id sid tid token lemma pos cord-253171-l56qcbat 1 1 key key JJ cord-253171-l56qcbat 1 2 : : : cord-253171-l56qcbat 1 3 cord-253171-l56qcbat cord-253171-l56qcbat NN cord-253171-l56qcbat 1 4 authors author NNS cord-253171-l56qcbat 1 5 : : : cord-253171-l56qcbat 1 6 Rao Rao NNP cord-253171-l56qcbat 1 7 , , , cord-253171-l56qcbat 1 8 Huaxiang Huaxiang NNP cord-253171-l56qcbat 1 9 ; ; : cord-253171-l56qcbat 1 10 Shi Shi NNP cord-253171-l56qcbat 1 11 , , , cord-253171-l56qcbat 1 12 Xinyu Xinyu NNP cord-253171-l56qcbat 1 13 ; ; : cord-253171-l56qcbat 1 14 Zhang Zhang NNP cord-253171-l56qcbat 1 15 , , , cord-253171-l56qcbat 1 16 Xi Xi NNP cord-253171-l56qcbat 1 17 title title NN cord-253171-l56qcbat 1 18 : : : cord-253171-l56qcbat 2 1 Using use VBG cord-253171-l56qcbat 2 2 the the DT cord-253171-l56qcbat 2 3 Kulldorff Kulldorff NNP cord-253171-l56qcbat 2 4 ’s ’s POS cord-253171-l56qcbat 2 5 scan scan JJ cord-253171-l56qcbat 2 6 statistical statistical JJ cord-253171-l56qcbat 2 7 analysis analysis NN cord-253171-l56qcbat 2 8 to to TO cord-253171-l56qcbat 2 9 detect detect VB cord-253171-l56qcbat 2 10 spatio spatio JJ cord-253171-l56qcbat 2 11 - - HYPH cord-253171-l56qcbat 2 12 temporal temporal JJ cord-253171-l56qcbat 2 13 clusters cluster NNS cord-253171-l56qcbat 2 14 of of IN cord-253171-l56qcbat 2 15 tuberculosis tuberculosis NN cord-253171-l56qcbat 2 16 in in IN cord-253171-l56qcbat 2 17 Qinghai Qinghai NNP cord-253171-l56qcbat 2 18 Province Province NNP cord-253171-l56qcbat 2 19 , , , cord-253171-l56qcbat 2 20 China China NNP cord-253171-l56qcbat 2 21 , , , cord-253171-l56qcbat 2 22 2009–2016 2009–2016 CD cord-253171-l56qcbat 2 23 date date NN cord-253171-l56qcbat 2 24 : : : cord-253171-l56qcbat 2 25 2017 2017 CD cord-253171-l56qcbat 2 26 - - HYPH cord-253171-l56qcbat 2 27 08 08 CD cord-253171-l56qcbat 2 28 - - SYM cord-253171-l56qcbat 2 29 21 21 CD cord-253171-l56qcbat 2 30 journal journal NN cord-253171-l56qcbat 2 31 : : : cord-253171-l56qcbat 3 1 BMC BMC NNP cord-253171-l56qcbat 3 2 Infect infect VB cord-253171-l56qcbat 3 3 Dis Dis NNP cord-253171-l56qcbat 3 4 DOI doi NN cord-253171-l56qcbat 4 1 : : : cord-253171-l56qcbat 4 2 10.1186 10.1186 CD cord-253171-l56qcbat 4 3 / / SYM cord-253171-l56qcbat 4 4 s12879 s12879 NN cord-253171-l56qcbat 4 5 - - HYPH cord-253171-l56qcbat 4 6 017 017 CD cord-253171-l56qcbat 4 7 - - HYPH cord-253171-l56qcbat 4 8 2643-y 2643-y CD cord-253171-l56qcbat 4 9 sha sha NNP cord-253171-l56qcbat 4 10 : : : cord-253171-l56qcbat 5 1 e1be06ec4d2cc4190334ac135f85090e6d3f380f e1be06ec4d2cc4190334ac135f85090e6d3f380f NNP cord-253171-l56qcbat 5 2 doc_id doc_id NNP cord-253171-l56qcbat 5 3 : : : cord-253171-l56qcbat 5 4 253171 253171 CD cord-253171-l56qcbat 5 5 cord_uid cord_uid NNS cord-253171-l56qcbat 5 6 : : : cord-253171-l56qcbat 6 1 l56qcbat l56qcbat NNP cord-253171-l56qcbat 7 1 BACKGROUND background NN cord-253171-l56qcbat 7 2 : : : cord-253171-l56qcbat 8 1 Although although IN cord-253171-l56qcbat 8 2 the the DT cord-253171-l56qcbat 8 3 incidence incidence NN cord-253171-l56qcbat 8 4 of of IN cord-253171-l56qcbat 8 5 tuberculosis tuberculosis NN cord-253171-l56qcbat 8 6 ( ( -LRB- cord-253171-l56qcbat 8 7 TB TB NNP cord-253171-l56qcbat 8 8 ) ) -RRB- cord-253171-l56qcbat 8 9 in in IN cord-253171-l56qcbat 8 10 most most JJS cord-253171-l56qcbat 8 11 parts part NNS cord-253171-l56qcbat 8 12 of of IN cord-253171-l56qcbat 8 13 China China NNP cord-253171-l56qcbat 8 14 are be VBP cord-253171-l56qcbat 8 15 well well RB cord-253171-l56qcbat 8 16 under under IN cord-253171-l56qcbat 8 17 control control NN cord-253171-l56qcbat 8 18 now now RB cord-253171-l56qcbat 8 19 , , , cord-253171-l56qcbat 8 20 in in IN cord-253171-l56qcbat 8 21 less less RBR cord-253171-l56qcbat 8 22 developed developed JJ cord-253171-l56qcbat 8 23 areas area NNS cord-253171-l56qcbat 8 24 such such JJ cord-253171-l56qcbat 8 25 as as IN cord-253171-l56qcbat 8 26 Qinghai Qinghai NNP cord-253171-l56qcbat 8 27 , , , cord-253171-l56qcbat 8 28 TB TB NNP cord-253171-l56qcbat 8 29 still still RB cord-253171-l56qcbat 8 30 remains remain VBZ cord-253171-l56qcbat 8 31 a a DT cord-253171-l56qcbat 8 32 major major JJ cord-253171-l56qcbat 8 33 public public JJ cord-253171-l56qcbat 8 34 health health NN cord-253171-l56qcbat 8 35 problem problem NN cord-253171-l56qcbat 8 36 . . . cord-253171-l56qcbat 9 1 This this DT cord-253171-l56qcbat 9 2 study study NN cord-253171-l56qcbat 9 3 aims aim VBZ cord-253171-l56qcbat 9 4 to to TO cord-253171-l56qcbat 9 5 reveal reveal VB cord-253171-l56qcbat 9 6 the the DT cord-253171-l56qcbat 9 7 spatio spatio JJ cord-253171-l56qcbat 9 8 - - HYPH cord-253171-l56qcbat 9 9 temporal temporal JJ cord-253171-l56qcbat 9 10 patterns pattern NNS cord-253171-l56qcbat 9 11 of of IN cord-253171-l56qcbat 9 12 TB TB NNP cord-253171-l56qcbat 9 13 in in IN cord-253171-l56qcbat 9 14 the the DT cord-253171-l56qcbat 9 15 Qinghai Qinghai NNP cord-253171-l56qcbat 9 16 province province NN cord-253171-l56qcbat 9 17 , , , cord-253171-l56qcbat 9 18 which which WDT cord-253171-l56qcbat 9 19 could could MD cord-253171-l56qcbat 9 20 be be VB cord-253171-l56qcbat 9 21 helpful helpful JJ cord-253171-l56qcbat 9 22 in in IN cord-253171-l56qcbat 9 23 the the DT cord-253171-l56qcbat 9 24 planning planning NN cord-253171-l56qcbat 9 25 and and CC cord-253171-l56qcbat 9 26 implementing implement VBG cord-253171-l56qcbat 9 27 key key JJ cord-253171-l56qcbat 9 28 preventative preventative JJ cord-253171-l56qcbat 9 29 measures measure NNS cord-253171-l56qcbat 9 30 . . . cord-253171-l56qcbat 10 1 METHODS methods NN cord-253171-l56qcbat 10 2 : : : cord-253171-l56qcbat 11 1 We -PRON- PRP cord-253171-l56qcbat 11 2 extracted extract VBD cord-253171-l56qcbat 11 3 data datum NNS cord-253171-l56qcbat 11 4 of of IN cord-253171-l56qcbat 11 5 reported report VBN cord-253171-l56qcbat 11 6 TB TB NNP cord-253171-l56qcbat 11 7 cases case NNS cord-253171-l56qcbat 11 8 in in IN cord-253171-l56qcbat 