT cord-018688-gvk9uazp 98 13 association association NN cord-018688-gvk9uazp 98 14 between between IN cord-018688-gvk9uazp 98 15 the the DT cord-018688-gvk9uazp 98 16 number number NN cord-018688-gvk9uazp 98 17 of of IN cord-018688-gvk9uazp 98 18 people people NNS cord-018688-gvk9uazp 98 19 searching search VBG cord-018688-gvk9uazp 98 20 for for IN cord-018688-gvk9uazp 98 21 influenza influenza NN cord-018688-gvk9uazp 98 22 - - HYPH cord-018688-gvk9uazp 98 23 related relate VBN cord-018688-gvk9uazp 98 24 topics topic NNS cord-018688-gvk9uazp 98 25 and and CC cord-018688-gvk9uazp 98 26 the the DT cord-018688-gvk9uazp 98 27 number number NN cord-018688-gvk9uazp 98 28 of of IN cord-018688-gvk9uazp 98 29 people people NNS cord-018688-gvk9uazp 98 30 who who WP cord-018688-gvk9uazp 98 31 actually actually RB cord-018688-gvk9uazp 98 32 have have VBP cord-018688-gvk9uazp 98 33 influenza influenza NN cord-018688-gvk9uazp 98 34 symptoms symptom NNS cord-018688-gvk9uazp 98 35 , , , cord-018688-gvk9uazp 98 36 and and CC cord-018688-gvk9uazp 98 37 therefore therefore RB cord-018688-gvk9uazp 98 38 , , , cord-018688-gvk9uazp 98 39 an an DT cord-018688-gvk9uazp 98 40 unusual unusual JJ cord-018688-gvk9uazp 98 41 increase increase NN cord-018688-gvk9uazp 98 42 in in IN cord-018688-gvk9uazp 98 43 the the DT cord-018688-gvk9uazp 98 44 number number NN cord-018688-gvk9uazp 98 45 of of IN cord-018688-gvk9uazp 98 46 people people NNS cord-018688-gvk9uazp 98 47 searching search VBG cord-018688-gvk9uazp 98 48 for for IN cord-018688-gvk9uazp 98 49 influenza influenza NN cord-018688-gvk9uazp 98 50 - - HYPH cord-018688-gvk9uazp 98 51 related relate VBN cord-018688-gvk9uazp 98 52 topic topic NN cord-018688-gvk9uazp 98 53 on on IN cord-018688-gvk9uazp 98 54 the the DT cord-018688-gvk9uazp 98 55 web web NN cord-018688-gvk9uazp 98 56 may may MD cord-018688-gvk9uazp 98 57 simulate simulate VB cord-018688-gvk9uazp 98 58 an an DT cord-018688-gvk9uazp 98 59 increase increase NN cord-018688-gvk9uazp 98 60 in in IN cord-018688-gvk9uazp 98 61 influenza influenza NN cord-018688-gvk9uazp 98 62 syndromes syndrome NNS cord-018688-gvk9uazp 98 63 . . . cord-018688-gvk9uazp 99 1 Studies study NNS cord-018688-gvk9uazp 99 2 performed perform VBN cord-018688-gvk9uazp 99 3 by by IN cord-018688-gvk9uazp 99 4 Google Google NNP cord-018688-gvk9uazp 99 5 and and CC cord-018688-gvk9uazp 99 6 Yahoo Yahoo NNP cord-018688-gvk9uazp 99 7 have have VBP cord-018688-gvk9uazp 99 8 shown show VBN cord-018688-gvk9uazp 99 9 that that IN cord-018688-gvk9uazp 99 10 plotting plot VBG cord-018688-gvk9uazp 99 11 data datum NNS cord-018688-gvk9uazp 99 12 on on IN cord-018688-gvk9uazp 99 13 searches search NNS cord-018688-gvk9uazp 99 14 using use VBG cord-018688-gvk9uazp 99 15 influenza influenza NN cord-018688-gvk9uazp 99 16 - - HYPH cord-018688-gvk9uazp 99 17 related relate VBN cord-018688-gvk9uazp 99 18 keywords keyword NNS cord-018688-gvk9uazp 99 19 has have VBZ cord-018688-gvk9uazp 99 20 led lead VBN cord-018688-gvk9uazp 99 21 to to IN cord-018688-gvk9uazp 99 22 an an DT cord-018688-gvk9uazp 99 23 epidemic epidemic NN cord-018688-gvk9uazp 99 24 curve curve NN cord-018688-gvk9uazp 99 25 that that WDT cord-018688-gvk9uazp 99 26 closely closely RB cord-018688-gvk9uazp 99 27 matched match VBD cord-018688-gvk9uazp 99 28 the the DT cord-018688-gvk9uazp 99 29 epidemic epidemic NN cord-018688-gvk9uazp 99 30 curve curve NN cord-018688-gvk9uazp 99 31 generated generate VBN cord-018688-gvk9uazp 99 32 by by IN cord-018688-gvk9uazp 99 33 traditional traditional JJ cord-018688-gvk9uazp 99 34 surveillance surveillance NN cord-018688-gvk9uazp 99 35 of of IN cord-018688-gvk9uazp 99 36 influenza influenza NN cord-018688-gvk9uazp 99 37 [ [ -LRB- cord-018688-gvk9uazp 99 38 4 4 CD cord-018688-gvk9uazp 99 39 ] ] -RRB- cord-018688-gvk9uazp 99 40 . . . cord-018688-gvk9uazp 100 1 Google Google NNP cord-018688-gvk9uazp 100 2 Flu Flu NNP cord-018688-gvk9uazp 100 3 Trends Trends NNPS cord-018688-gvk9uazp 100 4 analyzes analyze VBZ cord-018688-gvk9uazp 100 5 a a DT cord-018688-gvk9uazp 100 6 fraction fraction NN cord-018688-gvk9uazp 100 7 of of IN cord-018688-gvk9uazp 100 8 the the DT cord-018688-gvk9uazp 100 9 total total JJ cord-018688-gvk9uazp 100 10 Google Google NNP cord-018688-gvk9uazp 100 11 searches search NNS cord-018688-gvk9uazp 100 12 over over IN cord-018688-gvk9uazp 100 13 a a DT cord-018688-gvk9uazp 100 14 period period NN cord-018688-gvk9uazp 100 15 of of IN cord-018688-gvk9uazp 100 16 time time NN cord-018688-gvk9uazp 100 17 , , , cord-018688-gvk9uazp 100 18 and and CC cord-018688-gvk9uazp 100 19 extrapolates extrapolate VBZ cord-018688-gvk9uazp 100 20 the the DT cord-018688-gvk9uazp 100 21 data datum NNS cord-018688-gvk9uazp 100 22 to to TO cord-018688-gvk9uazp 100 23 estimate estimate VB cord-018688-gvk9uazp 100 24 the the DT cord-018688-gvk9uazp 100 25 search search NN cord-018688-gvk9uazp 100 26 volume volume NN cord-018688-gvk9uazp 100 27 . . . cord-018688-gvk9uazp 101 1 The the DT cord-018688-gvk9uazp 101 2 information information NN cord-018688-gvk9uazp 101 3 is be VBZ cord-018688-gvk9uazp 101 4 displayed display VBN cord-018688-gvk9uazp 101 5 in in IN cord-018688-gvk9uazp 101 6 a a DT cord-018688-gvk9uazp 101 7 graph graph NN cord-018688-gvk9uazp 101 8 called call VBN cord-018688-gvk9uazp 101 9 " " `` cord-018688-gvk9uazp 101 10 search search NN cord-018688-gvk9uazp 101 11 volume volume NN cord-018688-gvk9uazp 101 12 index index NN cord-018688-gvk9uazp 101 13 graph graph NN cord-018688-gvk9uazp 101 14 " " '' cord-018688-gvk9uazp 101 15 . . . cord-018688-gvk9uazp 102 1 It -PRON- PRP cord-018688-gvk9uazp 102 2 is be VBZ cord-018688-gvk9uazp 102 3 claimed claim VBN cord-018688-gvk9uazp 102 4 by by IN cord-018688-gvk9uazp 102 5 the the DT cord-018688-gvk9uazp 102 6 tool tool NN cord-018688-gvk9uazp 102 7 's 's POS cord-018688-gvk9uazp 102 8 designers designer NNS cord-018688-gvk9uazp 102 9 that that IN cord-018688-gvk9uazp 102 10 , , , cord-018688-gvk9uazp 102 11 according accord VBG cord-018688-gvk9uazp 102 12 to to IN cord-018688-gvk9uazp 102 13 tool tool NN cord-018688-gvk9uazp 102 14 testing testing NN cord-018688-gvk9uazp 102 15 , , , cord-018688-gvk9uazp 102 16 it -PRON- PRP cord-018688-gvk9uazp 102 17 can can MD cord-018688-gvk9uazp 102 18 detect detect VB cord-018688-gvk9uazp 102 19 outbreaks outbreak NNS cord-018688-gvk9uazp 102 20 of of IN cord-018688-gvk9uazp 102 21 influenza influenza NN cord-018688-gvk9uazp 102 22 7 7 CD cord-018688-gvk9uazp 102 23 - - SYM cord-018688-gvk9uazp 102 24 10 10 CD cord-018688-gvk9uazp 102 25 days day NNS cord-018688-gvk9uazp 102 26 before before IN cord-018688-gvk9uazp 102 27 it -PRON- PRP cord-018688-gvk9uazp 102 28 is be VBZ cord-018688-gvk9uazp 102 29 detected detect VBN cord-018688-gvk9uazp 102 30 by by IN cord-018688-gvk9uazp 102 31 conventional conventional JJ cord-018688-gvk9uazp 102 32 CDC CDC NNP cord-018688-gvk9uazp 102 33 surveillance surveillance NN cord-018688-gvk9uazp 102 34 [ [ -LRB- cord-018688-gvk9uazp 102 35 4 4 CD cord-018688-gvk9uazp 102 36 ] ] -RRB- cord-018688-gvk9uazp 102 37 . . . cord-018688-gvk9uazp 103 1 All all PDT cord-018688-gvk9uazp 103 2 the the DT cord-018688-gvk9uazp 103 3 studied study VBN cord-018688-gvk9uazp 103 4 digital digital JJ cord-018688-gvk9uazp 103 5 resources resource NNS cord-018688-gvk9uazp 103 6 use use VBP cord-018688-gvk9uazp 103 7 similar similar JJ cord-018688-gvk9uazp 103 8 sources source NNS cord-018688-gvk9uazp 103 9 of of IN cord-018688-gvk9uazp 103 10 data datum NNS cord-018688-gvk9uazp 103 11 -official -official JJ cord-018688-gvk9uazp 103 12 reports report NNS cord-018688-gvk9uazp 103 13 , , , cord-018688-gvk9uazp 103 14 as as RB cord-018688-gvk9uazp 103 15 well well RB cord-018688-gvk9uazp 103 16 as as IN cord-018688-gvk9uazp 103 17 media medium NNS cord-018688-gvk9uazp 103 18 reports report NNS cord-018688-gvk9uazp 103 19 , , , cord-018688-gvk9uazp 103 20 including include VBG cord-018688-gvk9uazp 103 21 global global JJ cord-018688-gvk9uazp 103 22 media medium NNS cord-018688-gvk9uazp 103 23 resources resource NNS cord-018688-gvk9uazp 103 24 , , , cord-018688-gvk9uazp 103 25 news news NN cord-018688-gvk9uazp 103 26 aggregators aggregator NNS cord-018688-gvk9uazp 103 27 , , , cord-018688-gvk9uazp 103 28 eyewitness eyewitness NN cord-018688-gvk9uazp 103 29 reports report NNS cord-018688-gvk9uazp 103 30 , , , cord-018688-gvk9uazp 103 31 internet internet NN cord-018688-gvk9uazp 103 32 - - HYPH cord-018688-gvk9uazp 103 33 based base VBN cord-018688-gvk9uazp 103 34 newsletters newsletter NNS cord-018688-gvk9uazp 103 35 and and CC cord-018688-gvk9uazp 103 36 blogs blog NNS cord-018688-gvk9uazp 103 37 . . . cord-018688-gvk9uazp 104 1 However however RB cord-018688-gvk9uazp 104 2 , , , cord-018688-gvk9uazp 104 3 they -PRON- PRP cord-018688-gvk9uazp 104 4 use use VBP cord-018688-gvk9uazp 104 5 different different JJ cord-018688-gvk9uazp 104 6 algorithms algorithm NNS cord-018688-gvk9uazp 104 7 to to TO cord-018688-gvk9uazp 104 8 create create VB cord-018688-gvk9uazp 104 9 their -PRON- PRP$ cord-018688-gvk9uazp 104 10 output output NN cord-018688-gvk9uazp 104 11 , , , cord-018688-gvk9uazp 104 12 and and CC cord-018688-gvk9uazp 104 13 cover cover VB cord-018688-gvk9uazp 104 14 different different JJ cord-018688-gvk9uazp 104 15 geographic geographic JJ cord-018688-gvk9uazp 104 16 areas area NNS cord-018688-gvk9uazp 104 17 . . . cord-018688-gvk9uazp 105 1 In in IN cord-018688-gvk9uazp 105 2 addition addition NN cord-018688-gvk9uazp 105 3 , , , cord-018688-gvk9uazp 105 4 existing exist VBG cord-018688-gvk9uazp 105 5 digital digital JJ cord-018688-gvk9uazp 105 6 resources resource NNS cord-018688-gvk9uazp 105 7 are be VBP cord-018688-gvk9uazp 105 8 different different JJ cord-018688-gvk9uazp 105 9 in in IN cord-018688-gvk9uazp 105 10 the the DT cord-018688-gvk9uazp 105 11 manner manner NN cord-018688-gvk9uazp 105 12 they -PRON- PRP cord-018688-gvk9uazp 105 13 filter filter VBP cord-018688-gvk9uazp 105 14 and and CC cord-018688-gvk9uazp 105 15 analyze analyze VB cord-018688-gvk9uazp 105 16 the the DT cord-018688-gvk9uazp 105 17 information information NN cord-018688-gvk9uazp 105 18 and and CC cord-018688-gvk9uazp 105 19 may may MD cord-018688-gvk9uazp 105 20 create create VB cord-018688-gvk9uazp 105 21 different different JJ cord-018688-gvk9uazp 105 22 output output NN cord-018688-gvk9uazp 105 23 . . . cord-018688-gvk9uazp 106 1 Therefore therefore RB cord-018688-gvk9uazp 106 2 they -PRON- PRP cord-018688-gvk9uazp 106 3 complement complement VBP cord-018688-gvk9uazp 106 4 each each DT cord-018688-gvk9uazp 106 5 other other JJ cord-018688-gvk9uazp 106 6 with with IN cord-018688-gvk9uazp 106 7 respect respect NN cord-018688-gvk9uazp 106 8 to to IN cord-018688-gvk9uazp 106 9 information information NN cord-018688-gvk9uazp 106 10 completeness completeness NN cord-018688-gvk9uazp 106 11 . . . cord-018688-gvk9uazp 107 1 Retrospective retrospective JJ cord-018688-gvk9uazp 107 2 studies study NNS cord-018688-gvk9uazp 107 3 of of IN cord-018688-gvk9uazp 107 4 some some DT cord-018688-gvk9uazp 107 5 systems system NNS cord-018688-gvk9uazp 107 6 have have VBP cord-018688-gvk9uazp 107 7 shown show VBN cord-018688-gvk9uazp 107 8 a a DT cord-018688-gvk9uazp 107 9 theoretical theoretical JJ cord-018688-gvk9uazp 107 10 decrease decrease NN cord-018688-gvk9uazp 107 11 in in IN cord-018688-gvk9uazp 107 12 the the DT cord-018688-gvk9uazp 107 13 time time NN cord-018688-gvk9uazp 107 14 of of IN cord-018688-gvk9uazp 107 15 outbreak outbreak NN cord-018688-gvk9uazp 107 16 detection detection NN cord-018688-gvk9uazp 107 17 compared compare VBN cord-018688-gvk9uazp 107 18 to to IN cord-018688-gvk9uazp 107 19 conventional conventional JJ cord-018688-gvk9uazp 107 20 surveillance surveillance NN cord-018688-gvk9uazp 107 21 . . . cord-018688-gvk9uazp 108 1 However however RB cord-018688-gvk9uazp 108 2 , , , cord-018688-gvk9uazp 108 3 evidence evidence NN cord-018688-gvk9uazp 108 4 of of IN cord-018688-gvk9uazp 108 5 such such JJ cord-018688-gvk9uazp 108 6 ability ability NN cord-018688-gvk9uazp 108 7 in in IN cord-018688-gvk9uazp 108 8 real real JJ cord-018688-gvk9uazp 108 9 time time NN cord-018688-gvk9uazp 108 10 is be VBZ cord-018688-gvk9uazp 108 11 sparse sparse JJ cord-018688-gvk9uazp 108 12 and and CC cord-018688-gvk9uazp 108 13 unclear unclear JJ cord-018688-gvk9uazp 108 14 . . . cord-018688-gvk9uazp 109 1 Chan Chan NNP cord-018688-gvk9uazp 109 2 et et NNP cord-018688-gvk9uazp 109 3 al al NNP cord-018688-gvk9uazp 109 4 . . . cord-018688-gvk9uazp 110 1 [ [ -LRB- cord-018688-gvk9uazp 110 2 8 8 CD cord-018688-gvk9uazp 110 3 ] ] -RRB- cord-018688-gvk9uazp 110 4 have have VBP cord-018688-gvk9uazp 110 5 analyzed analyze VBN cord-018688-gvk9uazp 110 6 the the DT cord-018688-gvk9uazp 110 7 average average JJ cord-018688-gvk9uazp 110 8 interval interval NN cord-018688-gvk9uazp 110 9 between between IN cord-018688-gvk9uazp 110 10 the the DT cord-018688-gvk9uazp 110 11 estimated estimate VBN cord-018688-gvk9uazp 110 12 start start NN cord-018688-gvk9uazp 110 13 of of IN cord-018688-gvk9uazp 110 14 the the DT cord-018688-gvk9uazp 110 15 outbreak outbreak NN cord-018688-gvk9uazp 110 16 to to IN cord-018688-gvk9uazp 110 17 the the DT cord-018688-gvk9uazp 110 18 earliest early JJS cord-018688-gvk9uazp 110 19 date date NN cord-018688-gvk9uazp 110 20 of of IN cord-018688-gvk9uazp 110 21 discovery discovery NN cord-018688-gvk9uazp 110 22 and and CC cord-018688-gvk9uazp 110 23 publication publication NN cord-018688-gvk9uazp 110 24 , , , cord-018688-gvk9uazp 110 25 using use VBG cord-018688-gvk9uazp 110 26 WHO who WP cord-018688-gvk9uazp 110 27 confirmed confirm VBD cord-018688-gvk9uazp 110 28 outbreak outbreak NN cord-018688-gvk9uazp 110 29 reports report NNS cord-018688-gvk9uazp 110 30 , , , cord-018688-gvk9uazp 110 31 as as RB cord-018688-gvk9uazp 110 32 well well RB cord-018688-gvk9uazp 110 33 as as IN cord-018688-gvk9uazp 110 34 ProMED ProMED NNS cord-018688-gvk9uazp 110 35 - - : cord-018688-gvk9uazp 110 36 mail mail NN cord-018688-gvk9uazp 110 37 , , , cord-018688-gvk9uazp 110 38 GPHIN GPHIN NNP cord-018688-gvk9uazp 110 39 and and CC cord-018688-gvk9uazp 110 40 Healthmap Healthmap NNP cord-018688-gvk9uazp 110 41 reports report VBZ cord-018688-gvk9uazp 110 42 . . . cord-018688-gvk9uazp 111 1 Analysis analysis NN cord-018688-gvk9uazp 111 2 showed show VBD cord-018688-gvk9uazp 111 3 a a DT cord-018688-gvk9uazp 