11 9 the the DT cord-253171-l56qcbat 11 10 Qinghai Qinghai NNP cord-253171-l56qcbat 11 11 province province NN cord-253171-l56qcbat 11 12 from from IN cord-253171-l56qcbat 11 13 the the DT cord-253171-l56qcbat 11 14 China China NNP cord-253171-l56qcbat 11 15 Information Information NNP cord-253171-l56qcbat 11 16 System System NNP cord-253171-l56qcbat 11 17 for for IN cord-253171-l56qcbat 11 18 Disease Disease NNP cord-253171-l56qcbat 11 19 Control Control NNP cord-253171-l56qcbat 11 20 and and CC cord-253171-l56qcbat 11 21 Prevention Prevention NNP cord-253171-l56qcbat 11 22 ( ( -LRB- cord-253171-l56qcbat 11 23 CISDCP CISDCP NNP cord-253171-l56qcbat 11 24 ) ) -RRB- cord-253171-l56qcbat 11 25 during during IN cord-253171-l56qcbat 11 26 January January NNP cord-253171-l56qcbat 11 27 2009 2009 CD cord-253171-l56qcbat 11 28 to to IN cord-253171-l56qcbat 11 29 December December NNP cord-253171-l56qcbat 11 30 2016 2016 CD cord-253171-l56qcbat 11 31 . . . cord-253171-l56qcbat 12 1 The the DT cord-253171-l56qcbat 12 2 Kulldorff Kulldorff NNP cord-253171-l56qcbat 12 3 ’s ’s POS cord-253171-l56qcbat 12 4 retrospective retrospective JJ cord-253171-l56qcbat 12 5 space space NN cord-253171-l56qcbat 12 6 - - HYPH cord-253171-l56qcbat 12 7 time time NN cord-253171-l56qcbat 12 8 scan scan JJ cord-253171-l56qcbat 12 9 statistics statistic NNS cord-253171-l56qcbat 12 10 , , , cord-253171-l56qcbat 12 11 calculated calculate VBN cord-253171-l56qcbat 12 12 by by IN cord-253171-l56qcbat 12 13 using use VBG cord-253171-l56qcbat 12 14 the the DT cord-253171-l56qcbat 12 15 discrete discrete JJ cord-253171-l56qcbat 12 16 Poisson Poisson NNP cord-253171-l56qcbat 12 17 probability probability NN cord-253171-l56qcbat 12 18 model model NN cord-253171-l56qcbat 12 19 , , , cord-253171-l56qcbat 12 20 was be VBD cord-253171-l56qcbat 12 21 used use VBN cord-253171-l56qcbat 12 22 to to TO cord-253171-l56qcbat 12 23 identify identify VB cord-253171-l56qcbat 12 24 the the DT cord-253171-l56qcbat 12 25 temporal temporal JJ cord-253171-l56qcbat 12 26 , , , cord-253171-l56qcbat 12 27 spatial spatial JJ cord-253171-l56qcbat 12 28 , , , cord-253171-l56qcbat 12 29 and and CC cord-253171-l56qcbat 12 30 spatio spatio JJ cord-253171-l56qcbat 12 31 - - HYPH cord-253171-l56qcbat 12 32 temporal temporal JJ cord-253171-l56qcbat 12 33 clusters cluster NNS cord-253171-l56qcbat 12 34 of of IN cord-253171-l56qcbat 12 35 TB TB NNP cord-253171-l56qcbat 12 36 at at IN cord-253171-l56qcbat 12 37 the the DT cord-253171-l56qcbat 12 38 county county NN cord-253171-l56qcbat 12 39 level level NN cord-253171-l56qcbat 12 40 in in IN cord-253171-l56qcbat 12 41 Qinghai Qinghai NNP cord-253171-l56qcbat 12 42 . . . cord-253171-l56qcbat 13 1 RESULTS result NNS cord-253171-l56qcbat 13 2 : : : cord-253171-l56qcbat 14 1 A a DT cord-253171-l56qcbat 14 2 total total NN cord-253171-l56qcbat 14 3 of of IN cord-253171-l56qcbat 14 4 48,274 48,274 CD cord-253171-l56qcbat 14 5 TB TB NNP cord-253171-l56qcbat 14 6 cases case NNS cord-253171-l56qcbat 14 7 were be VBD cord-253171-l56qcbat 14 8 reported report VBN cord-253171-l56qcbat 14 9 from from IN cord-253171-l56qcbat 14 10 2009 2009 CD cord-253171-l56qcbat 14 11 to to IN cord-253171-l56qcbat 14 12 2016 2016 CD cord-253171-l56qcbat 14 13 in in IN cord-253171-l56qcbat 14 14 Qinghai Qinghai NNP cord-253171-l56qcbat 14 15 . . . cord-253171-l56qcbat 15 1 Results result NNS cord-253171-l56qcbat 15 2 of of IN cord-253171-l56qcbat 15 3 the the DT cord-253171-l56qcbat 15 4 Kulldorff Kulldorff NNP cord-253171-l56qcbat 15 5 ’s ’s POS cord-253171-l56qcbat 15 6 scan scan NN cord-253171-l56qcbat 15 7 revealed reveal VBD cord-253171-l56qcbat 15 8 that that IN cord-253171-l56qcbat 15 9 the the DT cord-253171-l56qcbat 15 10 TB TB NNP cord-253171-l56qcbat 15 11 cases case NNS cord-253171-l56qcbat 15 12 in in IN cord-253171-l56qcbat 15 13 Qinghai Qinghai NNP cord-253171-l56qcbat 15 14 were be VBD cord-253171-l56qcbat 15 15 significantly significantly RB cord-253171-l56qcbat 15 16 clustered cluster VBN cord-253171-l56qcbat 15 17 in in IN cord-253171-l56qcbat 15 18 spatial spatial JJ cord-253171-l56qcbat 15 19 , , , cord-253171-l56qcbat 15 20 temporal temporal JJ cord-253171-l56qcbat 15 21 , , , cord-253171-l56qcbat 15 22 and and CC cord-253171-l56qcbat 15 23 spatio spatio JJ cord-253171-l56qcbat 15 24 - - HYPH cord-253171-l56qcbat 15 25 temporal temporal JJ cord-253171-l56qcbat 15 26 distribution distribution NN cord-253171-l56qcbat 15 27 . . . cord-253171-l56qcbat 16 1 The the DT cord-253171-l56qcbat 16 2 most most RBS cord-253171-l56qcbat 16 3 likely likely JJ cord-253171-l56qcbat 16 4 spatio spatio JJ cord-253171-l56qcbat 16 5 - - HYPH cord-253171-l56qcbat 16 6 temporal temporal JJ cord-253171-l56qcbat 16 7 cluster cluster NN cord-253171-l56qcbat 16 8 ( ( -LRB- cord-253171-l56qcbat 16 9 LLR LLR NNP cord-253171-l56qcbat 16 10 = = SYM cord-253171-l56qcbat 16 11 2547.64 2547.64 CD cord-253171-l56qcbat 16 12 , , , cord-253171-l56qcbat 16 13 RR rr NN cord-253171-l56qcbat 16 14 = = SYM cord-253171-l56qcbat 16 15 4.21 4.21 CD cord-253171-l56qcbat 16 16 , , , cord-253171-l56qcbat 16 17 P p NN cord-253171-l56qcbat 16 18 < < XX cord-253171-l56qcbat 16 19 0.001 0.001 CD cord-253171-l56qcbat 16 20 ) ) -RRB- cord-253171-l56qcbat 16 21 was be VBD cord-253171-l56qcbat 16 22 mainly mainly RB cord-253171-l56qcbat 16 23 concentrated concentrate VBN cord-253171-l56qcbat 16 24 in in IN cord-253171-l56qcbat 16 25 the the DT cord-253171-l56qcbat 16 26 southwest southwest NN cord-253171-l56qcbat 16 27 of of IN cord-253171-l56qcbat 16 28 Qinghai Qinghai NNP cord-253171-l56qcbat 16 29 , , , cord-253171-l56qcbat 16 30 covering cover VBG cord-253171-l56qcbat 16 31 seven seven CD cord-253171-l56qcbat 16 32 counties county NNS cord-253171-l56qcbat 16 33 and and CC cord-253171-l56qcbat 16 34 clustered cluster VBN cord-253171-l56qcbat 16 35 in in IN cord-253171-l56qcbat 16 36 the the DT cord-253171-l56qcbat 16 37 time time NN cord-253171-l56qcbat 16 38 frame frame NN cord-253171-l56qcbat 16 39 from from IN cord-253171-l56qcbat 16 40 September September NNP cord-253171-l56qcbat 16 41 2014 2014 CD cord-253171-l56qcbat 16 42 to to IN cord-253171-l56qcbat 16 43 December December NNP cord-253171-l56qcbat 16 44 2016 2016 CD cord-253171-l56qcbat 16 45 . . . cord-253171-l56qcbat 17 1 CONCLUSION conclusion NN cord-253171-l56qcbat 17 2 : : : cord-253171-l56qcbat 18 1 This this DT cord-253171-l56qcbat 18 2 study study NN cord-253171-l56qcbat 18 3 identified identify VBD cord-253171-l56qcbat 18 4 eight eight CD cord-253171-l56qcbat 18 5 significant significant JJ cord-253171-l56qcbat 18 6 space space NN cord-253171-l56qcbat 18 7 - - HYPH cord-253171-l56qcbat 18 8 time time NN cord-253171-l56qcbat 18 9 clusters cluster NNS cord-253171-l56qcbat 18 10 of of IN cord-253171-l56qcbat 18 11 TB TB NNP cord-253171-l56qcbat 18 12 in in IN cord-253171-l56qcbat 18 13 Qinghai Qinghai NNP cord-253171-l56qcbat 18 14 from from IN cord-253171-l56qcbat 18 15 2009 2009 CD cord-253171-l56qcbat 18 16 to to IN cord-253171-l56qcbat 18 17 2016 2016 CD cord-253171-l56qcbat 18 18 , , , cord-253171-l56qcbat 18 19 which which WDT cord-253171-l56qcbat 18 20 could could MD cord-253171-l56qcbat 18 21 be be VB cord-253171-l56qcbat 18 22 helpful helpful JJ cord-253171-l56qcbat 18 23 in in IN cord-253171-l56qcbat 18 24 prioritizing prioritize VBG cord-253171-l56qcbat 18 25 resource resource NN cord-253171-l56qcbat 18 26 assignment assignment NN cord-253171-l56qcbat 18 27 in in IN cord-253171-l56qcbat 18 28 high high JJ cord-253171-l56qcbat 18 29 - - HYPH cord-253171-l56qcbat 18 30 risk risk NN cord-253171-l56qcbat 18 31 areas area NNS cord-253171-l56qcbat 18 32 for for IN cord-253171-l56qcbat 18 33 TB TB NNP cord-253171-l56qcbat 18 34 control control NN cord-253171-l56qcbat 18 35 and and CC cord-253171-l56qcbat 18 36 elimination elimination NN cord-253171-l56qcbat 18 37 in in IN cord-253171-l56qcbat 18 38 the the DT cord-253171-l56qcbat 18 39 future future NN cord-253171-l56qcbat 18 40 . . . cord-253171-l56qcbat 19 1 ELECTRONIC ELECTRONIC NNP cord-253171-l56qcbat 19 2 SUPPLEMENTARY supplementary JJ cord-253171-l56qcbat 19 3 MATERIAL material NN cord-253171-l56qcbat 19 4 : : : cord-253171-l56qcbat 20 1 The the DT cord-253171-l56qcbat 20 2 online online JJ cord-253171-l56qcbat 20 3 version version NN cord-253171-l56qcbat 20 4 of of IN cord-253171-l56qcbat 20 5 this this DT cord-253171-l56qcbat 20 6 article article NN cord-253171-l56qcbat 20 7 ( ( -LRB- cord-253171-l56qcbat 20 8 doi:10.1186 doi:10.1186 NNP cord-253171-l56qcbat 20 9 / / SYM cord-253171-l56qcbat 20 10 s12879 s12879 NN cord-253171-l56qcbat 20 11 - - HYPH cord-253171-l56qcbat 20 12 017 017 CD cord-253171-l56qcbat 20 13 - - HYPH cord-253171-l56qcbat 20 14 2643-y 2643-y CD cord-253171-l56qcbat 20 15 ) ) -RRB- cord-253171-l56qcbat 20 16 contains contain VBZ cord-253171-l56qcbat 20 17 supplementary supplementary JJ cord-253171-l56qcbat 20 18 material material NN cord-253171-l56qcbat 20 19 , , , cord-253171-l56qcbat 20 20 which which WDT cord-253171-l56qcbat 20 21 is be VBZ cord-253171-l56qcbat 20 22 available available JJ cord-253171-l56qcbat 20 23 to to IN cord-253171-l56qcbat 20 24 authorized authorize VBN cord-253171-l56qcbat 20 25 users user NNS cord-253171-l56qcbat 20 26 . . . cord-253171-l56qcbat 21 1 Tuberculosis tuberculosis NN cord-253171-l56qcbat 21 2 ( ( -LRB- cord-253171-l56qcbat 21 3 TB TB NNP cord-253171-l56qcbat 21 4 ) ) -RRB- cord-253171-l56qcbat 21 5 is be VBZ cord-253171-l56qcbat 21 6 an an DT cord-253171-l56qcbat 21 7 infectious infectious JJ cord-253171-l56qcbat 21 8 disease disease NN cord-253171-l56qcbat 21 9 caused cause VBN cord-253171-l56qcbat 21 10 by by IN cord-253171-l56qcbat 21 11 Mycobacterium Mycobacterium NNP cord-253171-l56qcbat 21 12 tuberculosis tuberculosis NN cord-253171-l56qcbat 21 13 . . . cord-253171-l56qcbat 22 1 Over over IN cord-253171-l56qcbat 22 2 80 80 CD cord-253171-l56qcbat 22 3 % % NN cord-253171-l56qcbat 22 4 of of IN cord-253171-l56qcbat 22 5 the the DT cord-253171-l56qcbat 22 6 new new JJ cord-253171-l56qcbat 22 7 TB TB NNP cord-253171-l56qcbat 22 8 cases case NNS cord-253171-l56qcbat 22 9 , , , cord-253171-l56qcbat 22 10 globally globally RB cord-253171-l56qcbat 22 11 , , , cord-253171-l56qcbat 22 12 were be VBD cord-253171-l56qcbat 22 13 reported report VBN cord-253171-l56qcbat 22 14 in in IN cord-253171-l56qcbat 22 15 developing develop VBG cord-253171-l56qcbat 22 16 countries country NNS cord-253171-l56qcbat 22 17 . . . cord-253171-l56qcbat 23 1 According accord VBG cord-253171-l56qcbat 23 2 to to IN cord-253171-l56qcbat 23 3 a a DT cord-253171-l56qcbat 23 4 World World NNP cord-253171-l56qcbat 23 5 Health Health NNP cord-253171-l56qcbat 23 6 Organization Organization NNP cord-253171-l56qcbat 23 7 report report NN cord-253171-l56qcbat 23 8 , , , cord-253171-l56qcbat 23 9 the the DT cord-253171-l56qcbat 23 10 TB TB NNP cord-253171-l56qcbat 23 11 burden burden NN cord-253171-l56qcbat 23 12 of of IN cord-253171-l56qcbat 23 13 China China NNP cord-253171-l56qcbat 23 14 is be VBZ cord-253171-l56qcbat 23 15 the the DT cord-253171-l56qcbat 23 16 second second RB cord-253171-l56qcbat 23 17 largest large JJS cord-253171-l56qcbat 23 18 in in IN cord-253171-l56qcbat 23 19 the the DT cord-253171-l56qcbat 23 20 world world NN cord-253171-l56qcbat 23 21 [ [ -LRB- cord-253171-l56qcbat 23 22 1 1 CD cord-253171-l56qcbat 23 23 ] ] -RRB- cord-253171-l56qcbat 23 24 . . . cord-253171-l56qcbat 24 1 In in IN cord-253171-l56qcbat 24 2 recent recent JJ cord-253171-l56qcbat 24 3 years year NNS cord-253171-l56qcbat 24 4 , , , cord-253171-l56qcbat 24 5 although although IN cord-253171-l56qcbat 24 6 the the DT cord-253171-l56qcbat 24 7 Chinese chinese JJ cord-253171-l56qcbat 24 8 Government Government NNP cord-253171-l56qcbat 24 9 has have VBZ cord-253171-l56qcbat 24 10 paid pay VBN cord-253171-l56qcbat 24 11 