111 4 decrease decrease NN cord-018688-gvk9uazp 111 5 in in IN cord-018688-gvk9uazp 111 6 intervals interval NNS cord-018688-gvk9uazp 111 7 over over IN cord-018688-gvk9uazp 111 8 14 14 CD cord-018688-gvk9uazp 111 9 years year NNS cord-018688-gvk9uazp 111 10 , , , cord-018688-gvk9uazp 111 11 which which WDT cord-018688-gvk9uazp 111 12 was be VBD cord-018688-gvk9uazp 111 13 partially partially RB cord-018688-gvk9uazp 111 14 attributed attribute VBN cord-018688-gvk9uazp 111 15 to to IN cord-018688-gvk9uazp 111 16 the the DT cord-018688-gvk9uazp 111 17 emergence emergence NN cord-018688-gvk9uazp 111 18 of of IN cord-018688-gvk9uazp 111 19 informal informal JJ cord-018688-gvk9uazp 111 20 digital digital JJ cord-018688-gvk9uazp 111 21 resources resource NNS cord-018688-gvk9uazp 111 22 [ [ -LRB- cord-018688-gvk9uazp 111 23 8 8 CD cord-018688-gvk9uazp 111 24 ] ] -RRB- cord-018688-gvk9uazp 111 25 . . . cord-018688-gvk9uazp 112 1 A a DT cord-018688-gvk9uazp 112 2 retrospective retrospective JJ cord-018688-gvk9uazp 112 3 study study NN cord-018688-gvk9uazp 112 4 of of IN cord-018688-gvk9uazp 112 5 Argus Argus NNP cord-018688-gvk9uazp 112 6 reports report VBZ cord-018688-gvk9uazp 112 7 on on IN cord-018688-gvk9uazp 112 8 respiratory respiratory JJ cord-018688-gvk9uazp 112 9 disease disease NN cord-018688-gvk9uazp 112 10 in in IN cord-018688-gvk9uazp 112 11 Mexico Mexico NNP cord-018688-gvk9uazp 112 12 showed show VBD cord-018688-gvk9uazp 112 13 a a DT cord-018688-gvk9uazp 112 14 significant significant JJ cord-018688-gvk9uazp 112 15 increase increase NN cord-018688-gvk9uazp 112 16 in in IN cord-018688-gvk9uazp 112 17 reporting report VBG cord-018688-gvk9uazp 112 18 frequency frequency NN cord-018688-gvk9uazp 112 19 during during IN cord-018688-gvk9uazp 112 20 the the DT cord-018688-gvk9uazp 112 21 2008 2008 CD cord-018688-gvk9uazp 112 22 - - SYM cord-018688-gvk9uazp 112 23 2009 2009 CD cord-018688-gvk9uazp 112 24 influenza influenza NN cord-018688-gvk9uazp 112 25 season season NN cord-018688-gvk9uazp 112 26 relative relative JJ cord-018688-gvk9uazp 112 27 to to IN cord-018688-gvk9uazp 112 28 that that DT cord-018688-gvk9uazp 112 29 of of IN cord-018688-gvk9uazp 112 30 2007 2007 CD cord-018688-gvk9uazp 112 31 - - SYM cord-018688-gvk9uazp 112 32 2008 2008 CD cord-018688-gvk9uazp 112 33 . . . cord-018688-gvk9uazp 113 1 The the DT cord-018688-gvk9uazp 113 2 authors author NNS cord-018688-gvk9uazp 113 3 suggest suggest VBP cord-018688-gvk9uazp 113 4 that that IN cord-018688-gvk9uazp 113 5 , , , cord-018688-gvk9uazp 113 6 according accord VBG cord-018688-gvk9uazp 113 7 to to IN cord-018688-gvk9uazp 113 8 these these DT cord-018688-gvk9uazp 113 9 retrospective retrospective JJ cord-018688-gvk9uazp 113 10 results result NNS cord-018688-gvk9uazp 113 11 , , , cord-018688-gvk9uazp 113 12 respiratory respiratory JJ cord-018688-gvk9uazp 113 13 disease disease NN cord-018688-gvk9uazp 113 14 was be VBD cord-018688-gvk9uazp 113 15 prevalent prevalent JJ cord-018688-gvk9uazp 113 16 in in IN cord-018688-gvk9uazp 113 17 Mexico Mexico NNP cord-018688-gvk9uazp 113 18 and and CC cord-018688-gvk9uazp 113 19 reported report VBD cord-018688-gvk9uazp 113 20 as as IN cord-018688-gvk9uazp 113 21 unusual unusual JJ cord-018688-gvk9uazp 113 22 much much RB cord-018688-gvk9uazp 113 23 earlier early RBR cord-018688-gvk9uazp 113 24 than than IN cord-018688-gvk9uazp 113 25 when when WRB cord-018688-gvk9uazp 113 26 the the DT cord-018688-gvk9uazp 113 27 H1N1 H1N1 NNP cord-018688-gvk9uazp 113 28 pandemic pandemic NN cord-018688-gvk9uazp 113 29 virus virus NN cord-018688-gvk9uazp 113 30 was be VBD cord-018688-gvk9uazp 113 31 formally formally RB cord-018688-gvk9uazp 113 32 identified identify VBN cord-018688-gvk9uazp 113 33 . . . cord-018688-gvk9uazp 114 1 However however RB cord-018688-gvk9uazp 114 2 , , , cord-018688-gvk9uazp 114 3 its -PRON- PRP$ cord-018688-gvk9uazp 114 4 connection connection NN cord-018688-gvk9uazp 114 5 with with IN cord-018688-gvk9uazp 114 6 the the DT cord-018688-gvk9uazp 114 7 2009 2009 CD cord-018688-gvk9uazp 114 8 pandemic pandemic NN cord-018688-gvk9uazp 114 9 is be VBZ cord-018688-gvk9uazp 114 10 unclear unclear JJ cord-018688-gvk9uazp 114 11 [ [ -LRB- cord-018688-gvk9uazp 114 12 20 20 CD cord-018688-gvk9uazp 114 13 ] ] -RRB- cord-018688-gvk9uazp 114 14 . . . cord-018688-gvk9uazp 115 1 The the DT cord-018688-gvk9uazp 115 2 Google Google NNP cord-018688-gvk9uazp 115 3 Flu Flu NNP cord-018688-gvk9uazp 115 4 Trends Trends NNPS cord-018688-gvk9uazp 115 5 tool tool NN cord-018688-gvk9uazp 115 6 was be VBD cord-018688-gvk9uazp 115 7 also also RB cord-018688-gvk9uazp 115 8 retrospectively retrospectively RB cord-018688-gvk9uazp 115 9 tested test VBN cord-018688-gvk9uazp 115 10 . . . cord-018688-gvk9uazp 116 1 According accord VBG cord-018688-gvk9uazp 116 2 to to IN cord-018688-gvk9uazp 116 3 retrospective retrospective JJ cord-018688-gvk9uazp 116 4 testing testing NN cord-018688-gvk9uazp 116 5 , , , cord-018688-gvk9uazp 116 6 influenza influenza NN cord-018688-gvk9uazp 116 7 epidemics epidemic NNS cord-018688-gvk9uazp 116 8 can can MD cord-018688-gvk9uazp 116 9 be be VB cord-018688-gvk9uazp 116 10 detected detect VBN cord-018688-gvk9uazp 116 11 by by IN cord-018688-gvk9uazp 116 12 using use VBG cord-018688-gvk9uazp 116 13 Google Google NNP cord-018688-gvk9uazp 116 14 flu flu NN cord-018688-gvk9uazp 116 15 trends trend NNS cord-018688-gvk9uazp 116 16 tool tool VBP cord-018688-gvk9uazp 116 17 7 7 CD cord-018688-gvk9uazp 116 18 - - SYM cord-018688-gvk9uazp 116 19 10 10 CD cord-018688-gvk9uazp 116 20 days day NNS cord-018688-gvk9uazp 116 21 before before IN cord-018688-gvk9uazp 116 22 it -PRON- PRP cord-018688-gvk9uazp 116 23 is be VBZ cord-018688-gvk9uazp 116 24 detected detect VBN cord-018688-gvk9uazp 116 25 by by IN cord-018688-gvk9uazp 116 26 conventional conventional JJ cord-018688-gvk9uazp 116 27 surveillance surveillance NN cord-018688-gvk9uazp 116 28 [ [ -LRB- cord-018688-gvk9uazp 116 29 6 6 CD cord-018688-gvk9uazp 116 30 , , , cord-018688-gvk9uazp 116 31 7 7 CD cord-018688-gvk9uazp 116 32 ] ] -RRB- cord-018688-gvk9uazp 116 33 , , , cord-018688-gvk9uazp 116 34 however however RB cord-018688-gvk9uazp 116 35 , , , cord-018688-gvk9uazp 116 36 there there EX cord-018688-gvk9uazp 116 37 are be VBP cord-018688-gvk9uazp 116 38 still still RB cord-018688-gvk9uazp 116 39 no no DT cord-018688-gvk9uazp 116 40 prospective prospective JJ cord-018688-gvk9uazp 116 41 evidence evidence NN cord-018688-gvk9uazp 116 42 to to IN cord-018688-gvk9uazp 116 43 such such JJ cord-018688-gvk9uazp 116 44 capability capability NN cord-018688-gvk9uazp 116 45 . . . cord-018688-gvk9uazp 117 1 A a DT cord-018688-gvk9uazp 117 2 retrospective retrospective JJ cord-018688-gvk9uazp 117 3 study study NN cord-018688-gvk9uazp 117 4 from from IN cord-018688-gvk9uazp 117 5 China China NNP cord-018688-gvk9uazp 117 6 reported report VBD cord-018688-gvk9uazp 117 7 that that IN cord-018688-gvk9uazp 117 8 Google Google NNP cord-018688-gvk9uazp 117 9 flu flu NN cord-018688-gvk9uazp 117 10 trend trend NN cord-018688-gvk9uazp 117 11 search search NN cord-018688-gvk9uazp 117 12 data datum NNS cord-018688-gvk9uazp 117 13 are be VBP cord-018688-gvk9uazp 117 14 correlated correlate VBN cord-018688-gvk9uazp 117 15 with with IN cord-018688-gvk9uazp 117 16 traditional traditional JJ cord-018688-gvk9uazp 117 17 methods method NNS cord-018688-gvk9uazp 117 18 of of IN cord-018688-gvk9uazp 117 19 surveillance surveillance NN cord-018688-gvk9uazp 117 20 [ [ -LRB- cord-018688-gvk9uazp 117 21 14 14 CD cord-018688-gvk9uazp 117 22 ] ] -RRB- cord-018688-gvk9uazp 117 23 . . . cord-018688-gvk9uazp 118 1 Another another DT cord-018688-gvk9uazp 118 2 retrospective retrospective JJ cord-018688-gvk9uazp 118 3 study study NN cord-018688-gvk9uazp 118 4 tested test VBD cord-018688-gvk9uazp 118 5 the the DT cord-018688-gvk9uazp 118 6 real real JJ cord-018688-gvk9uazp 118 7 - - HYPH cord-018688-gvk9uazp 118 8 time time NN cord-018688-gvk9uazp 118 9 detection detection NN cord-018688-gvk9uazp 118 10 ability ability NN cord-018688-gvk9uazp 118 11 of of IN cord-018688-gvk9uazp 118 12 six six CD cord-018688-gvk9uazp 118 13 informal informal JJ cord-018688-gvk9uazp 118 14 digital digital JJ cord-018688-gvk9uazp 118 15 systems system NNS cord-018688-gvk9uazp 118 16 , , , cord-018688-gvk9uazp 118 17 including include VBG cord-018688-gvk9uazp 118 18 Argus Argus NNP cord-018688-gvk9uazp 118 19 , , , cord-018688-gvk9uazp 118 20 BioCaster BioCaster NNP cord-018688-gvk9uazp 118 21 , , , cord-018688-gvk9uazp 118 22 GPHIN GPHIN NNP cord-018688-gvk9uazp 118 23 , , , cord-018688-gvk9uazp 118 24 HealthMap HealthMap NNP cord-018688-gvk9uazp 118 25 , , , cord-018688-gvk9uazp 118 26 MedISys MedISys NNP cord-018688-gvk9uazp 118 27 and and CC cord-018688-gvk9uazp 118 28 ProMED ProMED NNS cord-018688-gvk9uazp 118 29 - - HYPH cord-018688-gvk9uazp 118 30 mail mail NN cord-018688-gvk9uazp 118 31 . . . cord-018688-gvk9uazp 119 1 Data datum NNS cord-018688-gvk9uazp 119 2 from from IN cord-018688-gvk9uazp 119 3 these these DT cord-018688-gvk9uazp 119 4 systems system NNS cord-018688-gvk9uazp 119 5 were be VBD cord-018688-gvk9uazp 119 6 used use VBN cord-018688-gvk9uazp 119 7 to to TO cord-018688-gvk9uazp 119 8 detect detect VB cord-018688-gvk9uazp 119 9 epidemics epidemic NNS cord-018688-gvk9uazp 119 10 and and CC cord-018688-gvk9uazp 119 11 compared compare VBN cord-018688-gvk9uazp 119 12 to to IN cord-018688-gvk9uazp 119 13 official official JJ cord-018688-gvk9uazp 119 14 data datum NNS cord-018688-gvk9uazp 119 15 . . . cord-018688-gvk9uazp 120 1 Results result NNS cord-018688-gvk9uazp 120 2 suggested suggest VBD cord-018688-gvk9uazp 120 3 that that IN cord-018688-gvk9uazp 120 4 all all DT cord-018688-gvk9uazp 120 5 tested test VBN cord-018688-gvk9uazp 120 6 systems system NNS cord-018688-gvk9uazp 120 7 have have VBP cord-018688-gvk9uazp 120 8 shown show VBN cord-018688-gvk9uazp 120 9 retrospective retrospective JJ cord-018688-gvk9uazp 120 10 real real JJ cord-018688-gvk9uazp 120 11 - - HYPH cord-018688-gvk9uazp 120 12 time time NN cord-018688-gvk9uazp 120 13 detection detection NN cord-018688-gvk9uazp 120 14 ability ability NN cord-018688-gvk9uazp 120 15 . . . cord-018688-gvk9uazp 121 1 Moreover moreover RB cord-018688-gvk9uazp 121 2 , , , cord-018688-gvk9uazp 121 3 it -PRON- PRP cord-018688-gvk9uazp 121 4 was be VBD cord-018688-gvk9uazp 121 5 found find VBN cord-018688-gvk9uazp 121 6 that that IN cord-018688-gvk9uazp 121 7 the the DT cord-018688-gvk9uazp 121 8 combined combine VBN cord-018688-gvk9uazp 121 9 expertise expertise NN cord-018688-gvk9uazp 121 10 amongst amongst IN cord-018688-gvk9uazp 121 11 systems system NNS cord-018688-gvk9uazp 121 12 provided provide VBD cord-018688-gvk9uazp 121 13 a a DT cord-018688-gvk9uazp 121 14 better well JJR cord-018688-gvk9uazp 121 15 early early JJ cord-018688-gvk9uazp 121 16 detection detection NN cord-018688-gvk9uazp 121 17 [ [ -LRB- cord-018688-gvk9uazp 121 18 3 3 CD cord-018688-gvk9uazp 121 19 ] ] -RRB- cord-018688-gvk9uazp 121 20 . . . cord-018688-gvk9uazp 122 1 Unlike unlike IN cord-018688-gvk9uazp 122 2 retrospective retrospective JJ cord-018688-gvk9uazp 122 3 evidence evidence NN cord-018688-gvk9uazp 122 4 , , , cord-018688-gvk9uazp 122 5 prospective prospective JJ cord-018688-gvk9uazp 122 6 evidence evidence NN cord-018688-gvk9uazp 122 7 of of IN cord-018688-gvk9uazp 122 8 informal informal JJ cord-018688-gvk9uazp 122 9 digital digital JJ cord-018688-gvk9uazp 122 10 systems system NNS cord-018688-gvk9uazp 122 11 capability capability NN cord-018688-gvk9uazp 122 12 for for IN cord-018688-gvk9uazp 122 13 early early JJ cord-018688-gvk9uazp 122 14 detection detection NN cord-018688-gvk9uazp 122 15 of of IN cord-018688-gvk9uazp 122 16 epidemics epidemic NNS cord-018688-gvk9uazp 122 17 is be VBZ cord-018688-gvk9uazp 122 18 sparse sparse JJ cord-018688-gvk9uazp 122 19 . . . cord-018688-gvk9uazp 123 1 Some some DT cord-018688-gvk9uazp 123 2 epidemics epidemic NNS cord-018688-gvk9uazp 123 3 have have VBP cord-018688-gvk9uazp 123 4 been be VBN cord-018688-gvk9uazp 123 5 claimed claim VBN cord-018688-gvk9uazp 123 6 to to TO cord-018688-gvk9uazp 123 7 be be VB cord-018688-gvk9uazp 123 8 first first RB cord-018688-gvk9uazp 123 9 reported report VBN cord-018688-gvk9uazp 123 10 by by IN cord-018688-gvk9uazp 123 11 ProMED ProMED NNS cord-018688-gvk9uazp 123 12 - - HYPH cord-018688-gvk9uazp 123 13 mail mail NN cord-018688-gvk9uazp 123 14 , , , cord-018688-gvk9uazp 123 15 before before IN cord-018688-gvk9uazp 123 16 they -PRON- PRP cord-018688-gvk9uazp 123 17 were be VBD cord-018688-gvk9uazp 123 18 officially officially RB cord-018688-gvk9uazp 123 19 reported report VBN cord-018688-gvk9uazp 123 20 by by IN cord-018688-gvk9uazp 123 21 the the DT cord-018688-gvk9uazp 123 22 WHO WHO NNP cord-018688-gvk9uazp 123 23 [ [ -LRB- cord-018688-gvk9uazp 123 24 15 15 CD cord-018688-gvk9uazp 123 25 ] ] -RRB- cord-018688-gvk9uazp 123 26 . . . cord-018688-gvk9uazp 124 1 These these DT cord-018688-gvk9uazp 124 2 reports report NNS cord-018688-gvk9uazp 124 3 were be VBD cord-018688-gvk9uazp 124 4 proved prove VBN cord-018688-gvk9uazp 124 5 to to TO cord-018688-gvk9uazp 124 6 be be VB cord-018688-gvk9uazp 124 7 reliable reliable JJ cord-018688-gvk9uazp 124 8 , , , cord-018688-gvk9uazp 124 9 since since IN cord-018688-gvk9uazp 124 10 they -PRON- PRP cord-018688-gvk9uazp 124 11 were be VBD cord-018688-gvk9uazp 124 12 later later RB cord-018688-gvk9uazp 124 13 confirmed confirm VBN cord-018688-gvk9uazp 124 14 by by IN cord-018688-gvk9uazp 124 15 the the DT cord-018688-gvk9uazp 124 16 WHO WHO NNP cord-018688-gvk9uazp 124 17 . . . cord-018688-gvk9uazp 125 1 However however RB cord-018688-gvk9uazp 125 2 most most JJS cord-018688-gvk9uazp 125 3 of of IN cord-018688-gvk9uazp 125 4 the the DT cord-018688-gvk9uazp 125 5 reports report NNS cord-018688-gvk9uazp 125 6 were be VBD cord-018688-gvk9uazp 125 7 first first RB cord-018688-gvk9uazp 125 8 published publish VBN cord-018688-gvk9uazp 125 9 by by IN cord-018688-gvk9uazp 125 10 ProMED ProMED NNS cord-018688-gvk9uazp 125 11 - - : cord-018688-gvk9uazp 125 12 mail mail NN cord-018688-gvk9uazp 125 13 not not RB cord-018688-gvk9uazp 125 14 because because IN cord-018688-gvk9uazp 125 15 the the DT cord-018688-gvk9uazp 125 16 information information NN cord-018688-gvk9uazp 125 17 was be VBD cord-018688-gvk9uazp 125 18 not not RB cord-018688-gvk9uazp 