an an DT cord-253171-l56qcbat 24 12 increasing increase VBG cord-253171-l56qcbat 24 13 amount amount NN cord-253171-l56qcbat 24 14 of of IN cord-253171-l56qcbat 24 15 attention attention NN cord-253171-l56qcbat 24 16 to to IN cord-253171-l56qcbat 24 17 the the DT cord-253171-l56qcbat 24 18 control control NN cord-253171-l56qcbat 24 19 of of IN cord-253171-l56qcbat 24 20 TB TB NNP cord-253171-l56qcbat 24 21 , , , cord-253171-l56qcbat 24 22 prevention prevention NN cord-253171-l56qcbat 24 23 measures measure NNS cord-253171-l56qcbat 24 24 are be VBP cord-253171-l56qcbat 24 25 still still RB cord-253171-l56qcbat 24 26 insufficient insufficient JJ cord-253171-l56qcbat 24 27 , , , cord-253171-l56qcbat 24 28 especially especially RB cord-253171-l56qcbat 24 29 in in IN cord-253171-l56qcbat 24 30 areas area NNS cord-253171-l56qcbat 24 31 with with IN cord-253171-l56qcbat 24 32 inadequate inadequate JJ cord-253171-l56qcbat 24 33 medical medical JJ cord-253171-l56qcbat 24 34 resources resource NNS cord-253171-l56qcbat 24 35 , , , cord-253171-l56qcbat 24 36 such such JJ cord-253171-l56qcbat 24 37 as as IN cord-253171-l56qcbat 24 38 Qinghai Qinghai NNP cord-253171-l56qcbat 24 39 , , , cord-253171-l56qcbat 24 40 a a DT cord-253171-l56qcbat 24 41 province province NN cord-253171-l56qcbat 24 42 where where WRB cord-253171-l56qcbat 24 43 most most JJS cord-253171-l56qcbat 24 44 of of IN cord-253171-l56qcbat 24 45 the the DT cord-253171-l56qcbat 24 46 population population NN cord-253171-l56qcbat 24 47 suffers suffer VBZ cord-253171-l56qcbat 24 48 a a DT cord-253171-l56qcbat 24 49 high high JJ cord-253171-l56qcbat 24 50 risk risk NN cord-253171-l56qcbat 24 51 of of IN cord-253171-l56qcbat 24 52 TB TB NNP cord-253171-l56qcbat 24 53 even even RB cord-253171-l56qcbat 24 54 now now RB cord-253171-l56qcbat 24 55 [ [ -LRB- cord-253171-l56qcbat 24 56 2 2 CD cord-253171-l56qcbat 24 57 ] ] -RRB- cord-253171-l56qcbat 24 58 . . . cord-253171-l56qcbat 25 1 A a DT cord-253171-l56qcbat 25 2 large large JJ cord-253171-l56qcbat 25 3 number number NN cord-253171-l56qcbat 25 4 of of IN cord-253171-l56qcbat 25 5 studies study NNS cord-253171-l56qcbat 25 6 on on IN cord-253171-l56qcbat 25 7 the the DT cord-253171-l56qcbat 25 8 spatial spatial JJ cord-253171-l56qcbat 25 9 and and CC cord-253171-l56qcbat 25 10 temporal temporal JJ cord-253171-l56qcbat 25 11 distribution distribution NN cord-253171-l56qcbat 25 12 of of IN cord-253171-l56qcbat 25 13 TB TB NNP cord-253171-l56qcbat 25 14 have have VBP cord-253171-l56qcbat 25 15 demonstrated demonstrate VBN cord-253171-l56qcbat 25 16 that that IN cord-253171-l56qcbat 25 17 TB TB NNP cord-253171-l56qcbat 25 18 has have VBZ cord-253171-l56qcbat 25 19 a a DT cord-253171-l56qcbat 25 20 highly highly RB cord-253171-l56qcbat 25 21 complex complex JJ cord-253171-l56qcbat 25 22 dynamics dynamic NNS cord-253171-l56qcbat 25 23 and and CC cord-253171-l56qcbat 25 24 is be VBZ cord-253171-l56qcbat 25 25 spatially spatially RB cord-253171-l56qcbat 25 26 heterogeneous heterogeneous JJ cord-253171-l56qcbat 25 27 at at IN cord-253171-l56qcbat 25 28 the the DT cord-253171-l56qcbat 25 29 provincial provincial JJ cord-253171-l56qcbat 25 30 , , , cord-253171-l56qcbat 25 31 national national JJ cord-253171-l56qcbat 25 32 , , , cord-253171-l56qcbat 25 33 and and CC cord-253171-l56qcbat 25 34 international international JJ cord-253171-l56qcbat 25 35 levels level NNS cord-253171-l56qcbat 25 36 during during IN cord-253171-l56qcbat 25 37 certain certain JJ cord-253171-l56qcbat 25 38 periods period NNS cord-253171-l56qcbat 25 39 of of IN cord-253171-l56qcbat 25 40 time time NN cord-253171-l56qcbat 25 41 ; ; : cord-253171-l56qcbat 25 42 however however RB cord-253171-l56qcbat 25 43 , , , cord-253171-l56qcbat 25 44 the the DT cord-253171-l56qcbat 25 45 variations variation NNS cord-253171-l56qcbat 25 46 in in IN cord-253171-l56qcbat 25 47 small small JJ cord-253171-l56qcbat 25 48 area area NN cord-253171-l56qcbat 25 49 are be VBP cord-253171-l56qcbat 25 50 always always RB cord-253171-l56qcbat 25 51 be be VB cord-253171-l56qcbat 25 52 ignored ignore VBN cord-253171-l56qcbat 25 53 by by IN cord-253171-l56qcbat 25 54 using use VBG cord-253171-l56qcbat 25 55 a a DT cord-253171-l56qcbat 25 56 relatively relatively RB cord-253171-l56qcbat 25 57 large large JJ cord-253171-l56qcbat 25 58 scale scale NN cord-253171-l56qcbat 25 59 [ [ -LRB- cord-253171-l56qcbat 25 60 3 3 CD cord-253171-l56qcbat 25 61 ] ] -RRB- cord-253171-l56qcbat 25 62 [ [ -LRB- cord-253171-l56qcbat 25 63 4 4 CD cord-253171-l56qcbat 25 64 ] ] -RRB- cord-253171-l56qcbat 26 1 [ [ -LRB- cord-253171-l56qcbat 26 2 5 5 CD cord-253171-l56qcbat 26 3 ] ] -RRB- cord-253171-l56qcbat 26 4 [ [ -LRB- cord-253171-l56qcbat 26 5 6 6 CD cord-253171-l56qcbat 26 6 ] ] -RRB- cord-253171-l56qcbat 26 7 . . . cord-253171-l56qcbat 27 1 In in IN cord-253171-l56qcbat 27 2 our -PRON- PRP$ cord-253171-l56qcbat 27 3 previous previous JJ cord-253171-l56qcbat 27 4 study study NN cord-253171-l56qcbat 27 5 , , , cord-253171-l56qcbat 27 6 the the DT cord-253171-l56qcbat 27 7 Moran Moran NNP cord-253171-l56qcbat 27 8 's 's POS cord-253171-l56qcbat 27 9 I I NNP cord-253171-l56qcbat 27 10 spatial spatial JJ cord-253171-l56qcbat 27 11 autocorrelation autocorrelation NN cord-253171-l56qcbat 27 12 analysis analysis NN cord-253171-l56qcbat 27 13 method method NN cord-253171-l56qcbat 27 14 was be VBD cord-253171-l56qcbat 27 15 used use VBN cord-253171-l56qcbat 27 16 to to TO cord-253171-l56qcbat 27 17 analyze analyze VB cord-253171-l56qcbat 27 18 the the DT cord-253171-l56qcbat 27 19 TB TB NNP cord-253171-l56qcbat 27 20 incidence incidence NN cord-253171-l56qcbat 27 21 data datum NNS cord-253171-l56qcbat 27 22 from from IN cord-253171-l56qcbat 27 23 2009 2009 CD cord-253171-l56qcbat 27 24 to to IN cord-253171-l56qcbat 27 25 2013 2013 CD cord-253171-l56qcbat 27 26 in in IN cord-253171-l56qcbat 27 27 Qinghai Qinghai NNP cord-253171-l56qcbat 27 28 and and CC cord-253171-l56qcbat 27 29 found find VBD cord-253171-l56qcbat 27 30 that that IN cord-253171-l56qcbat 27 31 the the DT cord-253171-l56qcbat 27 32 distribution distribution NN cord-253171-l56qcbat 27 33 of of IN cord-253171-l56qcbat 27 34 TB TB NNP cord-253171-l56qcbat 27 35 in in IN cord-253171-l56qcbat 27 36 this this DT cord-253171-l56qcbat 27 37 province province NN cord-253171-l56qcbat 27 38 was be VBD cord-253171-l56qcbat 27 39 not not RB cord-253171-l56qcbat 27 40 random random JJ cord-253171-l56qcbat 27 41 [ [ -LRB- cord-253171-l56qcbat 27 42 7 7 CD cord-253171-l56qcbat 27 43 ] ] -RRB- cord-253171-l56qcbat 27 44 . . . cord-253171-l56qcbat 28 1 However however RB cord-253171-l56qcbat 28 2 the the DT cord-253171-l56qcbat 28 3 Global Global NNP cord-253171-l56qcbat 28 4 Moran Moran NNP cord-253171-l56qcbat 28 5 's 's POS cord-253171-l56qcbat 28 6 I -PRON- PRP cord-253171-l56qcbat 28 7 spatial spatial JJ cord-253171-l56qcbat 28 8 autocorrelation autocorrelation NN cord-253171-l56qcbat 28 9 analysis analysis NN cord-253171-l56qcbat 28 10 only only RB cord-253171-l56qcbat 28 11 evaluates evaluate VBZ cord-253171-l56qcbat 28 12 the the DT cord-253171-l56qcbat 28 13 distribution distribution NN cord-253171-l56qcbat 28 14 characteristics characteristic NNS cord-253171-l56qcbat 28 15 of of IN cord-253171-l56qcbat 28 16 the the DT cord-253171-l56qcbat 28 17 disease disease NN cord-253171-l56qcbat 28 18 in in IN cord-253171-l56qcbat 28 19 several several JJ cord-253171-l56qcbat 28 20 specific specific JJ cord-253171-l56qcbat 28 21 time time NN cord-253171-l56qcbat 28 22 points point NNS cord-253171-l56qcbat 28 23 . . . cord-253171-l56qcbat 29 1 Moreover moreover RB cord-253171-l56qcbat 29 2 , , , cord-253171-l56qcbat 29 3 this this DT cord-253171-l56qcbat 29 4 method method NN cord-253171-l56qcbat 29 5 can can MD cord-253171-l56qcbat 29 6 not not RB cord-253171-l56qcbat 29 7 estimate estimate VB cord-253171-l56qcbat 29 8 the the DT cord-253171-l56qcbat 29 9 risk risk NN cord-253171-l56qcbat 29 10 level level NN cord-253171-l56qcbat 29 11 of of IN cord-253171-l56qcbat 29 12 high high JJ cord-253171-l56qcbat 29 13 - - HYPH cord-253171-l56qcbat 29 14 risk risk NN cord-253171-l56qcbat 29 15 cluster cluster NN cord-253171-l56qcbat 29 16 areas area NNS cord-253171-l56qcbat 29 17 [ [ -LRB- cord-253171-l56qcbat 29 18 8 8 CD cord-253171-l56qcbat 29 19 ] ] -RRB- cord-253171-l56qcbat 30 1 [ [ -LRB- cord-253171-l56qcbat 30 2 9 9 CD cord-253171-l56qcbat 30 3 ] ] -RRB- cord-253171-l56qcbat 30 4 [ [ -LRB- cord-253171-l56qcbat 30 5 10 10 CD cord-253171-l56qcbat 30 6 ] ] -RRB- cord-253171-l56qcbat 30 7 [ [ -LRB- cord-253171-l56qcbat 30 8 11 11 CD cord-253171-l56qcbat 30 9 ] ] -RRB- cord-253171-l56qcbat 30 10 . . . cord-253171-l56qcbat 31 1 It -PRON- PRP cord-253171-l56qcbat 31 2 is be VBZ cord-253171-l56qcbat 31 3 a a DT cord-253171-l56qcbat 31 4 known know VBN cord-253171-l56qcbat 31 5 fact fact NN cord-253171-l56qcbat 31 6 that that IN cord-253171-l56qcbat 31 7 time time NN cord-253171-l56qcbat 31 8 is be VBZ cord-253171-l56qcbat 31 9 a a DT cord-253171-l56qcbat 31 10 critical critical JJ cord-253171-l56qcbat 31 11 confounder confounder NN cord-253171-l56qcbat 31 12 that that WDT cord-253171-l56qcbat 31 13 might may MD cord-253171-l56qcbat 31 14 directly directly RB cord-253171-l56qcbat 31 15 bias bias VB cord-253171-l56qcbat 31 16 the the DT cord-253171-l56qcbat 31 17 determination determination NN cord-253171-l56qcbat 31 18 of of IN cord-253171-l56qcbat 31 19 the the DT cord-253171-l56qcbat 31 20 high high JJ cord-253171-l56qcbat 31 21 - - HYPH cord-253171-l56qcbat 31 22 risk risk NN cord-253171-l56qcbat 31 23 regions region NNS cord-253171-l56qcbat 31 24 of of IN cord-253171-l56qcbat 31 25 TB TB NNP cord-253171-l56qcbat 31 26 . . . cord-253171-l56qcbat 32 1 The the DT cord-253171-l56qcbat 32 2 Kulldorff Kulldorff NNP cord-253171-l56qcbat 32 3 's 's POS cord-253171-l56qcbat 32 4 space space NN cord-253171-l56qcbat 32 5 - - HYPH cord-253171-l56qcbat 32 6 time time NN cord-253171-l56qcbat 32 7 scan scan JJ cord-253171-l56qcbat 32 8 statistical statistical JJ cord-253171-l56qcbat 32 9 method method NN cord-253171-l56qcbat 32 10 can can MD cord-253171-l56qcbat 32 11 detect detect VB cord-253171-l56qcbat 32 12 the the DT cord-253171-l56qcbat 32 13 distribution distribution NN cord-253171-l56qcbat 32 14 characteristics characteristic NNS cord-253171-l56qcbat 32 15 in in IN cord-253171-l56qcbat 32 16 both both CC cord-253171-l56qcbat 32 17 the the DT cord-253171-l56qcbat 32 18 temporal temporal JJ cord-253171-l56qcbat 32 19 and and CC cord-253171-l56qcbat 32 20 spatial spatial JJ cord-253171-l56qcbat 32 21 axes axis NNS cord-253171-l56qcbat 32 22 , , , cord-253171-l56qcbat 32 23 bringing bring VBG cord-253171-l56qcbat 32 24 them -PRON- PRP cord-253171-l56qcbat 32 25 closer close RBR cord-253171-l56qcbat 32 26 to to IN cord-253171-l56qcbat 32 27 real real JJ cord-253171-l56qcbat 32 28 - - HYPH cord-253171-l56qcbat 32 29 world world NN cord-253171-l56qcbat 32 30 conditions condition NNS cord-253171-l56qcbat 32 31 [ [ -LRB- cord-253171-l56qcbat 32 32 12 12 CD cord-253171-l56qcbat 32 33 ] ] -RRB- cord-253171-l56qcbat 33 1 [ [ -LRB- cord-253171-l56qcbat 33 2 13 13 CD cord-253171-l56qcbat 33 3 ] ] -RRB- cord-253171-l56qcbat 33 4 [ [ -LRB- cord-253171-l56qcbat 33 5 14 14 CD cord-253171-l56qcbat 33 6 ] ] -RRB- cord-253171-l56qcbat 33 7 [ [ -LRB- cord-253171-l56qcbat 33 8 15 15 CD cord-253171-l56qcbat 33 9 ] ] -RRB- cord-253171-l56qcbat 33 10 . . . cord-253171-l56qcbat 34 1 Additionally additionally RB cord-253171-l56qcbat 34 2 , , , cord-253171-l56qcbat 34 3 the the DT cord-253171-l56qcbat 34 4 relative relative JJ cord-253171-l56qcbat 34 5 risk risk NN cord-253171-l56qcbat 34 6 of of IN cord-253171-l56qcbat 34 7 disease disease NN cord-253171-l56qcbat 34 8 in in IN cord-253171-l56qcbat 34 9 a a DT cord-253171-l56qcbat 34 10 cluster cluster NN cord-253171-l56qcbat 