125 19 available available JJ cord-018688-gvk9uazp 125 20 to to IN cord-018688-gvk9uazp 125 21 the the DT cord-018688-gvk9uazp 125 22 WHO WHO NNP cord-018688-gvk9uazp 125 23 by by IN cord-018688-gvk9uazp 125 24 this this DT cord-018688-gvk9uazp 125 25 time time NN cord-018688-gvk9uazp 125 26 , , , cord-018688-gvk9uazp 125 27 but but CC cord-018688-gvk9uazp 125 28 because because IN cord-018688-gvk9uazp 125 29 the the DT cord-018688-gvk9uazp 125 30 WHO who WP cord-018688-gvk9uazp 125 31 was be VBD cord-018688-gvk9uazp 125 32 not not RB cord-018688-gvk9uazp 125 33 authorized authorize VBN cord-018688-gvk9uazp 125 34 to to TO cord-018688-gvk9uazp 125 35 publish publish VB cord-018688-gvk9uazp 125 36 them -PRON- PRP cord-018688-gvk9uazp 125 37 due due JJ cord-018688-gvk9uazp 125 38 to to IN cord-018688-gvk9uazp 125 39 lack lack NN cord-018688-gvk9uazp 125 40 of of IN cord-018688-gvk9uazp 125 41 conformation conformation NN cord-018688-gvk9uazp 125 42 [ [ -LRB- cord-018688-gvk9uazp 125 43 15 15 CD cord-018688-gvk9uazp 125 44 ] ] -RRB- cord-018688-gvk9uazp 125 45 . . . cord-018688-gvk9uazp 126 1 The the DT cord-018688-gvk9uazp 126 2 SARS SARS NNP cord-018688-gvk9uazp 126 3 in in IN cord-018688-gvk9uazp 126 4 China China NNP cord-018688-gvk9uazp 126 5 ( ( -LRB- cord-018688-gvk9uazp 126 6 February February NNP cord-018688-gvk9uazp 126 7 10 10 CD cord-018688-gvk9uazp 126 8 , , , cord-018688-gvk9uazp 126 9 2003 2003 CD cord-018688-gvk9uazp 126 10 ) ) -RRB- cord-018688-gvk9uazp 126 11 is be VBZ cord-018688-gvk9uazp 126 12 the the DT cord-018688-gvk9uazp 126 13 best well RBS cord-018688-gvk9uazp 126 14 known know VBN cord-018688-gvk9uazp 126 15 outbreak outbreak NN cord-018688-gvk9uazp 126 16 first first RB cord-018688-gvk9uazp 126 17 reported report VBD cord-018688-gvk9uazp 126 18 on on IN cord-018688-gvk9uazp 126 19 ProMED ProMED NNS cord-018688-gvk9uazp 126 20 - - HYPH cord-018688-gvk9uazp 126 21 mail mail NN cord-018688-gvk9uazp 126 22 [ [ -LRB- cord-018688-gvk9uazp 126 23 17 17 CD cord-018688-gvk9uazp 126 24 ] ] -RRB- cord-018688-gvk9uazp 126 25 . . . cord-018688-gvk9uazp 127 1 A a DT cord-018688-gvk9uazp 127 2 detection detection NN cord-018688-gvk9uazp 127 3 in in IN cord-018688-gvk9uazp 127 4 real real JJ cord-018688-gvk9uazp 127 5 - - HYPH cord-018688-gvk9uazp 127 6 time time NN cord-018688-gvk9uazp 127 7 was be VBD cord-018688-gvk9uazp 127 8 also also RB cord-018688-gvk9uazp 127 9 demonstrated demonstrate VBN cord-018688-gvk9uazp 127 10 by by IN cord-018688-gvk9uazp 127 11 GPHIN GPHIN NNP cord-018688-gvk9uazp 127 12 during during IN cord-018688-gvk9uazp 127 13 the the DT cord-018688-gvk9uazp 127 14 SARS SARS NNP cord-018688-gvk9uazp 127 15 outbreak outbreak NN cord-018688-gvk9uazp 127 16 of of IN cord-018688-gvk9uazp 127 17 2002 2002 CD cord-018688-gvk9uazp 127 18 . . . cord-018688-gvk9uazp 128 1 GPHIN GPHIN NNP cord-018688-gvk9uazp 128 2 detected detect VBD cord-018688-gvk9uazp 128 3 SARS SARS NNP cord-018688-gvk9uazp 128 4 and and CC cord-018688-gvk9uazp 128 5 issues issue NNS cord-018688-gvk9uazp 128 6 the the DT cord-018688-gvk9uazp 128 7 first first JJ cord-018688-gvk9uazp 128 8 alert alert NN cord-018688-gvk9uazp 128 9 to to IN cord-018688-gvk9uazp 128 10 the the DT cord-018688-gvk9uazp 128 11 WHO WHO NNP cord-018688-gvk9uazp 128 12 more more JJR cord-018688-gvk9uazp 128 13 than than IN cord-018688-gvk9uazp 128 14 2 2 CD cord-018688-gvk9uazp 128 15 months month NNS cord-018688-gvk9uazp 128 16 before before IN cord-018688-gvk9uazp 128 17 it -PRON- PRP cord-018688-gvk9uazp 128 18 was be VBD cord-018688-gvk9uazp 128 19 first first RB cord-018688-gvk9uazp 128 20 published publish VBN cord-018688-gvk9uazp 128 21 by by IN cord-018688-gvk9uazp 128 22 the the DT cord-018688-gvk9uazp 128 23 WHO WHO NNP cord-018688-gvk9uazp 128 24 [ [ -LRB- cord-018688-gvk9uazp 128 25 16 16 CD cord-018688-gvk9uazp 128 26 , , , cord-018688-gvk9uazp 128 27 18 18 CD cord-018688-gvk9uazp 128 28 , , , cord-018688-gvk9uazp 128 29 24 24 CD cord-018688-gvk9uazp 128 30 ] ] -RRB- cord-018688-gvk9uazp 128 31 . . . cord-018688-gvk9uazp 129 1 However however RB cord-018688-gvk9uazp 129 2 , , , cord-018688-gvk9uazp 129 3 the the DT cord-018688-gvk9uazp 129 4 time time NN cord-018688-gvk9uazp 129 5 between between IN cord-018688-gvk9uazp 129 6 the the DT cord-018688-gvk9uazp 129 7 GPHIN GPHIN NNP cord-018688-gvk9uazp 129 8 alert alert NN cord-018688-gvk9uazp 129 9 and and CC cord-018688-gvk9uazp 129 10 the the DT cord-018688-gvk9uazp 129 11 first first JJ cord-018688-gvk9uazp 129 12 time time NN cord-018688-gvk9uazp 129 13 it -PRON- PRP cord-018688-gvk9uazp 129 14 was be VBD cord-018688-gvk9uazp 129 15 reported report VBN cord-018688-gvk9uazp 129 16 by by IN cord-018688-gvk9uazp 129 17 the the DT cord-018688-gvk9uazp 129 18 WHO who WP cord-018688-gvk9uazp 129 19 implies imply VBZ cord-018688-gvk9uazp 129 20 that that IN cord-018688-gvk9uazp 129 21 the the DT cord-018688-gvk9uazp 129 22 whole whole JJ cord-018688-gvk9uazp 129 23 detection detection NN cord-018688-gvk9uazp 129 24 process process NN cord-018688-gvk9uazp 129 25 was be VBD cord-018688-gvk9uazp 129 26 not not RB cord-018688-gvk9uazp 129 27 shortened shorten VBN cord-018688-gvk9uazp 129 28 due due IN cord-018688-gvk9uazp 129 29 to to IN cord-018688-gvk9uazp 129 30 the the DT cord-018688-gvk9uazp 129 31 GPHIN GPHIN NNP cord-018688-gvk9uazp 129 32 alert alert NN cord-018688-gvk9uazp 129 33 . . . cord-018688-gvk9uazp 130 1 Retrospective retrospective JJ cord-018688-gvk9uazp 130 2 reviews review NNS cord-018688-gvk9uazp 130 3 of of IN cord-018688-gvk9uazp 130 4 the the DT cord-018688-gvk9uazp 130 5 polio polio NN cord-018688-gvk9uazp 130 6 outbreak outbreak NN cord-018688-gvk9uazp 130 7 of of IN cord-018688-gvk9uazp 130 8 2013 2013 CD cord-018688-gvk9uazp 130 9 and and CC cord-018688-gvk9uazp 130 10 2014 2014 CD cord-018688-gvk9uazp 130 11 and and CC cord-018688-gvk9uazp 130 12 the the DT cord-018688-gvk9uazp 130 13 Ebola Ebola NNP cord-018688-gvk9uazp 130 14 outbreak outbreak NN cord-018688-gvk9uazp 130 15 of of IN cord-018688-gvk9uazp 130 16 2014 2014 CD cord-018688-gvk9uazp 130 17 showed show VBD cord-018688-gvk9uazp 130 18 that that IN cord-018688-gvk9uazp 130 19 informal informal JJ cord-018688-gvk9uazp 130 20 digital digital JJ cord-018688-gvk9uazp 130 21 detection detection NN cord-018688-gvk9uazp 130 22 preceded precede VBD cord-018688-gvk9uazp 130 23 official official JJ cord-018688-gvk9uazp 130 24 detection detection NN cord-018688-gvk9uazp 130 25 by by IN cord-018688-gvk9uazp 130 26 an an DT cord-018688-gvk9uazp 130 27 average average NN cord-018688-gvk9uazp 130 28 of of IN cord-018688-gvk9uazp 130 29 14.6 14.6 CD cord-018688-gvk9uazp 130 30 days day NNS cord-018688-gvk9uazp 130 31 . . . cord-018688-gvk9uazp 131 1 For for IN cord-018688-gvk9uazp 131 2 example example NN cord-018688-gvk9uazp 131 3 , , , cord-018688-gvk9uazp 131 4 ProMED ProMED NNS cord-018688-gvk9uazp 131 5 and and CC cord-018688-gvk9uazp 131 6 GPHIN GPHIN NNP cord-018688-gvk9uazp 131 7 reported report VBD cord-018688-gvk9uazp 131 8 the the DT cord-018688-gvk9uazp 131 9 polio polio NN cord-018688-gvk9uazp 131 10 epidemic epidemic NN cord-018688-gvk9uazp 131 11 in in IN cord-018688-gvk9uazp 131 12 Cameroon Cameroon NNP cord-018688-gvk9uazp 131 13 in in IN cord-018688-gvk9uazp 131 14 2013 2013 CD cord-018688-gvk9uazp 131 15 23 23 CD cord-018688-gvk9uazp 131 16 days day NNS cord-018688-gvk9uazp 131 17 after after IN cord-018688-gvk9uazp 131 18 the the DT cord-018688-gvk9uazp 131 19 outbreak outbreak NN cord-018688-gvk9uazp 131 20 began begin VBD cord-018688-gvk9uazp 131 21 , , , cord-018688-gvk9uazp 131 22 where where WRB cord-018688-gvk9uazp 131 23 the the DT cord-018688-gvk9uazp 131 24 official official NN cord-018688-gvk9uazp 131 25 WHO who WP cord-018688-gvk9uazp 131 26 report report NN cord-018688-gvk9uazp 131 27 was be VBD cord-018688-gvk9uazp 131 28 published publish VBN cord-018688-gvk9uazp 131 29 51 51 CD cord-018688-gvk9uazp 131 30 days day NNS cord-018688-gvk9uazp 131 31 after after IN cord-018688-gvk9uazp 131 32 the the DT cord-018688-gvk9uazp 131 33 outbreak outbreak NN cord-018688-gvk9uazp 131 34 began begin VBD cord-018688-gvk9uazp 131 35 [ [ -LRB- cord-018688-gvk9uazp 131 36 1 1 CD cord-018688-gvk9uazp 131 37 ] ] -RRB- cord-018688-gvk9uazp 131 38 . . . cord-018688-gvk9uazp 132 1 However however RB cord-018688-gvk9uazp 132 2 , , , cord-018688-gvk9uazp 132 3 the the DT cord-018688-gvk9uazp 132 4 digital digital JJ cord-018688-gvk9uazp 132 5 systems system NNS cord-018688-gvk9uazp 132 6 detection detection NN cord-018688-gvk9uazp 132 7 did do VBD cord-018688-gvk9uazp 132 8 not not RB cord-018688-gvk9uazp 132 9 contribute contribute VB cord-018688-gvk9uazp 132 10 in in IN cord-018688-gvk9uazp 132 11 real real JJ cord-018688-gvk9uazp 132 12 - - HYPH cord-018688-gvk9uazp 132 13 time time NN cord-018688-gvk9uazp 132 14 to to IN cord-018688-gvk9uazp 132 15 the the DT cord-018688-gvk9uazp 132 16 whole whole JJ cord-018688-gvk9uazp 132 17 process process NN cord-018688-gvk9uazp 132 18 of of IN cord-018688-gvk9uazp 132 19 outbreak outbreak NN cord-018688-gvk9uazp 132 20 detection detection NN cord-018688-gvk9uazp 132 21 and and CC cord-018688-gvk9uazp 132 22 declaration declaration NN cord-018688-gvk9uazp 132 23 . . . cord-018688-gvk9uazp 133 1 Hence hence RB cord-018688-gvk9uazp 133 2 , , , cord-018688-gvk9uazp 133 3 in in IN cord-018688-gvk9uazp 133 4 real real JJ cord-018688-gvk9uazp 133 5 - - HYPH cord-018688-gvk9uazp 133 6 time time NN cord-018688-gvk9uazp 133 7 it -PRON- PRP cord-018688-gvk9uazp 133 8 is be VBZ cord-018688-gvk9uazp 133 9 not not RB cord-018688-gvk9uazp 133 10 an an DT cord-018688-gvk9uazp 133 11 early early JJ cord-018688-gvk9uazp 133 12 detection detection NN cord-018688-gvk9uazp 133 13 . . . cord-018688-gvk9uazp 134 1 There there EX cord-018688-gvk9uazp 134 2 is be VBZ cord-018688-gvk9uazp 134 3 evidence evidence NN cord-018688-gvk9uazp 134 4 in in IN cord-018688-gvk9uazp 134 5 the the DT cord-018688-gvk9uazp 134 6 literature literature NN cord-018688-gvk9uazp 134 7 on on IN cord-018688-gvk9uazp 134 8 the the DT cord-018688-gvk9uazp 134 9 systems system NNS cord-018688-gvk9uazp 134 10 ' ' POS cord-018688-gvk9uazp 134 11 usefulness usefulness NN cord-018688-gvk9uazp 134 12 in in IN cord-018688-gvk9uazp 134 13 communicating communicate VBG cord-018688-gvk9uazp 134 14 the the DT cord-018688-gvk9uazp 134 15 information information NN cord-018688-gvk9uazp 134 16 during during IN cord-018688-gvk9uazp 134 17 previous previous JJ cord-018688-gvk9uazp 134 18 outbreaks outbreak NNS cord-018688-gvk9uazp 134 19 to to IN cord-018688-gvk9uazp 134 20 public public JJ cord-018688-gvk9uazp 134 21 health health NN cord-018688-gvk9uazp 134 22 professionals professional NNS cord-018688-gvk9uazp 134 23 , , , cord-018688-gvk9uazp 134 24 as as RB cord-018688-gvk9uazp 134 25 well well RB cord-018688-gvk9uazp 134 26 as as IN cord-018688-gvk9uazp 134 27 to to IN cord-018688-gvk9uazp 134 28 the the DT cord-018688-gvk9uazp 134 29 general general JJ cord-018688-gvk9uazp 134 30 public public NN cord-018688-gvk9uazp 134 31 . . . cord-018688-gvk9uazp 135 1 ProMED ProMED NNS cord-018688-gvk9uazp 135 2 - - : cord-018688-gvk9uazp 135 3 mail mail NN cord-018688-gvk9uazp 135 4 and and CC cord-018688-gvk9uazp 135 5 GPHIN GPHIN NNP cord-018688-gvk9uazp 135 6 had have VBD cord-018688-gvk9uazp 135 7 critical critical JJ cord-018688-gvk9uazp 135 8 roles role NNS cord-018688-gvk9uazp 135 9 in in IN cord-018688-gvk9uazp 135 10 updating update VBG cord-018688-gvk9uazp 135 11 public public JJ cord-018688-gvk9uazp 135 12 health health NN cord-018688-gvk9uazp 135 13 officials official NNS cord-018688-gvk9uazp 135 14 about about IN cord-018688-gvk9uazp 135 15 the the DT cord-018688-gvk9uazp 135 16 SARS SARS NNP cord-018688-gvk9uazp 135 17 outbreak outbreak NN cord-018688-gvk9uazp 135 18 in in IN cord-018688-gvk9uazp 135 19 2002 2002 CD cord-018688-gvk9uazp 135 20 [ [ -LRB- cord-018688-gvk9uazp 135 21 4 4 CD cord-018688-gvk9uazp 135 22 ] ] -RRB- cord-018688-gvk9uazp 135 23 . . . cord-018688-gvk9uazp 136 1 Such such JJ cord-018688-gvk9uazp 136 2 systems system NNS cord-018688-gvk9uazp 136 3 are be VBP cord-018688-gvk9uazp 136 4 also also RB cord-018688-gvk9uazp 136 5 capable capable JJ cord-018688-gvk9uazp 136 6 of of IN cord-018688-gvk9uazp 136 7 providing provide VBG cord-018688-gvk9uazp 136 8 officials official NNS cord-018688-gvk9uazp 136 9 , , , cord-018688-gvk9uazp 136 10 clinicians clinician NNS cord-018688-gvk9uazp 136 11 and and CC cord-018688-gvk9uazp 136 12 the the DT cord-018688-gvk9uazp 136 13 general general JJ cord-018688-gvk9uazp 136 14 public public NN cord-018688-gvk9uazp 136 15 with with IN cord-018688-gvk9uazp 136 16 guidance guidance NN cord-018688-gvk9uazp 136 17 to to IN cord-018688-gvk9uazp 136 18 medical medical JJ cord-018688-gvk9uazp 136 19 decision decision NN cord-018688-gvk9uazp 136 20 making making NN cord-018688-gvk9uazp 136 21 , , , cord-018688-gvk9uazp 136 22 including include VBG cord-018688-gvk9uazp 136 23 the the DT cord-018688-gvk9uazp 136 24 importance importance NN cord-018688-gvk9uazp 136 25 of of IN cord-018688-gvk9uazp 136 26 vaccination vaccination NN cord-018688-gvk9uazp 136 27 and and CC cord-018688-gvk9uazp 136 28 other other JJ cord-018688-gvk9uazp 136 29 preventive preventive JJ cord-018688-gvk9uazp 136 30 actions action NNS cord-018688-gvk9uazp 136 31 [ [ -LRB- cord-018688-gvk9uazp 136 32 4 4 CD cord-018688-gvk9uazp 136 33 ] ] -RRB- cord-018688-gvk9uazp 136 34 . . . cord-018688-gvk9uazp 137 1 The the DT cord-018688-gvk9uazp 137 2 first first JJ cord-018688-gvk9uazp 137 3 report report NN cord-018688-gvk9uazp 137 4 on on IN cord-018688-gvk9uazp 137 5 SARS SARS NNP cord-018688-gvk9uazp 137 6 on on IN cord-018688-gvk9uazp 137 7 February February NNP cord-018688-gvk9uazp 137 8 10 10 CD cord-018688-gvk9uazp 137 9 , , , cord-018688-gvk9uazp 137 10 2003 2003 CD cord-018688-gvk9uazp 137 11 published publish VBN cord-018688-gvk9uazp 137 12 by by IN cord-018688-gvk9uazp 137 13 ProMEDmail ProMEDmail NNP cord-018688-gvk9uazp 137 14 , , , cord-018688-gvk9uazp 137 15 and and CC cord-018688-gvk9uazp 137 16 the the DT cord-018688-gvk9uazp 137 17 hundreds hundred NNS cord-018688-gvk9uazp 137 18 of of IN cord-018688-gvk9uazp 137 19 subsequent subsequent JJ cord-018688-gvk9uazp 137 20 ProMED ProMED NNS cord-018688-gvk9uazp 137 21 - - HYPH cord-018688-gvk9uazp 137 22 mail mail NN