34 11 area area NN cord-253171-l56qcbat 34 12 can can MD cord-253171-l56qcbat 34 13 be be VB cord-253171-l56qcbat 34 14 estimated estimate VBN cord-253171-l56qcbat 34 15 by by IN cord-253171-l56qcbat 34 16 comparing compare VBG cord-253171-l56qcbat 34 17 it -PRON- PRP cord-253171-l56qcbat 34 18 with with IN cord-253171-l56qcbat 34 19 the the DT cord-253171-l56qcbat 34 20 area area NN cord-253171-l56qcbat 34 21 outside outside IN cord-253171-l56qcbat 34 22 the the DT cord-253171-l56qcbat 34 23 cluster cluster NN cord-253171-l56qcbat 34 24 area area NN cord-253171-l56qcbat 34 25 . . . cord-253171-l56qcbat 35 1 This this DT cord-253171-l56qcbat 35 2 method method NN cord-253171-l56qcbat 35 3 has have VBZ cord-253171-l56qcbat 35 4 been be VBN cord-253171-l56qcbat 35 5 used use VBN cord-253171-l56qcbat 35 6 wildly wildly RB cord-253171-l56qcbat 35 7 in in IN cord-253171-l56qcbat 35 8 the the DT cord-253171-l56qcbat 35 9 epidemiology epidemiology NN cord-253171-l56qcbat 35 10 studies study NNS cord-253171-l56qcbat 35 11 of of IN cord-253171-l56qcbat 35 12 infectious infectious JJ cord-253171-l56qcbat 35 13 diseases disease NNS cord-253171-l56qcbat 35 14 [ [ -LRB- cord-253171-l56qcbat 35 15 16 16 CD cord-253171-l56qcbat 35 16 ] ] -RRB- cord-253171-l56qcbat 35 17 [ [ -LRB- cord-253171-l56qcbat 35 18 17 17 CD cord-253171-l56qcbat 35 19 ] ] -RRB- cord-253171-l56qcbat 35 20 [ [ -LRB- cord-253171-l56qcbat 35 21 18 18 CD cord-253171-l56qcbat 35 22 ] ] -RRB- cord-253171-l56qcbat 35 23 [ [ -LRB- cord-253171-l56qcbat 35 24 19 19 CD cord-253171-l56qcbat 35 25 ] ] -RRB- cord-253171-l56qcbat 35 26 . . . cord-253171-l56qcbat 36 1 Analyzing analyze VBG cord-253171-l56qcbat 36 2 and and CC cord-253171-l56qcbat 36 3 evaluating evaluate VBG cord-253171-l56qcbat 36 4 the the DT cord-253171-l56qcbat 36 5 spatio spatio JJ cord-253171-l56qcbat 36 6 - - HYPH cord-253171-l56qcbat 36 7 temporal temporal JJ cord-253171-l56qcbat 36 8 patterns pattern NNS cord-253171-l56qcbat 36 9 and and CC cord-253171-l56qcbat 36 10 trends trend NNS cord-253171-l56qcbat 36 11 of of IN cord-253171-l56qcbat 36 12 TB TB NNP cord-253171-l56qcbat 36 13 in in IN cord-253171-l56qcbat 36 14 Qinghai Qinghai NNP cord-253171-l56qcbat 36 15 is be VBZ cord-253171-l56qcbat 36 16 necessary necessary JJ cord-253171-l56qcbat 36 17 for for IN cord-253171-l56qcbat 36 18 TB TB NNP cord-253171-l56qcbat 36 19 control control NN cord-253171-l56qcbat 36 20 and and CC cord-253171-l56qcbat 36 21 elimination elimination NN cord-253171-l56qcbat 36 22 . . . cord-253171-l56qcbat 37 1 In in IN cord-253171-l56qcbat 37 2 this this DT cord-253171-l56qcbat 37 3 study study NN cord-253171-l56qcbat 37 4 , , , cord-253171-l56qcbat 37 5 our -PRON- PRP$ cord-253171-l56qcbat 37 6 aim aim NN cord-253171-l56qcbat 37 7 was be VBD cord-253171-l56qcbat 37 8 to to TO cord-253171-l56qcbat 37 9 use use VB cord-253171-l56qcbat 37 10 the the DT cord-253171-l56qcbat 37 11 Kulldorff Kulldorff NNP cord-253171-l56qcbat 37 12 's 's POS cord-253171-l56qcbat 37 13 scan scan JJ cord-253171-l56qcbat 37 14 statistical statistical JJ cord-253171-l56qcbat 37 15 analysis analysis NN cord-253171-l56qcbat 37 16 to to TO cord-253171-l56qcbat 37 17 explore explore VB cord-253171-l56qcbat 37 18 the the DT cord-253171-l56qcbat 37 19 spatial spatial JJ cord-253171-l56qcbat 37 20 , , , cord-253171-l56qcbat 37 21 temporal temporal JJ cord-253171-l56qcbat 37 22 , , , cord-253171-l56qcbat 37 23 and and CC cord-253171-l56qcbat 37 24 space space NN cord-253171-l56qcbat 37 25 - - HYPH cord-253171-l56qcbat 37 26 time time NN cord-253171-l56qcbat 37 27 dynamics dynamic NNS cord-253171-l56qcbat 37 28 of of IN cord-253171-l56qcbat 37 29 TB TB NNP cord-253171-l56qcbat 37 30 at at IN cord-253171-l56qcbat 37 31 the the DT cord-253171-l56qcbat 37 32 county county NN cord-253171-l56qcbat 37 33 level level NN cord-253171-l56qcbat 37 34 in in IN cord-253171-l56qcbat 37 35 Qinghai Qinghai NNP cord-253171-l56qcbat 37 36 . . . cord-253171-l56qcbat 38 1 Qinghai Qinghai NNP cord-253171-l56qcbat 38 2 is be VBZ cord-253171-l56qcbat 38 3 located locate VBN cord-253171-l56qcbat 38 4 in in IN cord-253171-l56qcbat 38 5 the the DT cord-253171-l56qcbat 38 6 northwest northwest NN cord-253171-l56qcbat 38 7 China China NNP cord-253171-l56qcbat 38 8 and and CC cord-253171-l56qcbat 38 9 lies lie VBZ cord-253171-l56qcbat 38 10 to to IN cord-253171-l56qcbat 38 11 the the DT cord-253171-l56qcbat 38 12 northeast northeast NN cord-253171-l56qcbat 38 13 of of IN cord-253171-l56qcbat 38 14 the the DT cord-253171-l56qcbat 38 15 Qinghai Qinghai NNP cord-253171-l56qcbat 38 16 - - HYPH cord-253171-l56qcbat 38 17 Tibet Tibet NNP cord-253171-l56qcbat 38 18 Plateau Plateau NNP cord-253171-l56qcbat 38 19 . . . cord-253171-l56qcbat 39 1 The the DT cord-253171-l56qcbat 39 2 average average JJ cord-253171-l56qcbat 39 3 altitude altitude NN cord-253171-l56qcbat 39 4 is be VBZ cord-253171-l56qcbat 40 1 3000 3000 CD cord-253171-l56qcbat 40 2 - - SYM cord-253171-l56qcbat 40 3 5000 5000 CD cord-253171-l56qcbat 40 4 m. m. NN cord-253171-l56qcbat 40 5 Qinghai Qinghai NNP cord-253171-l56qcbat 40 6 comprises comprise VBZ cord-253171-l56qcbat 40 7 eight eight CD cord-253171-l56qcbat 40 8 prefectures prefecture NNS cord-253171-l56qcbat 40 9 , , , cord-253171-l56qcbat 40 10 including include VBG cord-253171-l56qcbat 40 11 a a DT cord-253171-l56qcbat 40 12 total total NN cord-253171-l56qcbat 40 13 of of IN cord-253171-l56qcbat 40 14 46 46 CD cord-253171-l56qcbat 40 15 counties county NNS cord-253171-l56qcbat 40 16 ( ( -LRB- cord-253171-l56qcbat 40 17 Fig Fig NNP cord-253171-l56qcbat 40 18 . . NNP cord-253171-l56qcbat 40 19 1 1 CD cord-253171-l56qcbat 40 20 ) ) -RRB- cord-253171-l56qcbat 40 21 . . . cord-253171-l56qcbat 41 1 The the DT cord-253171-l56qcbat 41 2 province province NN cord-253171-l56qcbat 41 3 is be VBZ cord-253171-l56qcbat 41 4 comparatively comparatively RB cord-253171-l56qcbat 41 5 less less RBR cord-253171-l56qcbat 41 6 developed developed JJ cord-253171-l56qcbat 41 7 , , , cord-253171-l56qcbat 41 8 with with IN cord-253171-l56qcbat 41 9 a a DT cord-253171-l56qcbat 41 10 high high JJ cord-253171-l56qcbat 41 11 annual annual JJ cord-253171-l56qcbat 41 12 incidence incidence NN cord-253171-l56qcbat 41 13 of of IN cord-253171-l56qcbat 41 14 TB TB NNP cord-253171-l56qcbat 41 15 . . . cord-253171-l56qcbat 42 1 The the DT cord-253171-l56qcbat 42 2 total total JJ cord-253171-l56qcbat 42 3 population population NN cord-253171-l56qcbat 42 4 is be VBZ cord-253171-l56qcbat 42 5 about about RB cord-253171-l56qcbat 42 6 5.7 5.7 CD cord-253171-l56qcbat 42 7 million million CD cord-253171-l56qcbat 42 8 people people NNS cord-253171-l56qcbat 42 9 . . . cord-253171-l56qcbat 43 1 We -PRON- PRP cord-253171-l56qcbat 43 2 collected collect VBD cord-253171-l56qcbat 43 3 data datum NNS cord-253171-l56qcbat 43 4 ( ( -LRB- cord-253171-l56qcbat 43 5 2009 2009 CD cord-253171-l56qcbat 43 6 - - SYM cord-253171-l56qcbat 43 7 2016 2016 CD cord-253171-l56qcbat 43 8 ) ) -RRB- cord-253171-l56qcbat 43 9 of of IN cord-253171-l56qcbat 43 10 TB TB NNP cord-253171-l56qcbat 43 11 cases case NNS cord-253171-l56qcbat 43 12 in in IN cord-253171-l56qcbat 43 13 Qinghai Qinghai NNP cord-253171-l56qcbat 43 14 from from IN cord-253171-l56qcbat 43 15 the the DT cord-253171-l56qcbat 43 16 China China NNP cord-253171-l56qcbat 43 17 Information Information NNP cord-253171-l56qcbat 43 18 System System NNP cord-253171-l56qcbat 43 19 for for IN cord-253171-l56qcbat 43 20 Disease Disease NNP cord-253171-l56qcbat 43 21 Control Control NNP cord-253171-l56qcbat 43 22 and and CC cord-253171-l56qcbat 43 23 Prevention Prevention NNP cord-253171-l56qcbat 43 24 ( ( -LRB- cord-253171-l56qcbat 43 25 CISDCP CISDCP NNP cord-253171-l56qcbat 43 26 ) ) -RRB- cord-253171-l56qcbat 43 27 . . . cord-253171-l56qcbat 44 1 We -PRON- PRP cord-253171-l56qcbat 44 2 also also RB cord-253171-l56qcbat 44 3 extracted extract VBD cord-253171-l56qcbat 44 4 the the DT cord-253171-l56qcbat 44 5 demographic demographic JJ cord-253171-l56qcbat 44 6 data datum NNS cord-253171-l56qcbat 44 7 of of IN cord-253171-l56qcbat 44 8 46 46 CD cord-253171-l56qcbat 44 9 counties county NNS cord-253171-l56qcbat 44 10 from from IN cord-253171-l56qcbat 44 11 Qinghai Qinghai NNP cord-253171-l56qcbat 44 12 's 's POS cord-253171-l56qcbat 44 13 statistical statistical JJ cord-253171-l56qcbat 44 14 yearbooks yearbook NNS cord-253171-l56qcbat 44 15 ( ( -LRB- cord-253171-l56qcbat 44 16 2010 2010 CD cord-253171-l56qcbat 44 17 ) ) -RRB- cord-253171-l56qcbat 44 18 ( ( -LRB- cord-253171-l56qcbat 44 19 2011 2011 CD cord-253171-l56qcbat 44 20 ) ) -RRB- cord-253171-l56qcbat 44 21 ( ( -LRB- cord-253171-l56qcbat 44 22 2012 2012 CD cord-253171-l56qcbat 44 23 ) ) -RRB- cord-253171-l56qcbat 44 24 ( ( -LRB- cord-253171-l56qcbat 44 25 2013 2013 CD cord-253171-l56qcbat 44 26 ) ) -RRB- cord-253171-l56qcbat 44 27 ( ( -LRB- cord-253171-l56qcbat 44 28 2014 2014 CD cord-253171-l56qcbat 44 29 ) ) -RRB- cord-253171-l56qcbat 44 30 ( ( -LRB- cord-253171-l56qcbat 44 31 2015 2015 CD cord-253171-l56qcbat 44 32 ) ) -RRB- cord-253171-l56qcbat 44 33 ( ( -LRB- cord-253171-l56qcbat 44 34 2016 2016 CD cord-253171-l56qcbat 44 35 ) ) -RRB- cord-253171-l56qcbat 44 36 ( ( -LRB- cord-253171-l56qcbat 44 37 2017 2017 CD cord-253171-l56qcbat 44 38 ) ) -RRB- cord-253171-l56qcbat 44 39 . . . cord-253171-l56qcbat 45 1 TB TB NNP cord-253171-l56qcbat 45 2 is be VBZ cord-253171-l56qcbat 45 3 one one CD cord-253171-l56qcbat 45 4 of of IN cord-253171-l56qcbat 45 5 the the DT cord-253171-l56qcbat 45 6 notifiable notifiable JJ cord-253171-l56qcbat 45 7 infectious infectious JJ cord-253171-l56qcbat 45 8 diseases disease NNS cord-253171-l56qcbat 45 9 in in IN cord-253171-l56qcbat 45 10 China China NNP cord-253171-l56qcbat 45 11 . . . cord-253171-l56qcbat 46 1 It -PRON- PRP cord-253171-l56qcbat 46 2 is be VBZ cord-253171-l56qcbat 46 3 mandated mandate VBN cord-253171-l56qcbat 46 4 that that IN cord-253171-l56qcbat 46 5 each each DT cord-253171-l56qcbat 46 6 case case NN cord-253171-l56qcbat 46 7 of of IN cord-253171-l56qcbat 46 8 TB TB NNP cord-253171-l56qcbat 46 9 must must MD cord-253171-l56qcbat 46 10 be be VB cord-253171-l56qcbat 46 11 reported report VBN cord-253171-l56qcbat 46 12 online online RB cord-253171-l56qcbat 46 13 within within IN cord-253171-l56qcbat 46 14 24 24 CD cord-253171-l56qcbat 46 15 h h NN cord-253171-l56qcbat 46 16 after after IN cord-253171-l56qcbat 46 17 diagnosis diagnosis NN cord-253171-l56qcbat 46 18 in in IN cord-253171-l56qcbat 46 19 a a DT cord-253171-l56qcbat 46 20 hospital hospital NN cord-253171-l56qcbat 46 21 . . . cord-253171-l56qcbat 47 1 Cases case NNS cord-253171-l56qcbat 47 2 of of IN cord-253171-l56qcbat 47 3 TB TB NNP cord-253171-l56qcbat 47 4 were be VBD cord-253171-l56qcbat 47 5 diagnosed diagnose VBN cord-253171-l56qcbat 47 6 using use VBG cord-253171-l56qcbat 47 7 radiography radiography NN cord-253171-l56qcbat 47 8 , , , cord-253171-l56qcbat 47 9 pathogen pathogen NN cord-253171-l56qcbat 47 10 detection detection NN cord-253171-l56qcbat 47 11 , , , cord-253171-l56qcbat 47 12 and and CC cord-253171-l56qcbat 47 13 pathologic pathologic JJ cord-253171-l56qcbat 47 14 diagnosis diagnosis NN cord-253171-l56qcbat 47 15 , , , cord-253171-l56qcbat 47 16 based base VBN cord-253171-l56qcbat 47 17 on on IN cord-253171-l56qcbat 47 18 the the DT cord-253171-l56qcbat 47 19 diagnostic diagnostic JJ cord-253171-l56qcbat 47 20 criteria criterion NNS cord-253171-l56qcbat 47 21 recommended recommend VBN cord-253171-l56qcbat 47 22 by by IN cord-253171-l56qcbat 47 23 the the DT cord-253171-l56qcbat 47 24 National National NNP cord-253171-l56qcbat 47 25 Health Health NNP cord-253171-l56qcbat 47 26 and and CC cord-253171-l56qcbat 47 27 Family Family NNP cord-253171-l56qcbat 47 28 Planning Planning NNP cord-253171-l56qcbat 47 29 Commission Commission NNP cord-253171-l56qcbat 