cord-018688-gvk9uazp 137 23 reports report NNS cord-018688-gvk9uazp 137 24 have have VBP cord-018688-gvk9uazp 137 25 helped help VBN cord-018688-gvk9uazp 137 26 health health NN cord-018688-gvk9uazp 137 27 professionals professional NNS cord-018688-gvk9uazp 137 28 worldwide worldwide RB cord-018688-gvk9uazp 137 29 to to TO cord-018688-gvk9uazp 137 30 gather gather VB cord-018688-gvk9uazp 137 31 critical critical JJ cord-018688-gvk9uazp 137 32 details detail NNS cord-018688-gvk9uazp 137 33 regarding regard VBG cord-018688-gvk9uazp 137 34 SARS SARS NNP cord-018688-gvk9uazp 137 35 , , , cord-018688-gvk9uazp 137 36 and and CC cord-018688-gvk9uazp 137 37 by by IN cord-018688-gvk9uazp 137 38 this this DT cord-018688-gvk9uazp 137 39 to to TO cord-018688-gvk9uazp 137 40 recognize recognize VB cord-018688-gvk9uazp 137 41 SARS SARS NNP cord-018688-gvk9uazp 137 42 and and CC cord-018688-gvk9uazp 137 43 discover discover VB cord-018688-gvk9uazp 137 44 its -PRON- PRP$ cord-018688-gvk9uazp 137 45 cause cause NN cord-018688-gvk9uazp 137 46 [ [ -LRB- cord-018688-gvk9uazp 137 47 15 15 CD cord-018688-gvk9uazp 137 48 ] ] -RRB- cord-018688-gvk9uazp 137 49 . . . cord-018688-gvk9uazp 138 1 Assessment assessment NN cord-018688-gvk9uazp 138 2 of of IN cord-018688-gvk9uazp 138 3 correlation correlation NN cord-018688-gvk9uazp 138 4 between between IN cord-018688-gvk9uazp 138 5 Healthmap Healthmap NNP cord-018688-gvk9uazp 138 6 reports report NNS cord-018688-gvk9uazp 138 7 and and CC cord-018688-gvk9uazp 138 8 official official JJ cord-018688-gvk9uazp 138 9 government government NN cord-018688-gvk9uazp 138 10 reports report NNS cord-018688-gvk9uazp 138 11 reported report VBN cord-018688-gvk9uazp 138 12 during during IN cord-018688-gvk9uazp 138 13 the the DT cord-018688-gvk9uazp 138 14 first first JJ cord-018688-gvk9uazp 138 15 100 100 CD cord-018688-gvk9uazp 138 16 day day NN cord-018688-gvk9uazp 138 17 of of IN cord-018688-gvk9uazp 138 18 the the DT cord-018688-gvk9uazp 138 19 2010 2010 CD cord-018688-gvk9uazp 138 20 Haitian haitian JJ cord-018688-gvk9uazp 138 21 Cholera Cholera NNP cord-018688-gvk9uazp 138 22 outbreak outbreak NN cord-018688-gvk9uazp 138 23 has have VBZ cord-018688-gvk9uazp 138 24 confirmed confirm VBN cord-018688-gvk9uazp 138 25 that that IN cord-018688-gvk9uazp 138 26 data datum NNS cord-018688-gvk9uazp 138 27 yielded yield VBN cord-018688-gvk9uazp 138 28 from from IN cord-018688-gvk9uazp 138 29 informal informal JJ cord-018688-gvk9uazp 138 30 digital digital JJ cord-018688-gvk9uazp 138 31 systems system NNS cord-018688-gvk9uazp 138 32 were be VBD cord-018688-gvk9uazp 138 33 well well RB cord-018688-gvk9uazp 138 34 correlated correlate VBN cord-018688-gvk9uazp 138 35 with with IN cord-018688-gvk9uazp 138 36 data datum NNS cord-018688-gvk9uazp 138 37 officially officially RB cord-018688-gvk9uazp 138 38 reported report VBN cord-018688-gvk9uazp 138 39 from from IN cord-018688-gvk9uazp 138 40 the the DT cord-018688-gvk9uazp 138 41 Haitian haitian JJ cord-018688-gvk9uazp 138 42 health health NN cord-018688-gvk9uazp 138 43 authorities authority NNS cord-018688-gvk9uazp 138 44 . . . cord-018688-gvk9uazp 139 1 Moreover moreover RB cord-018688-gvk9uazp 139 2 , , , cord-018688-gvk9uazp 139 3 this this DT cord-018688-gvk9uazp 139 4 study study NN cord-018688-gvk9uazp 139 5 has have VBZ cord-018688-gvk9uazp 139 6 shown show VBN cord-018688-gvk9uazp 139 7 that that IN cord-018688-gvk9uazp 139 8 informal informal JJ cord-018688-gvk9uazp 139 9 digital digital JJ cord-018688-gvk9uazp 139 10 systems system NNS cord-018688-gvk9uazp 139 11 are be VBP cord-018688-gvk9uazp 139 12 capable capable JJ cord-018688-gvk9uazp 139 13 of of IN cord-018688-gvk9uazp 139 14 being be VBG cord-018688-gvk9uazp 139 15 used use VBN cord-018688-gvk9uazp 139 16 at at IN cord-018688-gvk9uazp 139 17 the the DT cord-018688-gvk9uazp 139 18 early early JJ cord-018688-gvk9uazp 139 19 stages stage NNS cord-018688-gvk9uazp 139 20 of of IN cord-018688-gvk9uazp 139 21 an an DT cord-018688-gvk9uazp 139 22 outbreak outbreak NN cord-018688-gvk9uazp 139 23 not not RB cord-018688-gvk9uazp 139 24 only only RB cord-018688-gvk9uazp 139 25 as as IN cord-018688-gvk9uazp 139 26 an an DT cord-018688-gvk9uazp 139 27 indicator indicator NN cord-018688-gvk9uazp 139 28 of of IN cord-018688-gvk9uazp 139 29 the the DT cord-018688-gvk9uazp 139 30 outbreak outbreak NN cord-018688-gvk9uazp 139 31 occurrence occurrence NN cord-018688-gvk9uazp 139 32 , , , cord-018688-gvk9uazp 139 33 but but CC cord-018688-gvk9uazp 139 34 also also RB cord-018688-gvk9uazp 139 35 as as IN cord-018688-gvk9uazp 139 36 a a DT cord-018688-gvk9uazp 139 37 predictive predictive JJ cord-018688-gvk9uazp 139 38 tool tool NN cord-018688-gvk9uazp 139 39 by by IN cord-018688-gvk9uazp 139 40 providing provide VBG cord-018688-gvk9uazp 139 41 a a DT cord-018688-gvk9uazp 139 42 reliable reliable JJ cord-018688-gvk9uazp 139 43 estimation estimation NN cord-018688-gvk9uazp 139 44 of of IN cord-018688-gvk9uazp 139 45 the the DT cord-018688-gvk9uazp 139 46 reproductive reproductive JJ cord-018688-gvk9uazp 139 47 number number NN cord-018688-gvk9uazp 139 48 , , , cord-018688-gvk9uazp 139 49 a a DT cord-018688-gvk9uazp 139 50 major major JJ cord-018688-gvk9uazp 139 51 epidemic epidemic NN cord-018688-gvk9uazp 139 52 parameter parameter NN cord-018688-gvk9uazp 139 53 [ [ -LRB- cord-018688-gvk9uazp 139 54 9 9 CD cord-018688-gvk9uazp 139 55 ] ] -RRB- cord-018688-gvk9uazp 139 56 . . . cord-018688-gvk9uazp 140 1 There there EX cord-018688-gvk9uazp 140 2 is be VBZ cord-018688-gvk9uazp 140 3 no no DT cord-018688-gvk9uazp 140 4 evidence evidence NN cord-018688-gvk9uazp 140 5 in in IN cord-018688-gvk9uazp 140 6 the the DT cord-018688-gvk9uazp 140 7 literature literature NN cord-018688-gvk9uazp 140 8 of of IN cord-018688-gvk9uazp 140 9 the the DT cord-018688-gvk9uazp 140 10 use use NN cord-018688-gvk9uazp 140 11 of of IN cord-018688-gvk9uazp 140 12 informal informal JJ cord-018688-gvk9uazp 140 13 digital digital JJ cord-018688-gvk9uazp 140 14 systems system NNS cord-018688-gvk9uazp 140 15 after after IN cord-018688-gvk9uazp 140 16 an an DT cord-018688-gvk9uazp 140 17 epiodemic epiodemic NN cord-018688-gvk9uazp 140 18 . . . cord-018688-gvk9uazp 141 1 Nevertheless nevertheless RB cord-018688-gvk9uazp 141 2 , , , cord-018688-gvk9uazp 141 3 we -PRON- PRP cord-018688-gvk9uazp 141 4 believe believe VBP cord-018688-gvk9uazp 141 5 that that IN cord-018688-gvk9uazp 141 6 data datum NNS cord-018688-gvk9uazp 141 7 collected collect VBN cord-018688-gvk9uazp 141 8 during during IN cord-018688-gvk9uazp 141 9 outbreaks outbreak NNS cord-018688-gvk9uazp 141 10 through through IN cord-018688-gvk9uazp 141 11 informal informal JJ cord-018688-gvk9uazp 141 12 digital digital JJ cord-018688-gvk9uazp 141 13 systems system NNS cord-018688-gvk9uazp 141 14 are be VBP cord-018688-gvk9uazp 141 15 being be VBG cord-018688-gvk9uazp 141 16 used use VBN cord-018688-gvk9uazp 141 17 by by IN cord-018688-gvk9uazp 141 18 public public JJ cord-018688-gvk9uazp 141 19 health health NN cord-018688-gvk9uazp 141 20 agencies agency NNS cord-018688-gvk9uazp 141 21 for for IN cord-018688-gvk9uazp 141 22 retrospectively retrospectively RB cord-018688-gvk9uazp 141 23 studying study VBG cord-018688-gvk9uazp 141 24 the the DT cord-018688-gvk9uazp 141 25 dynamics dynamic NNS cord-018688-gvk9uazp 141 26 of of IN cord-018688-gvk9uazp 141 27 epidemic epidemic NN cord-018688-gvk9uazp 141 28 , , , cord-018688-gvk9uazp 141 29 and and CC cord-018688-gvk9uazp 141 30 for for IN cord-018688-gvk9uazp 141 31 drawing draw VBG cord-018688-gvk9uazp 141 32 conclusions conclusion NNS cord-018688-gvk9uazp 141 33 about about IN cord-018688-gvk9uazp 141 34 the the DT cord-018688-gvk9uazp 141 35 management management NN cord-018688-gvk9uazp 141 36 of of IN cord-018688-gvk9uazp 141 37 the the DT cord-018688-gvk9uazp 141 38 epidemic epidemic NN cord-018688-gvk9uazp 141 39 . . . cord-018688-gvk9uazp 142 1 There there EX cord-018688-gvk9uazp 142 2 has have VBZ cord-018688-gvk9uazp 142 3 been be VBN cord-018688-gvk9uazp 142 4 impressive impressive JJ cord-018688-gvk9uazp 142 5 progress progress NN cord-018688-gvk9uazp 142 6 in in IN cord-018688-gvk9uazp 142 7 the the DT cord-018688-gvk9uazp 142 8 development development NN cord-018688-gvk9uazp 142 9 of of IN cord-018688-gvk9uazp 142 10 informal informal JJ cord-018688-gvk9uazp 142 11 digital digital JJ cord-018688-gvk9uazp 142 12 systems system NNS cord-018688-gvk9uazp 142 13 for for IN cord-018688-gvk9uazp 142 14 disease disease NN cord-018688-gvk9uazp 142 15 surveillance surveillance NN cord-018688-gvk9uazp 142 16 . . . cord-018688-gvk9uazp 143 1 Informal informal JJ cord-018688-gvk9uazp 143 2 digital digital JJ cord-018688-gvk9uazp 143 3 systems system NNS cord-018688-gvk9uazp 143 4 are be VBP cord-018688-gvk9uazp 143 5 widely widely RB cord-018688-gvk9uazp 143 6 used use VBN cord-018688-gvk9uazp 143 7 by by IN cord-018688-gvk9uazp 143 8 the the DT cord-018688-gvk9uazp 143 9 general general JJ cord-018688-gvk9uazp 143 10 public public NN cord-018688-gvk9uazp 143 11 , , , cord-018688-gvk9uazp 143 12 as as RB cord-018688-gvk9uazp 143 13 well well RB cord-018688-gvk9uazp 143 14 as as IN cord-018688-gvk9uazp 143 15 by by IN cord-018688-gvk9uazp 143 16 health health NN cord-018688-gvk9uazp 143 17 officials official NNS cord-018688-gvk9uazp 143 18 . . . cord-018688-gvk9uazp 144 1 A a DT cord-018688-gvk9uazp 144 2 good good JJ cord-018688-gvk9uazp 144 3 example example NN cord-018688-gvk9uazp 144 4 is be VBZ cord-018688-gvk9uazp 144 5 the the DT cord-018688-gvk9uazp 144 6 GORAN GORAN NNP cord-018688-gvk9uazp 144 7 digital digital JJ cord-018688-gvk9uazp 144 8 system system NN cord-018688-gvk9uazp 144 9 ( ( -LRB- cord-018688-gvk9uazp 144 10 the the DT cord-018688-gvk9uazp 144 11 Global Global NNP cord-018688-gvk9uazp 144 12 Outbreak Outbreak NNP cord-018688-gvk9uazp 144 13 and and CC cord-018688-gvk9uazp 144 14 Response Response NNP cord-018688-gvk9uazp 144 15 Network Network NNP cord-018688-gvk9uazp 144 16 ) ) -RRB- cord-018688-gvk9uazp 144 17 developed develop VBN cord-018688-gvk9uazp 144 18 by by IN cord-018688-gvk9uazp 144 19 the the DT cord-018688-gvk9uazp 144 20 WHO WHO NNP cord-018688-gvk9uazp 144 21 , , , cord-018688-gvk9uazp 144 22 which which WDT cord-018688-gvk9uazp 144 23 gather gather VBP cord-018688-gvk9uazp 144 24 information information NN cord-018688-gvk9uazp 144 25 from from IN cord-018688-gvk9uazp 144 26 number number NN cord-018688-gvk9uazp 144 27 of of IN cord-018688-gvk9uazp 144 28 sources source NNS cord-018688-gvk9uazp 144 29 both both CC cord-018688-gvk9uazp 144 30 governmental governmental JJ cord-018688-gvk9uazp 144 31 and and CC cord-018688-gvk9uazp 144 32 informal informal JJ cord-018688-gvk9uazp 144 33 , , , cord-018688-gvk9uazp 144 34 including include VBG cord-018688-gvk9uazp 144 35 GPHIN GPHIN NNP cord-018688-gvk9uazp 144 36 and and CC cord-018688-gvk9uazp 144 37 ProMED ProMED NNS cord-018688-gvk9uazp 144 38 - - HYPH cord-018688-gvk9uazp 144 39 mail mail NN cord-018688-gvk9uazp 144 40 [ [ -LRB- cord-018688-gvk9uazp 144 41 17 17 CD cord-018688-gvk9uazp 144 42 ] ] -RRB- cord-018688-gvk9uazp 144 43 . . . cord-018688-gvk9uazp 145 1 One one CD cord-018688-gvk9uazp 145 2 of of IN cord-018688-gvk9uazp 145 3 the the DT cord-018688-gvk9uazp 145 4 most most RBS cord-018688-gvk9uazp 145 5 prominent prominent JJ cord-018688-gvk9uazp 145 6 suggested suggest VBN cord-018688-gvk9uazp 145 7 advantages advantage NNS cord-018688-gvk9uazp 145 8 of of IN cord-018688-gvk9uazp 145 9 the the DT cord-018688-gvk9uazp 145 10 digital digital JJ cord-018688-gvk9uazp 145 11 systems system NNS cord-018688-gvk9uazp 145 12 is be VBZ cord-018688-gvk9uazp 145 13 their -PRON- PRP$ cord-018688-gvk9uazp 145 14 functioning functioning NN cord-018688-gvk9uazp 145 15 in in IN cord-018688-gvk9uazp 145 16 early early JJ cord-018688-gvk9uazp 145 17 notification notification NN cord-018688-gvk9uazp 145 18 of of IN cord-018688-gvk9uazp 145 19 infectious infectious JJ cord-018688-gvk9uazp 145 20 disease disease NN cord-018688-gvk9uazp 145 21 outbreaks outbreak NNS cord-018688-gvk9uazp 145 22 , , , cord-018688-gvk9uazp 145 23 before before IN cord-018688-gvk9uazp 145 24 the the DT cord-018688-gvk9uazp 145 25 official official JJ cord-018688-gvk9uazp 145 26 notifications notification NNS cord-018688-gvk9uazp 145 27 , , , cord-018688-gvk9uazp 145 28 and and CC cord-018688-gvk9uazp 145 29 their -PRON- PRP$ cord-018688-gvk9uazp 145 30 contribution contribution NN cord-018688-gvk9uazp 145 31 to to IN cord-018688-gvk9uazp 145 32 the the DT cord-018688-gvk9uazp 145 33 epidemiological epidemiological JJ cord-018688-gvk9uazp 145 34 investigation investigation NN cord-018688-gvk9uazp 145 35 of of IN cord-018688-gvk9uazp 145 36 the the DT cord-018688-gvk9uazp 145 37 disease disease NN cord-018688-gvk9uazp 145 38 before before IN cord-018688-gvk9uazp 145 39 official official JJ cord-018688-gvk9uazp 145 40 data datum NNS cord-018688-gvk9uazp 145 41 are be VBP cord-018688-gvk9uazp 145 42 available available JJ cord-018688-gvk9uazp 145 43 . . . cord-018688-gvk9uazp 146 1 During during IN cord-018688-gvk9uazp 146 2 epidemics epidemic NNS cord-018688-gvk9uazp 146 3 , , , cord-018688-gvk9uazp 146 4 data datum NNS cord-018688-gvk9uazp 146 5 gathered gather VBD cord-018688-gvk9uazp 146 6 and and CC cord-018688-gvk9uazp 146 7 disseminated disseminate VBN cord-018688-gvk9uazp 146 8 through through IN cord-018688-gvk9uazp 146 9 official official JJ cord-018688-gvk9uazp 146 10 public public JJ cord-018688-gvk9uazp 146 11 health health NN cord-018688-gvk9uazp 146 12 authorities authority NNS cord-018688-gvk9uazp 146 13 are be VBP cord-018688-gvk9uazp 146 14 usually usually RB cord-018688-gvk9uazp 146 15 not not RB cord-018688-gvk9uazp 146 16 available available JJ cord-018688-gvk9uazp 146 17 to to IN cord-018688-gvk9uazp 146 18 public public JJ cord-018688-gvk9uazp 146 19 health health NN cord-018688-gvk9uazp 146 20 officials official NNS cord-018688-gvk9uazp 146 21 and and CC cord-018688-gvk9uazp 146 22 to to IN cord-018688-gvk9uazp 146 23 policy policy NN cord-018688-gvk9uazp 146 24 makers maker NNS cord-018688-gvk9uazp 146 25 for for IN cord-018688-gvk9uazp 146 26 some some DT cord-018688-gvk9uazp 146 27 time time NN cord-018688-gvk9uazp 146 28 , , , cord-018688-gvk9uazp 146 29 sometimes sometimes RB cord-018688-gvk9uazp 146 30 due due IN cord-018688-gvk9uazp 146 31 to to IN cord-018688-gvk9uazp 146 32 political political JJ cord-018688-gvk9uazp 146 33 and and CC cord-018688-gvk9uazp 146 34 logistic logistic JJ cord-018688-gvk9uazp 146 35 limitations limitation NNS cord-018688-gvk9uazp 146 36 . . . cord-018688-gvk9uazp 147 1 This this DT cord-018688-gvk9uazp 147 2 period period NN cord-018688-gvk9uazp 147 3 of of IN cord-018688-gvk9uazp 147 4 time time NN cord-018688-gvk9uazp 147 5 is be VBZ cord-018688-gvk9uazp 147 6 critical critical JJ cord-018688-gvk9uazp 147 7 for for IN cord-018688-gvk9uazp 147 8 estimating estimate VBG cord-018688-gvk9uazp 147 9 the the DT cord-018688-gvk9uazp 147 10 epidemic epidemic NN cord-018688-gvk9uazp 147 11 dynamics dynamic NNS cord-018688-gvk9uazp 147 12 and and CC cord-018688-gvk9uazp 147 13 implementing implement VBG cord-018688-gvk9uazp 147 14 the the DT cord-018688-gvk9uazp 147 15 response response NN cord-018688-gvk9uazp 147 16 plan plan NN cord-018688-gvk9uazp 147 17 [ [ -LRB- cord-018688-gvk9uazp 147 18 9 9 CD cord-018688-gvk9uazp 147 19 ] ] -RRB- cord-018688-gvk9uazp 147 20 . . . cord-018688-gvk9uazp 148 1 Unlike unlike IN cord-018688-gvk9uazp 148 2 official official JJ cord-018688-gvk9uazp 148 3 data datum NNS cord-018688-gvk9uazp 148 4 , , , cord-018688-gvk9uazp 148 5 data datum NNS cord-018688-gvk9uazp 148 6 collected collect VBN cord-018688-gvk9uazp 148 7 by by IN cord-018688-gvk9uazp 148 8 digital digital JJ cord-018688-gvk9uazp 148 9 systems system NNS cord-018688-gvk9uazp 148 10 are be VBP cord-018688-gvk9uazp 148 11 available available JJ cord-018688-gvk9uazp 148 12 in in IN cord-018688-gvk9uazp 148 13 near near JJ cord-018688-gvk9uazp 148 14 real real JJ cord-018688-gvk9uazp 148 15 - - HYPH cord-018688-gvk9uazp 148 16 time time NN cord-018688-gvk9uazp 148 17 , , , cord-018688-gvk9uazp 148 18 and and CC cord-018688-gvk9uazp 148 19 may may MD cord-018688-gvk9uazp 148 20 be be VB cord-018688-gvk9uazp 148 21 used use VBN cord-018688-gvk9uazp 148 22 for for IN cord-018688-gvk9uazp 148 23 epidemiological epidemiological JJ cord-018688-gvk9uazp 148 24 assessment assessment NN cord-018688-gvk9uazp 148 25 . . . cord-018688-gvk9uazp 149 1 A a DT cord-018688-gvk9uazp 149 2 mandatory mandatory JJ cord-018688-gvk9uazp 149 3 requisite requisite NN cord-018688-gvk9uazp 149 4 for for IN cord-018688-gvk9uazp 149 5 the the DT cord-018688-gvk9uazp 149 6 use use NN cord-018688-gvk9uazp 149 7 of of IN cord-018688-gvk9uazp 149 8 digital digital JJ cord-018688-gvk9uazp 149 9 systems system NNS cord-018688-gvk9uazp 149 10 data datum NNS cord-018688-gvk9uazp 149 11 for for IN cord-018688-gvk9uazp 149 12 epidemiological epidemiological JJ cord-018688-gvk9uazp 149 13 investigation investigation NN cord-018688-gvk9uazp 149 14 of of IN cord-018688-gvk9uazp 149 15 an an DT cord-018688-gvk9uazp 149 16 outbreak outbreak NN cord-018688-gvk9uazp 149 17 is be VBZ cord-018688-gvk9uazp 149 18 the the DT cord-018688-gvk9uazp 149 19 reliability reliability NN cord-018688-gvk9uazp 149 20 of of IN cord-018688-gvk9uazp 149 21 the the DT cord-018688-gvk9uazp 149 22 data datum NNS cord-018688-gvk9uazp 149 23 , , , cord-018688-gvk9uazp 149 24 as as RB cord-018688-gvk9uazp 149 25 well well RB cord-018688-gvk9uazp 149 26 as as IN cord-018688-gvk9uazp 149 27 their -PRON- PRP$ cord-018688-gvk9uazp 149 28 equivalence equivalence NN cord-018688-gvk9uazp 149 29 to to IN cord-018688-gvk9uazp 149 30 official official JJ cord-018688-gvk9uazp 149 31 data datum NNS cord-018688-gvk9uazp 149 32 . . . cord-018688-gvk9uazp 150 1 In in IN cord-018688-gvk9uazp 150 2 other other JJ cord-018688-gvk9uazp 150 3 words word NNS cord-018688-gvk9uazp 150 4 , , , cord-018688-gvk9uazp 150 5 there there EX cord-018688-gvk9uazp 150 6 should should MD cord-018688-gvk9uazp 150 7 be be VB cord-018688-gvk9uazp 150 8 a a DT cord-018688-gvk9uazp 150 9 match match NN cord-018688-gvk9uazp 150 10 between between IN cord-018688-gvk9uazp 150 11 the the DT cord-018688-gvk9uazp 150 12 number number NN cord-018688-gvk9uazp 150 13 of of IN cord-018688-gvk9uazp 150 14 cases case NNS cord-018688-gvk9uazp 150 15 derived derive VBN cord-018688-gvk9uazp 150 16 from from IN cord-018688-gvk9uazp 150 17 the the DT cord-018688-gvk9uazp 150 18 informal informal JJ cord-018688-gvk9uazp 150 19 data datum NNS cord-018688-gvk9uazp 150 20 and and CC cord-018688-gvk9uazp 150 21 the the DT cord-018688-gvk9uazp 150 22 number number NN cord-018688-gvk9uazp 150 23 of of IN cord-018688-gvk9uazp 150 24 cases case NNS cord-018688-gvk9uazp 150 25 officially officially RB cord-018688-gvk9uazp 150 26 reported report VBN cord-018688-gvk9uazp 150 27 by by IN cord-018688-gvk9uazp 150 28 public public JJ cord-018688-gvk9uazp 150 29 health health NN cord-018688-gvk9uazp 150 30 authorities authority NNS cord-018688-gvk9uazp 150 31 . . . cord-018688-gvk9uazp 151 1 Indeed indeed RB cord-018688-gvk9uazp 151 2 , , , cord-018688-gvk9uazp 151 3 our -PRON- PRP$ cord-018688-gvk9uazp 151 4 results result NNS cord-018688-gvk9uazp 151 5 have have VBP cord-018688-gvk9uazp 151 6 pointed point VBN cord-018688-gvk9uazp 151 7 out out RP cord-018688-gvk9uazp 151 8 an an DT cord-018688-gvk9uazp 151 9 example example NN cord-018688-gvk9uazp 151 10 in in IN cord-018688-gvk9uazp 151 11 which which WDT cord-018688-gvk9uazp 151 12 a a DT cord-018688-gvk9uazp 151 13 correlation correlation NN cord-018688-gvk9uazp 151 14 between between IN cord-018688-gvk9uazp 151 15 digital digital JJ cord-018688-gvk9uazp 151 16 systems system NNS cord-018688-gvk9uazp 151 17 data datum NNS cord-018688-gvk9uazp 151 18 and and CC cord-018688-gvk9uazp 151 19 official official JJ cord-018688-gvk9uazp 151 20 data datum NNS cord-018688-gvk9uazp 151 21 in in IN cord-018688-gvk9uazp 151 22 the the DT cord-018688-gvk9uazp 151 23 first first JJ cord-018688-gvk9uazp 151 24 stages stage NNS cord-018688-gvk9uazp 151 25 of of IN cord-018688-gvk9uazp 151 26 epidemic epidemic NN cord-018688-gvk9uazp 151 27 was be VBD cord-018688-gvk9uazp 151 28 confirmed confirm VBN cord-018688-gvk9uazp 151 29 in in IN cord-018688-gvk9uazp 151 30 the the DT cord-018688-gvk9uazp 151 31 data datum NNS cord-018688-gvk9uazp 151 32 collected collect VBN cord-018688-gvk9uazp 151 33 from from IN cord-018688-gvk9uazp 151 34 Healthmap Healthmap NNP cord-018688-gvk9uazp 151 35 regarding regard VBG cord-018688-gvk9uazp 151 36 the the DT cord-018688-gvk9uazp 151 37 2010 2010 CD cord-018688-gvk9uazp 151 38 Haitian haitian JJ cord-018688-gvk9uazp 151 39 Cholera cholera NN cord-018688-gvk9uazp 151 40 . . . cord-018688-gvk9uazp 152 1 However however RB cord-018688-gvk9uazp 152 2 , , , cord-018688-gvk9uazp 152 3 as as IN cord-018688-gvk9uazp 152 4 mentioned mention VBN cord-018688-gvk9uazp 152 5 by by IN cord-018688-gvk9uazp 152 6 the the DT cord-018688-gvk9uazp 152 7 authors author NNS cord-018688-gvk9uazp 152 8 , , , cord-018688-gvk9uazp 152 9 epidemiological epidemiological JJ cord-018688-gvk9uazp 152 10 measurements measurement NNS cord-018688-gvk9uazp 152 11 using use VBG cord-018688-gvk9uazp 152 12 digital digital JJ cord-018688-gvk9uazp 152 13 systems system NNS cord-018688-gvk9uazp 152 14 data datum NNS cord-018688-gvk9uazp 152 15 should should MD cord-018688-gvk9uazp 152 16 be be VB cord-018688-gvk9uazp 152 17 also also RB cord-018688-gvk9uazp 152 18 tested test VBN cord-018688-gvk9uazp 152 19 in in IN cord-018688-gvk9uazp 152 20 other other JJ cord-018688-gvk9uazp 152 21 epidemics epidemic NNS cord-018688-gvk9uazp 152 22 , , , cord-018688-gvk9uazp 152 23 in in IN cord-018688-gvk9uazp 152 24 order order NN cord-018688-gvk9uazp 152 25 to to TO cord-018688-gvk9uazp 152 26 confirm confirm VB cord-018688-gvk9uazp 152 27 the the DT cord-018688-gvk9uazp 152 28 method method NN cord-018688-gvk9uazp 152 29 's 's POS cord-018688-gvk9uazp 152 30 reliability reliability NN cord-018688-gvk9uazp 152 31 [ [ -LRB- cord-018688-gvk9uazp 152 32 9 9 CD cord-018688-gvk9uazp 152 33 ] ] -RRB- cord-018688-gvk9uazp 152 34 . . . cord-018688-gvk9uazp 153 1 The the DT cord-018688-gvk9uazp 153 2 fact fact NN cord-018688-gvk9uazp 153 3 that that IN cord-018688-gvk9uazp 153 4 the the DT cord-018688-gvk9uazp 153 5 number number NN cord-018688-gvk9uazp 153 6 of of IN cord-018688-gvk9uazp 153 7 subscribers subscriber NNS cord-018688-gvk9uazp 153 8 to to IN cord-018688-gvk9uazp 153 9 digital digital JJ cord-018688-gvk9uazp 153 10 systems system NNS cord-018688-gvk9uazp 153 11 is be VBZ cord-018688-gvk9uazp 153 12 increasing increase VBG cord-018688-gvk9uazp 153 13 each each DT cord-018688-gvk9uazp 153 14 year year NN cord-018688-gvk9uazp 153 15 [ [ -LRB- cord-018688-gvk9uazp 153 16 15 15 CD cord-018688-gvk9uazp 153 17 ] ] -RRB- cord-018688-gvk9uazp 153 18 makes make VBZ cord-018688-gvk9uazp 153 19 these these DT cord-018688-gvk9uazp 153 20 systems system NNS cord-018688-gvk9uazp 153 21 an an DT cord-018688-gvk9uazp 153 22 efficient efficient JJ cord-018688-gvk9uazp 153 23 tool tool NN cord-018688-gvk9uazp 153 24 for for IN cord-018688-gvk9uazp 153 25 globally globally RB cord-018688-gvk9uazp 153 26 spreading spread VBG cord-018688-gvk9uazp 153 27 the the DT cord-018688-gvk9uazp 153 28 information information NN cord-018688-gvk9uazp 153 29 , , , cord-018688-gvk9uazp 153 30 as as RB cord-018688-gvk9uazp 153 31 well well RB cord-018688-gvk9uazp 153 32 as as IN cord-018688-gvk9uazp 153 33 a a DT cord-018688-gvk9uazp 153 34 tool tool NN cord-018688-gvk9uazp 153 35 for for IN cord-018688-gvk9uazp 153 36 epidemiological epidemiological JJ cord-018688-gvk9uazp 153 37 investigation investigation NN cord-018688-gvk9uazp 153 38 , , , cord-018688-gvk9uazp 153 39 complementary complementary JJ cord-018688-gvk9uazp 153 40 to to IN cord-018688-gvk9uazp 153 41 official official JJ cord-018688-gvk9uazp 153 42 data datum NNS cord-018688-gvk9uazp 153 43 . . . cord-018688-gvk9uazp 154 1 However however RB cord-018688-gvk9uazp 154 2 , , , cord-018688-gvk9uazp 154 3 despite despite IN cord-018688-gvk9uazp 154 4 their -PRON- PRP$ cord-018688-gvk9uazp 154 5 theoretical theoretical JJ cord-018688-gvk9uazp 154 6 advantage advantage NN cord-018688-gvk9uazp 154 7 over over IN cord-018688-gvk9uazp 154 8 traditional traditional JJ cord-018688-gvk9uazp 154 9 surveillance surveillance NN cord-018688-gvk9uazp 154 10 , , , cord-018688-gvk9uazp 154 11 there there EX cord-018688-gvk9uazp 154 12 is be VBZ cord-018688-gvk9uazp 154 13 no no DT cord-018688-gvk9uazp 154 14 evidence evidence NN cord-018688-gvk9uazp 154 15 in in IN cord-018688-gvk9uazp 154 16 the the DT cord-018688-gvk9uazp 154 17 literature literature NN cord-018688-gvk9uazp 154 18 that that WDT cord-018688-gvk9uazp 154 19 information information NN cord-018688-gvk9uazp 154 20 collected collect VBN cord-018688-gvk9uazp 154 21 through through IN cord-018688-gvk9uazp 154 22 digital digital JJ cord-018688-gvk9uazp 154 23 system system NN cord-018688-gvk9uazp 154 24 had have VBD cord-018688-gvk9uazp 154 25 affected affect VBN cord-018688-gvk9uazp 154 26 public public JJ cord-018688-gvk9uazp 154 27 health health NN cord-018688-gvk9uazp 154 28 policy policy NN cord-018688-gvk9uazp 154 29 makers maker NNS cord-018688-gvk9uazp 154 30 . . . cord-018688-gvk9uazp 155 1 Although although IN cord-018688-gvk9uazp 155 2 we -PRON- PRP cord-018688-gvk9uazp 155 3 did do VBD cord-018688-gvk9uazp 155 4 not not RB cord-018688-gvk9uazp 155 5 find find VB cord-018688-gvk9uazp 155 6 evidence evidence NN cord-018688-gvk9uazp 155 7 in in IN cord-018688-gvk9uazp 155 8 the the DT cord-018688-gvk9uazp 155 9 literature literature NN cord-018688-gvk9uazp 155 10 , , , cord-018688-gvk9uazp 155 11 we -PRON- PRP cord-018688-gvk9uazp 155 12 believe believe VBP cord-018688-gvk9uazp 155 13 that that IN cord-018688-gvk9uazp 155 14 digital digital JJ cord-018688-gvk9uazp 155 15 systems system NNS cord-018688-gvk9uazp 155 16 may may MD cord-018688-gvk9uazp 155 17 also also RB cord-018688-gvk9uazp 155 18 contribute contribute VB cord-018688-gvk9uazp 155 19 to to IN cord-018688-gvk9uazp 155 20 the the DT cord-018688-gvk9uazp 155 21 public public JJ cord-018688-gvk9uazp 155 22 health health NN cord-018688-gvk9uazp 155 23 community community NN cord-018688-gvk9uazp 155 24 after after IN cord-018688-gvk9uazp 155 25 the the DT cord-018688-gvk9uazp 155 26 outbreak outbreak NN cord-018688-gvk9uazp 155 27 ends end VBZ cord-018688-gvk9uazp 155 28 . . . cord-018688-gvk9uazp 156 1 The the DT cord-018688-gvk9uazp 156 2 abundance abundance NN cord-018688-gvk9uazp 156 3 of of IN cord-018688-gvk9uazp 156 4 reports report NNS cord-018688-gvk9uazp 156 5 collected collect VBN cord-018688-gvk9uazp 156 6 and and CC cord-018688-gvk9uazp 156 7 disseminated disseminate VBN cord-018688-gvk9uazp 156 8 by by IN cord-018688-gvk9uazp 156 9 these these DT cord-018688-gvk9uazp 156 10 systems system NNS cord-018688-gvk9uazp 156 11 during during IN cord-018688-gvk9uazp 156 12 outbreaks outbreak NNS cord-018688-gvk9uazp 156 13 creates create VBZ cord-018688-gvk9uazp 156 14 an an DT cord-018688-gvk9uazp 156 15 epidemiological epidemiological JJ cord-018688-gvk9uazp 156 16 reservoir reservoir NN cord-018688-gvk9uazp 156 17 , , , cord-018688-gvk9uazp 156 18 which which WDT cord-018688-gvk9uazp 156 19 , , , cord-018688-gvk9uazp 156 20 due due IN cord-018688-gvk9uazp 156 21 to to IN cord-018688-gvk9uazp 156 22 its -PRON- PRP$ cord-018688-gvk9uazp 156 23 availability availability NN cord-018688-gvk9uazp 156 24 worldwide worldwide RB cord-018688-gvk9uazp 156 25 , , , cord-018688-gvk9uazp 156 26 may may MD cord-018688-gvk9uazp 156 27 be be VB cord-018688-gvk9uazp 156 28 used use VBN cord-018688-gvk9uazp 156 29 for for IN cord-018688-gvk9uazp 156 30 a a DT cord-018688-gvk9uazp 156 31 post post JJ cord-018688-gvk9uazp 156 32 - - JJ cord-018688-gvk9uazp 156 33 pandemic pandemic JJ cord-018688-gvk9uazp 156 34 investigation investigation NN cord-018688-gvk9uazp 156 35 and and CC cord-018688-gvk9uazp 156 36 conclusion conclusion NN cord-018688-gvk9uazp 156 37 making making NN cord-018688-gvk9uazp 156 38 . . . cord-018688-gvk9uazp 157 1 As as IN cord-018688-gvk9uazp 157 2 for for IN cord-018688-gvk9uazp 157 3 early early JJ cord-018688-gvk9uazp 157 4 detection detection NN cord-018688-gvk9uazp 157 5 of of IN cord-018688-gvk9uazp 157 6 infectious infectious JJ cord-018688-gvk9uazp 157 7 disease disease NN cord-018688-gvk9uazp 157 8 outbreaks outbreak NNS cord-018688-gvk9uazp 157 9 , , , cord-018688-gvk9uazp 157 10 we -PRON- PRP cord-018688-gvk9uazp 157 11 did do VBD cord-018688-gvk9uazp 157 12 not not RB cord-018688-gvk9uazp 157 13 find find VB cord-018688-gvk9uazp 157 14 any any DT cord-018688-gvk9uazp 157 15 prospective prospective JJ cord-018688-gvk9uazp 157 16 evidence evidence NN cord-018688-gvk9uazp 157 17 showing show VBG cord-018688-gvk9uazp 157 18 the the DT cord-018688-gvk9uazp 157 19 capability capability NN cord-018688-gvk9uazp 157 20 of of IN cord-018688-gvk9uazp 157 21 digital digital JJ cord-018688-gvk9uazp 157 22 systems system NNS cord-018688-gvk9uazp 157 23 of of IN cord-018688-gvk9uazp 157 24 detection detection NN cord-018688-gvk9uazp 157 25 infectious infectious JJ cord-018688-gvk9uazp 157 26 disease disease NN cord-018688-gvk9uazp 157 27 outbreaks outbreak NNS cord-018688-gvk9uazp 157 28 in in IN cord-018688-gvk9uazp 157 29 real real JJ cord-018688-gvk9uazp 157 30 - - HYPH cord-018688-gvk9uazp 157 31 time time NN cord-018688-gvk9uazp 157 32 . . . cord-018688-gvk9uazp 158 1 Our -PRON- PRP$ cord-018688-gvk9uazp 158 2 results result NNS cord-018688-gvk9uazp 158 3 are be VBP cord-018688-gvk9uazp 158 4 consistent consistent JJ cord-018688-gvk9uazp 158 5 with with IN cord-018688-gvk9uazp 158 6 some some DT cord-018688-gvk9uazp 158 7 other other JJ cord-018688-gvk9uazp 158 8 studies study NNS cord-018688-gvk9uazp 158 9 conclusions conclusion NNS cord-018688-gvk9uazp 158 10 , , , cord-018688-gvk9uazp 158 11 pointing point VBG cord-018688-gvk9uazp 158 12 out out RP cord-018688-gvk9uazp 158 13 that that IN cord-018688-gvk9uazp 158 14 currently currently RB cord-018688-gvk9uazp 158 15 digital digital JJ cord-018688-gvk9uazp 158 16 systems system NNS cord-018688-gvk9uazp 158 17 are be VBP cord-018688-gvk9uazp 158 18 not not RB cord-018688-gvk9uazp 158 19 capable capable JJ cord-018688-gvk9uazp 158 20 of of IN cord-018688-gvk9uazp 158 21 detecting detect VBG cord-018688-gvk9uazp 158 22 an an DT cord-018688-gvk9uazp 158 23 outbreak outbreak NN cord-018688-gvk9uazp 158 24 [ [ -LRB- cord-018688-gvk9uazp 158 25 17 17 CD cord-018688-gvk9uazp 158 26 , , , cord-018688-gvk9uazp 158 27 4 4 CD cord-018688-gvk9uazp 158 28 ] ] -RRB- cord-018688-gvk9uazp 158 29 . . . cord-018688-gvk9uazp 159 1 Although although IN cord-018688-gvk9uazp 159 2 there there EX cord-018688-gvk9uazp 159 3 is be VBZ cord-018688-gvk9uazp 159 4 evidence evidence NN cord-018688-gvk9uazp 159 5 of of IN cord-018688-gvk9uazp 159 6 informal informal JJ cord-018688-gvk9uazp 159 7 digital digital JJ cord-018688-gvk9uazp 159 8 systems system NNS cord-018688-gvk9uazp 159 9 publishing publishing NN cord-018688-gvk9uazp 159 10 reports report NNS cord-018688-gvk9uazp 159 11 on on IN cord-018688-gvk9uazp 159 12 outbreaks outbreak NNS cord-018688-gvk9uazp 159 13 before before IN cord-018688-gvk9uazp 159 14 official official JJ cord-018688-gvk9uazp 159 15 detection detection NN cord-018688-gvk9uazp 159 16 ( ( -LRB- cord-018688-gvk9uazp 159 17 such such JJ cord-018688-gvk9uazp 159 18 as as IN cord-018688-gvk9uazp 159 19 in in IN cord-018688-gvk9uazp 159 20 the the DT cord-018688-gvk9uazp 159 21 Polio Polio NNP cord-018688-gvk9uazp 159 22 outbreak outbreak NN cord-018688-gvk9uazp 159 23 of of IN cord-018688-gvk9uazp 159 24 2013 2013 CD cord-018688-gvk9uazp 159 25 and and CC cord-018688-gvk9uazp 159 26 2014 2014 CD cord-018688-gvk9uazp 159 27 pointed point VBD cord-018688-gvk9uazp 159 28 out out RP cord-018688-gvk9uazp 159 29 in in IN cord-018688-gvk9uazp 159 30 the the DT cord-018688-gvk9uazp 159 31 results result NNS cord-018688-gvk9uazp 159 32 section section NN cord-018688-gvk9uazp 159 33 ) ) -RRB- cord-018688-gvk9uazp 159 34 [ [ -LRB- cord-018688-gvk9uazp 159 35 1 1 CD cord-018688-gvk9uazp 159 36 ] ] -RRB- cord-018688-gvk9uazp 159 37 , , , cord-018688-gvk9uazp 159 38 these these DT cord-018688-gvk9uazp 159 39 reports report NNS cord-018688-gvk9uazp 159 40 did do VBD cord-018688-gvk9uazp 159 41 not not RB cord-018688-gvk9uazp 159 42 actually actually RB cord-018688-gvk9uazp 159 43 affect affect VB cord-018688-gvk9uazp 159 44 the the DT cord-018688-gvk9uazp 159 45 process process NN cord-018688-gvk9uazp 159 46 of of IN cord-018688-gvk9uazp 159 47 detection detection NN cord-018688-gvk9uazp 159 48 . . . cord-018688-gvk9uazp 160 1 The the DT cord-018688-gvk9uazp 160 2 formal formal JJ cord-018688-gvk9uazp 160 3 process process NN cord-018688-gvk9uazp 160 4 of of IN cord-018688-gvk9uazp 160 5 detection detection NN cord-018688-gvk9uazp 160 6 includes include VBZ cord-018688-gvk9uazp 160 7 receiving receive VBG cord-018688-gvk9uazp 160 8 the the DT cord-018688-gvk9uazp 160 9 information information NN cord-018688-gvk9uazp 160 10 , , , cord-018688-gvk9uazp 160 11 processing process VBG cord-018688-gvk9uazp 160 12 the the DT cord-018688-gvk9uazp 160 13 information information NN cord-018688-gvk9uazp 160 14 and and CC cord-018688-gvk9uazp 160 15 using use VBG cord-018688-gvk9uazp 160 16 the the DT cord-018688-gvk9uazp 160 17 information information NN cord-018688-gvk9uazp 160 18 . . . cord-018688-gvk9uazp 161 1 The the DT cord-018688-gvk9uazp 161 2 early early JJ cord-018688-gvk9uazp 161 3 digital digital JJ cord-018688-gvk9uazp 161 4 systems system NNS cord-018688-gvk9uazp 161 5 reports report NNS cord-018688-gvk9uazp 161 6 were be VBD cord-018688-gvk9uazp 161 7 not not RB cord-018688-gvk9uazp 161 8 used use VBN cord-018688-gvk9uazp 161 9 in in IN cord-018688-gvk9uazp 161 10 any any DT cord-018688-gvk9uazp 161 11 of of IN cord-018688-gvk9uazp 161 12 the the DT cord-018688-gvk9uazp 161 13 detection detection NN cord-018688-gvk9uazp 161 14 phases phase NNS cord-018688-gvk9uazp 161 15 and and CC cord-018688-gvk9uazp 161 16 did do VBD cord-018688-gvk9uazp 161 17 not not RB cord-018688-gvk9uazp 161 18 change change VB cord-018688-gvk9uazp 161 19 the the DT cord-018688-gvk9uazp 161 20 process process NN cord-018688-gvk9uazp 161 21 . . . cord-018688-gvk9uazp 162 1 It -PRON- PRP cord-018688-gvk9uazp 162 2 may may MD cord-018688-gvk9uazp 162 3 be be VB cord-018688-gvk9uazp 162 4 viewed view VBN cord-018688-gvk9uazp 162 5 as as IN cord-018688-gvk9uazp 162 6 an an DT cord-018688-gvk9uazp 162 7 analogue analogue NN cord-018688-gvk9uazp 162 8 to to IN cord-018688-gvk9uazp 162 9 screening screening NN cord-018688-gvk9uazp 162 10 tests test NNS cord-018688-gvk9uazp 162 11 which which WDT cord-018688-gvk9uazp 162 12 are be VBP cord-018688-gvk9uazp 162 13 effective effective JJ cord-018688-gvk9uazp 162 14 only only RB cord-018688-gvk9uazp 162 15 if if IN cord-018688-gvk9uazp 162 16 they -PRON- PRP cord-018688-gvk9uazp 162 17 are be VBP cord-018688-gvk9uazp 162 18 capable capable JJ cord-018688-gvk9uazp 162 19 of of IN cord-018688-gvk9uazp 162 20 changing change VBG cord-018688-gvk9uazp 162 21 the the DT cord-018688-gvk9uazp 162 22 natural natural JJ cord-018688-gvk9uazp 162 23 history history NN cord-018688-gvk9uazp 162 24 of of IN cord-018688-gvk9uazp 162 25 a a DT cord-018688-gvk9uazp 162 26 disease disease NN cord-018688-gvk9uazp 162 27 . . . cord-018688-gvk9uazp 163 1 Since since IN cord-018688-gvk9uazp 163 2 there there EX cord-018688-gvk9uazp 163 3 is be VBZ cord-018688-gvk9uazp 163 4 no no DT cord-018688-gvk9uazp 163 5 evidence evidence NN cord-018688-gvk9uazp 163 6 of of IN cord-018688-gvk9uazp 163 7 informal informal JJ cord-018688-gvk9uazp 163 8 digital digital JJ cord-018688-gvk9uazp 163 9 systems system NNS cord-018688-gvk9uazp 163 10 capable capable JJ cord-018688-gvk9uazp 163 11 of of IN cord-018688-gvk9uazp 163 12 changing change VBG cord-018688-gvk9uazp 163 13 the the DT cord-018688-gvk9uazp 163 14 " " `` cord-018688-gvk9uazp 163 15 natural natural JJ cord-018688-gvk9uazp 163 16 history history NN cord-018688-gvk9uazp 163 17 of of IN cord-018688-gvk9uazp 163 18 outbreak outbreak NN cord-018688-gvk9uazp 163 19 " " '' cord-018688-gvk9uazp 163 20 so so RB cord-018688-gvk9uazp 163 21 far far RB cord-018688-gvk9uazp 163 22 , , , cord-018688-gvk9uazp 163 23 they -PRON- PRP cord-018688-gvk9uazp 163 24 can can MD cord-018688-gvk9uazp 163 25 not not RB cord-018688-gvk9uazp 163 26 be be VB cord-018688-gvk9uazp 163 27 considered consider VBN cord-018688-gvk9uazp 163 28 useful useful JJ cord-018688-gvk9uazp 163 29 for for IN cord-018688-gvk9uazp 163 30 early early JJ cord-018688-gvk9uazp 163 31 detection detection NN cord-018688-gvk9uazp 163 32 . . . cord-018688-gvk9uazp 164 1 Informal informal JJ cord-018688-gvk9uazp 164 2 digital digital JJ cord-018688-gvk9uazp 164 3 systems system NNS cord-018688-gvk9uazp 164 4 may may MD cord-018688-gvk9uazp 164 5 also also RB cord-018688-gvk9uazp 164 6 have have VB cord-018688-gvk9uazp 164 7 an an DT cord-018688-gvk9uazp 164 8 important important JJ cord-018688-gvk9uazp 164 9 role role NN cord-018688-gvk9uazp 164 10 in in IN cord-018688-gvk9uazp 164 11 disease disease NN cord-018688-gvk9uazp 164 12 surveillance surveillance NN cord-018688-gvk9uazp 164 13 . . . cord-018688-gvk9uazp 165 1 Incorporating incorporate VBG cord-018688-gvk9uazp 165 2 informal informal JJ cord-018688-gvk9uazp 165 3 digital digital JJ cord-018688-gvk9uazp 165 4 systems system NNS cord-018688-gvk9uazp 165 5 into into IN cord-018688-gvk9uazp 165 6 existing exist VBG cord-018688-gvk9uazp 165 7 formal formal JJ cord-018688-gvk9uazp 165 8 systems system NNS cord-018688-gvk9uazp 165 9 may may MD cord-018688-gvk9uazp 165 10 improve improve VB cord-018688-gvk9uazp 165 11 their -PRON- PRP$ cord-018688-gvk9uazp 165 12 performance performance NN cord-018688-gvk9uazp 165 13 . . . cord-018688-gvk9uazp 166 1 A a DT cord-018688-gvk9uazp 166 2 study study NN cord-018688-gvk9uazp 166 3 in in IN cord-018688-gvk9uazp 166 4 the the DT cord-018688-gvk9uazp 166 5 United United NNP cord-018688-gvk9uazp 166 6 States States NNP cord-018688-gvk9uazp 166 7 showed show VBD cord-018688-gvk9uazp 166 8 that that IN cord-018688-gvk9uazp 166 9 combining combine VBG cord-018688-gvk9uazp 166 10 information information NN cord-018688-gvk9uazp 166 11 gathered gather VBN cord-018688-gvk9uazp 166 12 from from IN cord-018688-gvk9uazp 166 13 informal informal JJ cord-018688-gvk9uazp 166 14 digital digital JJ cord-018688-gvk9uazp 166 15 systems system NNS cord-018688-gvk9uazp 166 16 with with IN cord-018688-gvk9uazp 166 17 information information NN cord-018688-gvk9uazp 166 18 received receive VBN cord-018688-gvk9uazp 166 19 from from IN cord-018688-gvk9uazp 166 20 the the DT cord-018688-gvk9uazp 166 21 Texas Texas NNP cord-018688-gvk9uazp 166 22 Influenza Influenza NNP cord-018688-gvk9uazp 166 23 - - HYPH cord-018688-gvk9uazp 166 24 Like Like NNP cord-018688-gvk9uazp 166 25 - - HYPH cord-018688-gvk9uazp 166 26 Illness Illness NNP cord-018688-gvk9uazp 166 27 Surveillance Surveillance NNP cord-018688-gvk9uazp 166 28 Network Network NNP cord-018688-gvk9uazp 166 29 ( ( -LRB- cord-018688-gvk9uazp 166 30 ILINet ILINet NNP cord-018688-gvk9uazp 166 31 ) ) -RRB- cord-018688-gvk9uazp 166 32 improved improve VBD cord-018688-gvk9uazp 166 33 the the DT cord-018688-gvk9uazp 166 34 ability ability NN cord-018688-gvk9uazp 166 35 of of IN cord-018688-gvk9uazp 166 36 predicting predict VBG cord-018688-gvk9uazp 166 37 hospitalizations hospitalization NNS cord-018688-gvk9uazp 166 38 due due JJ cord-018688-gvk9uazp 166 39 to to IN cord-018688-gvk9uazp 166 40 influenza influenza NN cord-018688-gvk9uazp 166 41 [ [ -LRB- cord-018688-gvk9uazp 166 42 22 22 CD cord-018688-gvk9uazp 166 43 ] ] -RRB- cord-018688-gvk9uazp 166 44 . . . cord-018688-gvk9uazp 167 1 Another another DT cord-018688-gvk9uazp 167 2 study study NN cord-018688-gvk9uazp 167 3 in in IN cord-018688-gvk9uazp 167 4 the the DT cord-018688-gvk9uazp 167 5 United United NNP cord-018688-gvk9uazp 167 6 States States NNP cord-018688-gvk9uazp 167 7 showed show VBD cord-018688-gvk9uazp 167 8 a a DT cord-018688-gvk9uazp 167 9 good good JJ cord-018688-gvk9uazp 167 10 correlation correlation NN cord-018688-gvk9uazp 167 11 between between IN cord-018688-gvk9uazp 167 12 Google Google NNP cord-018688-gvk9uazp 167 13 flu flu NN cord-018688-gvk9uazp 167 14 searches search NNS cord-018688-gvk9uazp 167 15 and and CC cord-018688-gvk9uazp 167 16 emergency emergency NN cord-018688-gvk9uazp 167 17 department department NN cord-018688-gvk9uazp 167 18 influenza influenza NN cord-018688-gvk9uazp 167 19 - - HYPH cord-018688-gvk9uazp 167 20 like like JJ cord-018688-gvk9uazp 167 21 illness illness NN cord-018688-gvk9uazp 167 22 visits visit NNS cord-018688-gvk9uazp 167 23 [ [ -LRB- cord-018688-gvk9uazp 167 24 10 10 CD cord-018688-gvk9uazp 167 25 ] ] -RRB- cord-018688-gvk9uazp 167 26 . . . cord-018688-gvk9uazp 168 1 Moreover moreover RB cord-018688-gvk9uazp 168 2 , , , cord-018688-gvk9uazp 168 3 since since IN cord-018688-gvk9uazp 168 4 digital digital JJ cord-018688-gvk9uazp 168 5 sources source NNS cord-018688-gvk9uazp 168 6 usually usually RB cord-018688-gvk9uazp 168 7 contains contain VBZ cord-018688-gvk9uazp 168 8 data datum NNS cord-018688-gvk9uazp 168 9 not not RB cord-018688-gvk9uazp 168 10 captured capture VBN cord-018688-gvk9uazp 168 11 through through IN cord-018688-gvk9uazp 168 12 traditional traditional JJ cord-018688-gvk9uazp 168 13 methods method NNS cord-018688-gvk9uazp 168 14 , , , cord-018688-gvk9uazp 168 15 they -PRON- PRP cord-018688-gvk9uazp 168 16 are be VBP cord-018688-gvk9uazp 168 17 used use VBN cord-018688-gvk9uazp 168 18 by by IN cord-018688-gvk9uazp 168 19 public public JJ cord-018688-gvk9uazp 168 20 health health NN cord-018688-gvk9uazp 168 21 organizations organization NNS cord-018688-gvk9uazp 168 22 , , , cord-018688-gvk9uazp 168 23 including include VBG cord-018688-gvk9uazp 168 24 the the DT cord-018688-gvk9uazp 168 25 Global Global NNP cord-018688-gvk9uazp 168 26 Outbreak Outbreak NNP cord-018688-gvk9uazp 168 27 Alert Alert NNP cord-018688-gvk9uazp 168 28 and and CC cord-018688-gvk9uazp 168 29 Response Response NNP cord-018688-gvk9uazp 168 30 Network Network NNP cord-018688-gvk9uazp 168 31 of of IN cord-018688-gvk9uazp 168 32 the the DT cord-018688-gvk9uazp 168 33 WHO WHO NNP cord-018688-gvk9uazp 168 34 , , , cord-018688-gvk9uazp 168 35 which which WDT cord-018688-gvk9uazp 168 36 uses use VBZ cord-018688-gvk9uazp 168 37 digital digital JJ cord-018688-gvk9uazp 168 38 sources source NNS cord-018688-gvk9uazp 168 39 for for IN cord-018688-gvk9uazp 168 40 surveillance surveillance NN cord-018688-gvk9uazp 168 41 on on IN cord-018688-gvk9uazp 168 42 a a DT cord-018688-gvk9uazp 168 43 daily daily JJ cord-018688-gvk9uazp 168 44 basis basis NN cord-018688-gvk9uazp 168 45 [ [ -LRB- cord-018688-gvk9uazp 168 46 4 4 CD cord-018688-gvk9uazp 168 47 ] ] -RRB- cord-018688-gvk9uazp 168 48 . . . cord-018688-gvk9uazp 169 1 However however RB cord-018688-gvk9uazp 169 2 , , , cord-018688-gvk9uazp 169 3 the the DT cord-018688-gvk9uazp 169 4 usage usage NN cord-018688-gvk9uazp 169 5 of of IN cord-018688-gvk9uazp 169 6 digital digital JJ cord-018688-gvk9uazp 169 7 systems system NNS cord-018688-gvk9uazp 169 8 as as IN cord-018688-gvk9uazp 169 9 a a DT cord-018688-gvk9uazp 169 10 surveillance surveillance NN cord-018688-gvk9uazp 169 11 tool tool NN cord-018688-gvk9uazp 169 12 may may MD cord-018688-gvk9uazp 169 13 have have VB cord-018688-gvk9uazp 169 14 some some DT cord-018688-gvk9uazp 169 15 limitations limitation NNS cord-018688-gvk9uazp 169 16 . . . cord-018688-gvk9uazp 170 1 First first RB cord-018688-gvk9uazp 170 2 , , , cord-018688-gvk9uazp 170 3 most most JJS cord-018688-gvk9uazp 170 4 systems system NNS cord-018688-gvk9uazp 170 5 accumulate accumulate VBP cord-018688-gvk9uazp 170 6 a a DT cord-018688-gvk9uazp 170 7 huge huge JJ cord-018688-gvk9uazp 170 8 mass mass NN cord-018688-gvk9uazp 170 9 of of IN cord-018688-gvk9uazp 170 10 information information NN cord-018688-gvk9uazp 170 11 on on IN cord-018688-gvk9uazp 170 12 a a DT cord-018688-gvk9uazp 170 13 large large JJ cord-018688-gvk9uazp 170 14 variety variety NN cord-018688-gvk9uazp 170 15 of of IN cord-018688-gvk9uazp 170 16 diseases disease NNS cord-018688-gvk9uazp 170 17 , , , cord-018688-gvk9uazp 170 18 making make VBG cord-018688-gvk9uazp 170 19 it -PRON- PRP cord-018688-gvk9uazp 170 20 difficult difficult JJ cord-018688-gvk9uazp 170 21 to to TO cord-018688-gvk9uazp 170 22 extract extract VB cord-018688-gvk9uazp 170 23 critical critical JJ cord-018688-gvk9uazp 170 24 information information NN cord-018688-gvk9uazp 170 25 . . . cord-018688-gvk9uazp 171 1 In in IN cord-018688-gvk9uazp 171 2 other other JJ cord-018688-gvk9uazp 171 3 words word NNS cord-018688-gvk9uazp 171 4 , , , cord-018688-gvk9uazp 171 5 no no DT cord-018688-gvk9uazp 171 6 integration integration NN cord-018688-gvk9uazp 171 7 of of IN cord-018688-gvk9uazp 171 8 the the DT cord-018688-gvk9uazp 171 9 information information NN cord-018688-gvk9uazp 171 10 is be VBZ cord-018688-gvk9uazp 171 11 performed perform VBN cord-018688-gvk9uazp 171 12 to to TO cord-018688-gvk9uazp 171 13 yield yield VB cord-018688-gvk9uazp 171 14 useful useful JJ cord-018688-gvk9uazp 171 15 information information NN cord-018688-gvk9uazp 171 16 . . . cord-018688-gvk9uazp 172 1 The the DT cord-018688-gvk9uazp 172 2 challenge challenge NN cord-018688-gvk9uazp 172 3 is be VBZ cord-018688-gvk9uazp 172 4 to to TO cord-018688-gvk9uazp 172 5 present present VB cord-018688-gvk9uazp 172 6 critical critical JJ cord-018688-gvk9uazp 172 7 information information NN cord-018688-gvk9uazp 172 8 clearly clearly RB cord-018688-gvk9uazp 172 9 and and CC cord-018688-gvk9uazp 172 10 concisely concisely RB cord-018688-gvk9uazp 172 11 . . . cord-018688-gvk9uazp 173 1 Second second JJ cord-018688-gvk9uazp 173 2 , , , cord-018688-gvk9uazp 173 3 digital digital JJ cord-018688-gvk9uazp 173 4 systems system NNS cord-018688-gvk9uazp 173 5 are be VBP cord-018688-gvk9uazp 173 6 less less RBR cord-018688-gvk9uazp 173 7 specific specific JJ cord-018688-gvk9uazp 173 8 than than IN cord-018688-gvk9uazp 173 9 traditional traditional JJ cord-018688-gvk9uazp 173 10 surveillance surveillance NN cord-018688-gvk9uazp 173 11 systems system NNS cord-018688-gvk9uazp 173 12 , , , cord-018688-gvk9uazp 173 13 mostly mostly RB cord-018688-gvk9uazp 173 14 due due JJ cord-018688-gvk9uazp 173 15 to to IN cord-018688-gvk9uazp 173 16 false false JJ cord-018688-gvk9uazp 173 17 alarms alarm NNS cord-018688-gvk9uazp 173 18 , , , cord-018688-gvk9uazp 173 19 misinformation misinformation NN cord-018688-gvk9uazp 173 20 and and CC cord-018688-gvk9uazp 173 21 information information NN cord-018688-gvk9uazp 173 22 based base VBN cord-018688-gvk9uazp 173 23 on on IN cord-018688-gvk9uazp 173 24 rumors rumor NNS cord-018688-gvk9uazp 173 25 [ [ -LRB- cord-018688-gvk9uazp 173 26 9 9 CD cord-018688-gvk9uazp 173 27 , , , cord-018688-gvk9uazp 173 28 17 17 CD cord-018688-gvk9uazp 173 29 ] ] -RRB- cord-018688-gvk9uazp 173 30 . . . cord-018688-gvk9uazp 174 1 Therefore therefore RB cord-018688-gvk9uazp 174 2 , , , cord-018688-gvk9uazp 174 3 they -PRON- PRP cord-018688-gvk9uazp 174 4 may may MD cord-018688-gvk9uazp 174 5 not not RB cord-018688-gvk9uazp 174 6 be be VB cord-018688-gvk9uazp 174 7 solely solely RB cord-018688-gvk9uazp 174 8 used use VBN cord-018688-gvk9uazp 174 9 but but CC cord-018688-gvk9uazp 174 10 as as IN cord-018688-gvk9uazp 174 11 a a DT cord-018688-gvk9uazp 174 12 complementary complementary JJ cord-018688-gvk9uazp 174 13 tool tool NN cord-018688-gvk9uazp 174 14 for for IN cord-018688-gvk9uazp 174 15 traditional traditional JJ cord-018688-gvk9uazp 174 16 surveillance surveillance NN cord-018688-gvk9uazp 174 17 systems system NNS cord-018688-gvk9uazp 174 18 [ [ -LRB- cord-018688-gvk9uazp 174 19 17 17 CD cord-018688-gvk9uazp 174 20 ] ] -RRB- cord-018688-gvk9uazp 174 21 . . . cord-018688-gvk9uazp 175 1 A a DT cord-018688-gvk9uazp 175 2 third third JJ cord-018688-gvk9uazp 175 3 limitation limitation NN cord-018688-gvk9uazp 175 4 is be VBZ cord-018688-gvk9uazp 175 5 the the DT cord-018688-gvk9uazp 175 6 lack lack NN cord-018688-gvk9uazp 175 7 of of IN cord-018688-gvk9uazp 175 8 a a DT cord-018688-gvk9uazp 175 9 response response NN cord-018688-gvk9uazp 175 10 system system NN cord-018688-gvk9uazp 175 11 to to IN cord-018688-gvk9uazp 175 12 early early JJ cord-018688-gvk9uazp 175 13 warnings warning NNS cord-018688-gvk9uazp 175 14 . . . cord-018688-gvk9uazp 176 1 With with IN cord-018688-gvk9uazp 176 2 the the DT cord-018688-gvk9uazp 176 3 lack lack NN cord-018688-gvk9uazp 176 4 of of IN cord-018688-gvk9uazp 176 5 such such PDT cord-018688-gvk9uazp 176 6 a a DT cord-018688-gvk9uazp 176 7 system system NN cord-018688-gvk9uazp 176 8 , , , cord-018688-gvk9uazp 176 9 early early JJ cord-018688-gvk9uazp 176 10 warning warning NN cord-018688-gvk9uazp 176 11 is be VBZ cord-018688-gvk9uazp 176 12 not not RB cord-018688-gvk9uazp 176 13 useful useful JJ cord-018688-gvk9uazp 176 14 , , , cord-018688-gvk9uazp 176 15 as as IN cord-018688-gvk9uazp 176 16 no no DT cord-018688-gvk9uazp 176 17 practical practical JJ cord-018688-gvk9uazp 176 18 action action NN cord-018688-gvk9uazp 176 19 is be VBZ cord-018688-gvk9uazp 176 20 followed follow VBN cord-018688-gvk9uazp 176 21 by by IN cord-018688-gvk9uazp 176 22 the the DT cord-018688-gvk9uazp 176 23 publication publication NN cord-018688-gvk9uazp 176 24 of of IN cord-018688-gvk9uazp 176 25 the the DT cord-018688-gvk9uazp 176 26 information information NN cord-018688-gvk9uazp 176 27 . . . cord-018688-gvk9uazp 177 1 Such such JJ cord-018688-gvk9uazp 177 2 a a DT cord-018688-gvk9uazp 177 3 response response NN cord-018688-gvk9uazp 177 4 system system NN cord-018688-gvk9uazp 177 5 may may MD cord-018688-gvk9uazp 177 6 include include VB cord-018688-gvk9uazp 177 7 triggers trigger NNS cord-018688-gvk9uazp 177 8 and and CC cord-018688-gvk9uazp 177 9 decision decision NN cord-018688-gvk9uazp 177 10 criteria criterion NNS cord-018688-gvk9uazp 177 11 , , , cord-018688-gvk9uazp 177 12 which which WDT cord-018688-gvk9uazp 177 13 would would MD cord-018688-gvk9uazp 177 14 lead lead VB cord-018688-gvk9uazp 177 15 to to IN cord-018688-gvk9uazp 177 16 an an DT cord-018688-gvk9uazp 177 17 appropriate appropriate JJ cord-018688-gvk9uazp 177 18 and and CC cord-018688-gvk9uazp 177 19 proportionate proportionate JJ cord-018688-gvk9uazp 177 20 response response NN cord-018688-gvk9uazp 177 21 to to IN cord-018688-gvk9uazp 177 22 the the DT cord-018688-gvk9uazp 177 23 threat threat NN cord-018688-gvk9uazp 177 24 [ [ -LRB- cord-018688-gvk9uazp 177 25 17 17 CD cord-018688-gvk9uazp 177 26 ] ] -RRB- cord-018688-gvk9uazp 177 27 . . . cord-018688-gvk9uazp 178 1 To to TO cord-018688-gvk9uazp 178 2 summarize summarize VB cord-018688-gvk9uazp 178 3 , , , cord-018688-gvk9uazp 178 4 considerable considerable JJ cord-018688-gvk9uazp 178 5 efforts effort NNS cord-018688-gvk9uazp 178 6 and and CC cord-018688-gvk9uazp 178 7 resources resource NNS cord-018688-gvk9uazp 178 8 have have VBP cord-018688-gvk9uazp 178 9 been be VBN cord-018688-gvk9uazp 178 10 invested invest VBN cord-018688-gvk9uazp 178 11 in in IN cord-018688-gvk9uazp 178 12 the the DT cord-018688-gvk9uazp 178 13 development development NN cord-018688-gvk9uazp 178 14 of of IN cord-018688-gvk9uazp 178 15 informal informal JJ cord-018688-gvk9uazp 178 16 digital digital JJ cord-018688-gvk9uazp 178 17 system system NN cord-018688-gvk9uazp 178 18 for for IN cord-018688-gvk9uazp 178 19 detection detection NN cord-018688-gvk9uazp 178 20 of of IN cord-018688-gvk9uazp 178 21 infectious infectious JJ cord-018688-gvk9uazp 178 22 disease disease NN cord-018688-gvk9uazp 178 23 outbreaks outbreak NNS cord-018688-gvk9uazp 178 24 . . . cord-018688-gvk9uazp 179 1 As as IN cord-018688-gvk9uazp 179 2 a a DT cord-018688-gvk9uazp 179 3 result result NN cord-018688-gvk9uazp 179 4 , , , cord-018688-gvk9uazp 179 5 a a DT cord-018688-gvk9uazp 179 6 new new JJ cord-018688-gvk9uazp 179 7 generation generation NN cord-018688-gvk9uazp 179 8 of of IN cord-018688-gvk9uazp 179 9 informal informal JJ cord-018688-gvk9uazp 179 10 digital digital JJ cord-018688-gvk9uazp 179 11 systems system NNS cord-018688-gvk9uazp 179 12 has have VBZ cord-018688-gvk9uazp 179 13 emerged emerge VBN cord-018688-gvk9uazp 179 14 . . . cord-018688-gvk9uazp 180 1 The the DT cord-018688-gvk9uazp 180 2 most most RBS cord-018688-gvk9uazp 180 3 prominent prominent JJ cord-018688-gvk9uazp 180 4 advantage advantage NN cord-018688-gvk9uazp 180 5 of of IN cord-018688-gvk9uazp 180 6 such such JJ cord-018688-gvk9uazp 180 7 systems system NNS cord-018688-gvk9uazp 180 8 is be VBZ cord-018688-gvk9uazp 180 9 their -PRON- PRP$ cord-018688-gvk9uazp 180 10 ability ability NN cord-018688-gvk9uazp 180 11 to to TO cord-018688-gvk9uazp 180 12 report report VB cord-018688-gvk9uazp 180 13 on on IN cord-018688-gvk9uazp 180 14 an an DT cord-018688-gvk9uazp 180 15 outbreak outbreak NN cord-018688-gvk9uazp 180 16 in in IN cord-018688-gvk9uazp 180 17 near near JJ cord-018688-gvk9uazp 180 18 real real JJ cord-018688-gvk9uazp 180 19 - - HYPH cord-018688-gvk9uazp 180 20 time time NN cord-018688-gvk9uazp 180 21 , , , cord-018688-gvk9uazp 180 22 or or CC cord-018688-gvk9uazp 180 23 , , , cord-018688-gvk9uazp 180 24 in in IN cord-018688-gvk9uazp 180 25 other other JJ cord-018688-gvk9uazp 180 26 words word NNS cord-018688-gvk9uazp 180 27 , , , cord-018688-gvk9uazp 180 28 before before IN cord-018688-gvk9uazp 180 29 the the DT cord-018688-gvk9uazp 180 30 information information NN cord-018688-gvk9uazp 180 31 is be VBZ cord-018688-gvk9uazp 180 32 officially officially RB cord-018688-gvk9uazp 180 33 reported report VBN cord-018688-gvk9uazp 180 34 , , , cord-018688-gvk9uazp 180 35 and and CC cord-018688-gvk9uazp 180 36 by by IN cord-018688-gvk9uazp 180 37 this this DT cord-018688-gvk9uazp 180 38 to to TO cord-018688-gvk9uazp 180 39 be be VB cord-018688-gvk9uazp 180 40 used use VBN cord-018688-gvk9uazp 180 41 by by IN cord-018688-gvk9uazp 180 42 public public JJ cord-018688-gvk9uazp 180 43 health health NN cord-018688-gvk9uazp 180 44 decision decision NN cord-018688-gvk9uazp 180 45 makers maker NNS cord-018688-gvk9uazp 180 46 for for IN cord-018688-gvk9uazp 180 47 epidemiological epidemiological JJ cord-018688-gvk9uazp 180 48 assessment assessment NN cord-018688-gvk9uazp 180 49 and and CC cord-018688-gvk9uazp 180 50 preparation preparation NN cord-018688-gvk9uazp 180 51 for for IN cord-018688-gvk9uazp 180 52 the the DT cord-018688-gvk9uazp 180 53 pandemic pandemic NN cord-018688-gvk9uazp 180 54 . . . cord-018688-gvk9uazp 181 1 Currently currently RB cord-018688-gvk9uazp 181 2 there there EX cord-018688-gvk9uazp 181 3 is be VBZ cord-018688-gvk9uazp 181 4 no no DT cord-018688-gvk9uazp 181 5 evidence evidence NN cord-018688-gvk9uazp 181 6 in in IN cord-018688-gvk9uazp 181 7 the the DT cord-018688-gvk9uazp 181 8 literature literature NN cord-018688-gvk9uazp 181 9 for for IN cord-018688-gvk9uazp 181 10 their -PRON- PRP$ cord-018688-gvk9uazp 181 11 capability capability NN cord-018688-gvk9uazp 181 12 to to TO cord-018688-gvk9uazp 181 13 detect detect VB cord-018688-gvk9uazp 181 14 an an DT cord-018688-gvk9uazp 181 15 outbreak outbreak NN cord-018688-gvk9uazp 181 16 at at IN cord-018688-gvk9uazp 181 17 its -PRON- PRP$ cord-018688-gvk9uazp 181 18 onset onset NN cord-018688-gvk9uazp 181 19 . . . cord-018688-gvk9uazp 182 1 In in IN cord-018688-gvk9uazp 182 2 addition addition NN cord-018688-gvk9uazp 182 3 , , , cord-018688-gvk9uazp 182 4 there there EX cord-018688-gvk9uazp 182 5 are be VBP cord-018688-gvk9uazp 182 6 no no DT cord-018688-gvk9uazp 182 7 hard hard JJ cord-018688-gvk9uazp 182 8 data datum NNS cord-018688-gvk9uazp 182 9 to to TO cord-018688-gvk9uazp 182 10 prove prove VB cord-018688-gvk9uazp 182 11 the the DT cord-018688-gvk9uazp 182 12 benefits benefit NNS cord-018688-gvk9uazp 182 13 of of IN cord-018688-gvk9uazp 182 14 using use VBG cord-018688-gvk9uazp 182 15 such such JJ cord-018688-gvk9uazp 182 16 systems system NNS cord-018688-gvk9uazp 182 17 before before IN cord-018688-gvk9uazp 182 18 and and CC cord-018688-gvk9uazp 182 19 during during IN cord-018688-gvk9uazp 182 20 an an DT cord-018688-gvk9uazp 182 21 outbreak outbreak NN cord-018688-gvk9uazp 182 22 . . . cord-018688-gvk9uazp 183 1 We -PRON- PRP cord-018688-gvk9uazp 183 2 do do VBP cord-018688-gvk9uazp 183 3 not not RB cord-018688-gvk9uazp 183 4 believe believe VB cord-018688-gvk9uazp 183 5 that that IN cord-018688-gvk9uazp 183 6 they -PRON- PRP cord-018688-gvk9uazp 183 7 can can MD cord-018688-gvk9uazp 183 8 be be VB cord-018688-gvk9uazp 183 9 used use VBN cord-018688-gvk9uazp 183 10 to to TO cord-018688-gvk9uazp 183 11 identify identify VB cord-018688-gvk9uazp 183 12 early early JJ cord-018688-gvk9uazp 183 13 cases case NNS cord-018688-gvk9uazp 183 14 , , , cord-018688-gvk9uazp 183 15 but but CC cord-018688-gvk9uazp 183 16 should should MD cord-018688-gvk9uazp 183 17 be be VB cord-018688-gvk9uazp 183 18 used use VBN cord-018688-gvk9uazp 183 19 as as IN cord-018688-gvk9uazp 183 20 a a DT cord-018688-gvk9uazp 183 21 support support NN cord-018688-gvk9uazp 183 22 system system NN cord-018688-gvk9uazp 183 23 for for IN cord-018688-gvk9uazp 183 24 describing describe VBG cord-018688-gvk9uazp 183 25 the the DT cord-018688-gvk9uazp 183 26 spread spread NN cord-018688-gvk9uazp 183 27 of of IN cord-018688-gvk9uazp 183 28 the the DT cord-018688-gvk9uazp 183 29 disease disease NN cord-018688-gvk9uazp 183 30 . . . cord-018688-gvk9uazp 184 1 The the DT cord-018688-gvk9uazp 184 2 challenge challenge NN cord-018688-gvk9uazp 184 3 is be VBZ cord-018688-gvk9uazp 184 4 to to TO cord-018688-gvk9uazp 184 5 empirically empirically RB cord-018688-gvk9uazp 184 6 assess assess VB cord-018688-gvk9uazp 184 7 the the DT cord-018688-gvk9uazp 184 8 efficiency efficiency NN cord-018688-gvk9uazp 184 9 of of IN cord-018688-gvk9uazp 184 10 informal informal JJ cord-018688-gvk9uazp 184 11 digital digital JJ cord-018688-gvk9uazp 184 12 systems system NNS cord-018688-gvk9uazp 184 13 and and CC cord-018688-gvk9uazp 184 14 their -PRON- PRP$ cord-018688-gvk9uazp 184 15 use use NN cord-018688-gvk9uazp 184 16 for for IN cord-018688-gvk9uazp 184 17 decision decision NN cord-018688-gvk9uazp 184 18 making making NN cord-018688-gvk9uazp 184 19 and and CC cord-018688-gvk9uazp 184 20 interventions intervention NNS cord-018688-gvk9uazp 184 21 during during IN cord-018688-gvk9uazp 184 22 crisis crisis NN cord-018688-gvk9uazp 184 23 , , , cord-018688-gvk9uazp 184 24 as as RB cord-018688-gvk9uazp 184 25 well well RB cord-018688-gvk9uazp 184 26 as as IN cord-018688-gvk9uazp 184 27 to to TO cord-018688-gvk9uazp 184 28 test test VB cord-018688-gvk9uazp 184 29 the the DT cord-018688-gvk9uazp 184 30 systems system NNS cord-018688-gvk9uazp 184 31 ' ' POS cord-018688-gvk9uazp 184 32 sensitivity sensitivity NN cord-018688-gvk9uazp 184 33 and and CC cord-018688-gvk9uazp 184 34 specificity specificity NN cord-018688-gvk9uazp 184 35 . . . cord-018688-gvk9uazp 185 1 A a DT cord-018688-gvk9uazp 185 2 more more RBR cord-018688-gvk9uazp 185 3 general general JJ cord-018688-gvk9uazp 185 4 informal informal JJ cord-018688-gvk9uazp 185 5 system system NN cord-018688-gvk9uazp 185 6 , , , cord-018688-gvk9uazp 185 7 which which WDT cord-018688-gvk9uazp 185 8 provides provide VBZ cord-018688-gvk9uazp 185 9 syndromic syndromic NNP cord-018688-gvk9uazp 185 10 - - HYPH cord-018688-gvk9uazp 185 11 based base VBN cord-018688-gvk9uazp 185 12 analysis analysis NN cord-018688-gvk9uazp 185 13 of of IN cord-018688-gvk9uazp 185 14 reports report NNS cord-018688-gvk9uazp 185 15 disseminated disseminate VBN cord-018688-gvk9uazp 185 16 by by IN cord-018688-gvk9uazp 185 17 all all DT cord-018688-gvk9uazp 185 18 currently currently RB cord-018688-gvk9uazp 185 19 existing exist VBG cord-018688-gvk9uazp 185 20 systems system NNS cord-018688-gvk9uazp 185 21 , , , cord-018688-gvk9uazp 185 22 may may MD cord-018688-gvk9uazp 185 23 be be VB cord-018688-gvk9uazp 185 24 the the DT cord-018688-gvk9uazp 185 25 next next JJ cord-018688-gvk9uazp 185 26 step step NN cord-018688-gvk9uazp 185 27 toward toward IN cord-018688-gvk9uazp 185 28 disease disease NN cord-018688-gvk9uazp 185 29 outbreak outbreak NN cord-018688-gvk9uazp 185 30 detection detection NN cord-018688-gvk9uazp 185 31 based base VBN cord-018688-gvk9uazp 185 32 on on IN cord-018688-gvk9uazp 185 33 informal informal JJ cord-018688-gvk9uazp 185 34 systems system NNS cord-018688-gvk9uazp 185 35 . . . cord-018688-gvk9uazp 186 1 Digital digital JJ cord-018688-gvk9uazp 186 2 surveillance surveillance NN cord-018688-gvk9uazp 186 3 for for IN cord-018688-gvk9uazp 186 4 enhanced enhanced JJ cord-018688-gvk9uazp 186 5 detection detection NN cord-018688-gvk9uazp 186 6 and and CC cord-018688-gvk9uazp 186 7 response response NN cord-018688-gvk9uazp 186 8 to to IN cord-018688-gvk9uazp 186 9 outbreaks outbreak NNS cord-018688-gvk9uazp 186 10 Factors factor NNS cord-018688-gvk9uazp 186 11 influencing influence VBG cord-018688-gvk9uazp 186 12 performance performance NN cord-018688-gvk9uazp 186 13 of of IN cord-018688-gvk9uazp 186 14 internet internet NN cord-018688-gvk9uazp 186 15 - - HYPH cord-018688-gvk9uazp 186 16 based base VBN cord-018688-gvk9uazp 186 17 biosurveillance biosurveillance NN cord-018688-gvk9uazp 186 18 systems system NNS cord-018688-gvk9uazp 186 19 used use VBN cord-018688-gvk9uazp 186 20 in in IN cord-018688-gvk9uazp 186 21 epidemic epidemic NN cord-018688-gvk9uazp 186 22 intelligence intelligence NN cord-018688-gvk9uazp 186 23 for for IN cord-018688-gvk9uazp 186 24 early early JJ cord-018688-gvk9uazp 186 25 detection detection NN cord-018688-gvk9uazp 186 26 of of IN cord-018688-gvk9uazp 186 27 infectious infectious JJ cord-018688-gvk9uazp 186 28 diseases disease NNS cord-018688-gvk9uazp 186 29 outbreaks outbreak NNS cord-018688-gvk9uazp 186 30 Digital digital JJ cord-018688-gvk9uazp 186 31 disease disease NN cord-018688-gvk9uazp 186 32 detection detection NN cord-018688-gvk9uazp 186 33 -harnessing -harnessing NN cord-018688-gvk9uazp 187 1 the the DT cord-018688-gvk9uazp 187 2 web web NN cord-018688-gvk9uazp 187 3 for for IN cord-018688-gvk9uazp 187 4 public public JJ cord-018688-gvk9uazp 187 5 health health NN cord-018688-gvk9uazp 187 6 surveillance surveillance NN cord-018688-gvk9uazp 187 7 Surveillance surveillance NN cord-018688-gvk9uazp 188 1 Sans Sans NNP cord-018688-gvk9uazp 188 2 Frontieres Frontieres NNP cord-018688-gvk9uazp 188 3 : : : cord-018688-gvk9uazp 188 4 internetbased internetbase VBN cord-018688-gvk9uazp 188 5 emerging emerge VBG cord-018688-gvk9uazp 188 6 infectious infectious JJ cord-018688-gvk9uazp 188 7 disease disease NN cord-018688-gvk9uazp 188 8 intelligence intelligence NN cord-018688-gvk9uazp 188 9 and and CC cord-018688-gvk9uazp 188 10 the the DT cord-018688-gvk9uazp 188 11 HealthMap HealthMap NNP cord-018688-gvk9uazp 188 12 project project NN cord-018688-gvk9uazp 189 1 Google Google NNP cord-018688-gvk9uazp 189 2 trends trend NNS cord-018688-gvk9uazp 189 3 : : : cord-018688-gvk9uazp 190 1 a a DT cord-018688-gvk9uazp 190 2 web web NN cord-018688-gvk9uazp 190 3 - - HYPH cord-018688-gvk9uazp 190 4 based base VBN cord-018688-gvk9uazp 190 5 tool tool NN cord-018688-gvk9uazp 190 6 for for IN cord-018688-gvk9uazp 190 7 real real JJ cord-018688-gvk9uazp 190 8 - - HYPH cord-018688-gvk9uazp 190 9 time time NN cord-018688-gvk9uazp 190 10 surveillance surveillance NN cord-018688-gvk9uazp 190 11 of of IN cord-018688-gvk9uazp 190 12 disease disease NN cord-018688-gvk9uazp 190 13 outbreaks outbreak NNS cord-018688-gvk9uazp 190 14 Google Google NNP cord-018688-gvk9uazp 190 15 trends trend NNS cord-018688-gvk9uazp 190 16 : : : cord-018688-gvk9uazp 190 17 a a DT cord-018688-gvk9uazp 190 18 web web NN cord-018688-gvk9uazp 190 19 - - HYPH cord-018688-gvk9uazp 190 20 based base VBN cord-018688-gvk9uazp 190 21 tool tool NN cord-018688-gvk9uazp 190 22 for for IN cord-018688-gvk9uazp 190 23 real real JJ cord-018688-gvk9uazp 190 24 - - HYPH cord-018688-gvk9uazp 190 25 time time NN cord-018688-gvk9uazp 190 26 surveillance surveillance NN cord-018688-gvk9uazp 190 27 of of IN cord-018688-gvk9uazp 190 28 disease disease NN cord-018688-gvk9uazp 190 29 outbreaks outbreak NNS cord-018688-gvk9uazp 190 30 Global global JJ cord-018688-gvk9uazp 190 31 capacity capacity NN cord-018688-gvk9uazp 190 32 for for IN cord-018688-gvk9uazp 190 33 emerging emerge VBG cord-018688-gvk9uazp 190 34 infectious infectious JJ cord-018688-gvk9uazp 190 35 disease disease NN cord-018688-gvk9uazp 190 36 detection detection NN cord-018688-gvk9uazp 190 37 Social Social NNP cord-018688-gvk9uazp 190 38 and and CC cord-018688-gvk9uazp 190 39 news news NN cord-018688-gvk9uazp 190 40 media medium NNS cord-018688-gvk9uazp 190 41 anables anable NNS cord-018688-gvk9uazp 190 42 estimation estimation NN cord-018688-gvk9uazp 190 43 of of IN cord-018688-gvk9uazp 190 44 epidemiological epidemiological JJ cord-018688-gvk9uazp 190 45 patterns pattern NNS cord-018688-gvk9uazp 190 46 early early RB cord-018688-gvk9uazp 190 47 in in IN cord-018688-gvk9uazp 190 48 the the DT cord-018688-gvk9uazp 190 49 2010 2010 CD cord-018688-gvk9uazp 190 50 Haitian haitian JJ cord-018688-gvk9uazp 190 51 Cholera Cholera NNP cord-018688-gvk9uazp 190 52 outbreak outbreak NN cord-018688-gvk9uazp 190 53 Google Google NNP cord-018688-gvk9uazp 190 54 Flu Flu NNP cord-018688-gvk9uazp 190 55 trends trend NNS cord-018688-gvk9uazp 190 56 : : : cord-018688-gvk9uazp 190 57 correlation correlation NN cord-018688-gvk9uazp 190 58 with with IN cord-018688-gvk9uazp 190 59 emergency emergency NN cord-018688-gvk9uazp 190 60 department department NN cord-018688-gvk9uazp 190 61 influenza influenza NN cord-018688-gvk9uazp 190 62 rates rate NNS cord-018688-gvk9uazp 190 63 and and CC cord-018688-gvk9uazp 190 64 crowding crowd VBG cord-018688-gvk9uazp 190 65 metrics metric NNS cord-018688-gvk9uazp 190 66 HealthMap HealthMap NNP cord-018688-gvk9uazp 190 67 : : : cord-018688-gvk9uazp 190 68 global global JJ cord-018688-gvk9uazp 190 69 infectious infectious JJ cord-018688-gvk9uazp 190 70 disease disease NN cord-018688-gvk9uazp 190 71 monitoring monitor VBG cord-018688-gvk9uazp 190 72 through through IN cord-018688-gvk9uazp 190 73 automated automate VBN cord-018688-gvk9uazp 190 74 classification classification NN cord-018688-gvk9uazp 190 75 and and CC cord-018688-gvk9uazp 190 76 visualization visualization NN cord-018688-gvk9uazp 190 77 of of IN cord-018688-gvk9uazp 190 78 internet internet NN cord-018688-gvk9uazp 190 79 media medium NNS cord-018688-gvk9uazp 190 80 reports report NNS cord-018688-gvk9uazp 190 81 Landscape Landscape NNP cord-018688-gvk9uazp 190 82 of of IN cord-018688-gvk9uazp 190 83 international international JJ cord-018688-gvk9uazp 190 84 eventbased eventbased JJ cord-018688-gvk9uazp 190 85 biosurveillance biosurveillance NN cord-018688-gvk9uazp 190 86 Scanning scan VBG cord-018688-gvk9uazp 190 87 the the DT cord-018688-gvk9uazp 190 88 emerging emerge VBG cord-018688-gvk9uazp 190 89 infectious infectious JJ cord-018688-gvk9uazp 190 90 diseases disease NNS cord-018688-gvk9uazp 190 91 horizon horizon NN cord-018688-gvk9uazp 190 92 - - HYPH cord-018688-gvk9uazp 190 93 visualizing visualize VBG cord-018688-gvk9uazp 190 94 ProMED ProMED JJR cord-018688-gvk9uazp 190 95 emails email NNS cord-018688-gvk9uazp 190 96 using use VBG cord-018688-gvk9uazp 190 97 EpiSPIDER EpiSPIDER NNS cord-018688-gvk9uazp 190 98 Using use VBG cord-018688-gvk9uazp 190 99 google google NN cord-018688-gvk9uazp 190 100 trends trend NNS cord-018688-gvk9uazp 190 101 for for IN cord-018688-gvk9uazp 190 102 influenza influenza NN cord-018688-gvk9uazp 190 103 surveillance surveillance NN cord-018688-gvk9uazp 190 104 in in IN cord-018688-gvk9uazp 190 105 south south JJ cord-018688-gvk9uazp 190 106 China China NNP cord-018688-gvk9uazp 191 1 The the DT cord-018688-gvk9uazp 191 2 internet internet NN cord-018688-gvk9uazp 191 3 and and CC cord-018688-gvk9uazp 191 4 the the DT cord-018688-gvk9uazp 191 5 global global JJ cord-018688-gvk9uazp 191 6 monitoring monitoring NN cord-018688-gvk9uazp 191 7 of of IN cord-018688-gvk9uazp 191 8 emerging emerge VBG cord-018688-gvk9uazp 191 9 diseases disease NNS cord-018688-gvk9uazp 191 10 : : : cord-018688-gvk9uazp 191 11 lessons lesson NNS cord-018688-gvk9uazp 191 12 from from IN cord-018688-gvk9uazp 191 13 the the DT cord-018688-gvk9uazp 191 14 first first JJ cord-018688-gvk9uazp 191 15 10 10 CD cord-018688-gvk9uazp 191 16 years year NNS cord-018688-gvk9uazp 191 17 of of IN cord-018688-gvk9uazp 191 18 ProMED ProMED NNS cord-018688-gvk9uazp 191 19 - - HYPH cord-018688-gvk9uazp 191 20 mail mail NN cord-018688-gvk9uazp 191 21 Internet internet NN cord-018688-gvk9uazp 191 22 - - HYPH cord-018688-gvk9uazp 191 23 based base VBN cord-018688-gvk9uazp 191 24 surveillance surveillance NN cord-018688-gvk9uazp 191 25 systems system NNS cord-018688-gvk9uazp 191 26 for for IN cord-018688-gvk9uazp 191 27 monitoring monitor VBG cord-018688-gvk9uazp 191 28 emerging emerge VBG cord-018688-gvk9uazp 191 29 infectious infectious JJ cord-018688-gvk9uazp 191 30 diseases disease NNS cord-018688-gvk9uazp 191 31 Public public JJ cord-018688-gvk9uazp 191 32 health health NN cord-018688-gvk9uazp 191 33 surveillance surveillance NN cord-018688-gvk9uazp 191 34 and and CC cord-018688-gvk9uazp 191 35 infectious infectious JJ cord-018688-gvk9uazp 191 36 disease disease NN cord-018688-gvk9uazp 191 37 detection detection NN cord-018688-gvk9uazp 192 1 The the DT cord-018688-gvk9uazp 192 2 global global JJ cord-018688-gvk9uazp 192 3 public public JJ cord-018688-gvk9uazp 192 4 health health NN cord-018688-gvk9uazp 192 5 intelligence intelligence NN cord-018688-gvk9uazp 192 6 network network NN cord-018688-gvk9uazp 192 7 and and CC cord-018688-gvk9uazp 192 8 early early JJ cord-018688-gvk9uazp 192 9 warning warn VBG cord-018688-gvk9uazp 192 10 outbreak outbreak NN cord-018688-gvk9uazp 192 11 detection detection NN cord-018688-gvk9uazp 192 12 : : : cord-018688-gvk9uazp 192 13 a a DT cord-018688-gvk9uazp 192 14 Canadian canadian JJ cord-018688-gvk9uazp 192 15 contribution contribution NN cord-018688-gvk9uazp 192 16 to to IN cord-018688-gvk9uazp 192 17 global global JJ cord-018688-gvk9uazp 192 18 public public JJ cord-018688-gvk9uazp 192 19 health health NN cord-018688-gvk9uazp 192 20 Event event NN cord-018688-gvk9uazp 192 21 - - HYPH cord-018688-gvk9uazp 192 22 based base VBN cord-018688-gvk9uazp 192 23 biosurveillance biosurveillance NN cord-018688-gvk9uazp 192 24 of of IN cord-018688-gvk9uazp 192 25 respiratory respiratory JJ cord-018688-gvk9uazp 192 26 disease disease NN cord-018688-gvk9uazp 192 27 in in IN cord-018688-gvk9uazp 192 28 Mexico Mexico NNP cord-018688-gvk9uazp 192 29 Optimizing optimize VBG cord-018688-gvk9uazp 192 30 provider provider NN cord-018688-gvk9uazp 192 31 recruitment recruitment NN cord-018688-gvk9uazp 192 32 for for IN cord-018688-gvk9uazp 192 33 influenza influenza NN cord-018688-gvk9uazp 192 34 surveillance surveillance NN cord-018688-gvk9uazp 192 35 networks network NNS cord-018688-gvk9uazp 193 1 Book book NN cord-018688-gvk9uazp 193 2 : : : cord-018688-gvk9uazp 193 3 handbook handbook NN cord-018688-gvk9uazp 193 4 of of IN cord-018688-gvk9uazp 193 5 biosurveillance biosurveillance NN cord-018688-gvk9uazp 193 6 301 301 CD cord-018688-gvk9uazp 193 7 Early early JJ cord-018688-gvk9uazp 193 8 detection detection NN cord-018688-gvk9uazp 193 9 of of IN cord-018688-gvk9uazp 193 10 disease disease NN cord-018688-gvk9uazp 193 11 outbreaks outbreak NNS cord-018688-gvk9uazp 194 1 using use VBG cord-018688-gvk9uazp 194 2 the the DT cord-018688-gvk9uazp 194 3 Internet internet NN