47 30 of of IN cord-253171-l56qcbat 47 31 the the DT cord-253171-l56qcbat 47 32 People People NNPS cord-253171-l56qcbat 47 33 's 's POS cord-253171-l56qcbat 47 34 Republic Republic NNP cord-253171-l56qcbat 47 35 of of IN cord-253171-l56qcbat 47 36 China China NNP cord-253171-l56qcbat 47 37 ( ( -LRB- cord-253171-l56qcbat 47 38 2008 2008 CD cord-253171-l56qcbat 47 39 ) ) -RRB- cord-253171-l56qcbat 47 40 . . . cord-253171-l56qcbat 48 1 A a DT cord-253171-l56qcbat 48 2 total total NN cord-253171-l56qcbat 48 3 of of IN cord-253171-l56qcbat 48 4 48,274 48,274 CD cord-253171-l56qcbat 48 5 incident incident NN cord-253171-l56qcbat 48 6 cases case NNS cord-253171-l56qcbat 48 7 of of IN cord-253171-l56qcbat 48 8 TB TB NNP cord-253171-l56qcbat 48 9 and and CC cord-253171-l56qcbat 48 10 84 84 CD cord-253171-l56qcbat 48 11 TB TB NNP cord-253171-l56qcbat 48 12 - - HYPH cord-253171-l56qcbat 48 13 related relate VBN cord-253171-l56qcbat 48 14 deaths death NNS cord-253171-l56qcbat 48 15 were be VBD cord-253171-l56qcbat 48 16 reported report VBN cord-253171-l56qcbat 48 17 across across IN cord-253171-l56qcbat 48 18 771 771 CD cord-253171-l56qcbat 48 19 hospitals hospital NNS cord-253171-l56qcbat 48 20 and and CC cord-253171-l56qcbat 48 21 medical medical JJ cord-253171-l56qcbat 48 22 institutions institution NNS cord-253171-l56qcbat 48 23 in in IN cord-253171-l56qcbat 48 24 Qinghai Qinghai NNP cord-253171-l56qcbat 48 25 from from IN cord-253171-l56qcbat 48 26 January January NNP cord-253171-l56qcbat 48 27 2009 2009 CD cord-253171-l56qcbat 48 28 to to IN cord-253171-l56qcbat 48 29 December December NNP cord-253171-l56qcbat 48 30 2016 2016 CD cord-253171-l56qcbat 48 31 . . . cord-253171-l56qcbat 49 1 In in IN cord-253171-l56qcbat 49 2 this this DT cord-253171-l56qcbat 49 3 study study NN cord-253171-l56qcbat 49 4 , , , cord-253171-l56qcbat 49 5 48,165 48,165 CD cord-253171-l56qcbat 49 6 cases case NNS cord-253171-l56qcbat 49 7 , , , cord-253171-l56qcbat 49 8 aggregated aggregate VBN cord-253171-l56qcbat 49 9 at at IN cord-253171-l56qcbat 49 10 the the DT cord-253171-l56qcbat 49 11 county county NN cord-253171-l56qcbat 49 12 level level NN cord-253171-l56qcbat 49 13 monthly monthly RB cord-253171-l56qcbat 49 14 , , , cord-253171-l56qcbat 49 15 were be VBD cord-253171-l56qcbat 49 16 analyzed analyze VBN cord-253171-l56qcbat 49 17 to to TO cord-253171-l56qcbat 49 18 detect detect VB cord-253171-l56qcbat 49 19 the the DT cord-253171-l56qcbat 49 20 spatio spatio JJ cord-253171-l56qcbat 49 21 - - HYPH cord-253171-l56qcbat 49 22 temporal temporal JJ cord-253171-l56qcbat 49 23 high high JJ cord-253171-l56qcbat 49 24 - - HYPH cord-253171-l56qcbat 49 25 risk risk NN cord-253171-l56qcbat 49 26 areas area NNS cord-253171-l56qcbat 49 27 of of IN cord-253171-l56qcbat 49 28 TB TB NNP cord-253171-l56qcbat 49 29 . . . cord-253171-l56qcbat 50 1 And and CC cord-253171-l56qcbat 50 2 109 109 CD cord-253171-l56qcbat 50 3 cases case NNS cord-253171-l56qcbat 50 4 without without IN cord-253171-l56qcbat 50 5 detailed detailed JJ cord-253171-l56qcbat 50 6 information information NN cord-253171-l56qcbat 50 7 on on IN cord-253171-l56qcbat 50 8 the the DT cord-253171-l56qcbat 50 9 residential residential JJ cord-253171-l56qcbat 50 10 address address NN cord-253171-l56qcbat 50 11 were be VBD cord-253171-l56qcbat 50 12 excluded exclude VBN cord-253171-l56qcbat 50 13 from from IN cord-253171-l56qcbat 50 14 the the DT cord-253171-l56qcbat 50 15 analysis analysis NN cord-253171-l56qcbat 50 16 . . . cord-253171-l56qcbat 51 1 In in IN cord-253171-l56qcbat 51 2 order order NN cord-253171-l56qcbat 51 3 to to TO cord-253171-l56qcbat 51 4 check check VB cord-253171-l56qcbat 51 5 the the DT cord-253171-l56qcbat 51 6 missing miss VBG cord-253171-l56qcbat 51 7 reports report NNS cord-253171-l56qcbat 51 8 of of IN cord-253171-l56qcbat 51 9 TB TB NNP cord-253171-l56qcbat 51 10 , , , cord-253171-l56qcbat 51 11 we -PRON- PRP cord-253171-l56qcbat 51 12 randomly randomly RB cord-253171-l56qcbat 51 13 selected select VBD cord-253171-l56qcbat 51 14 261 261 CD cord-253171-l56qcbat 51 15 from from IN cord-253171-l56qcbat 51 16 all all DT cord-253171-l56qcbat 51 17 771 771 CD cord-253171-l56qcbat 51 18 hospitals hospital NNS cord-253171-l56qcbat 51 19 and and CC cord-253171-l56qcbat 51 20 medical medical JJ cord-253171-l56qcbat 51 21 institutions institution NNS cord-253171-l56qcbat 51 22 , , , cord-253171-l56qcbat 51 23 and and CC cord-253171-l56qcbat 51 24 double double RB cord-253171-l56qcbat 51 25 checked check VBD cord-253171-l56qcbat 51 26 all all PDT cord-253171-l56qcbat 51 27 the the DT cord-253171-l56qcbat 51 28 medical medical JJ cord-253171-l56qcbat 51 29 records record NNS cord-253171-l56qcbat 51 30 of of IN cord-253171-l56qcbat 51 31 these these DT cord-253171-l56qcbat 51 32 selected select VBN cord-253171-l56qcbat 51 33 institutions institution NNS cord-253171-l56qcbat 51 34 . . . cord-253171-l56qcbat 52 1 No no DT cord-253171-l56qcbat 52 2 missing miss VBG cord-253171-l56qcbat 52 3 cases case NNS cord-253171-l56qcbat 52 4 or or CC cord-253171-l56qcbat 52 5 outbreaks outbreak NNS cord-253171-l56qcbat 52 6 of of IN cord-253171-l56qcbat 52 7 TB TB NNP cord-253171-l56qcbat 52 8 were be VBD cord-253171-l56qcbat 52 9 recorded record VBN cord-253171-l56qcbat 52 10 . . . cord-253171-l56qcbat 53 1 We -PRON- PRP cord-253171-l56qcbat 53 2 used use VBD cord-253171-l56qcbat 53 3 Kulldorff Kulldorff NNP cord-253171-l56qcbat 53 4 's 's POS cord-253171-l56qcbat 53 5 space space NN cord-253171-l56qcbat 53 6 - - HYPH cord-253171-l56qcbat 53 7 time time NN cord-253171-l56qcbat 53 8 scan scan JJ cord-253171-l56qcbat 53 9 statistical statistical JJ cord-253171-l56qcbat 53 10 analysis analysis NN cord-253171-l56qcbat 53 11 to to TO cord-253171-l56qcbat 53 12 detect detect VB cord-253171-l56qcbat 53 13 the the DT cord-253171-l56qcbat 53 14 temporal temporal JJ cord-253171-l56qcbat 53 15 , , , cord-253171-l56qcbat 53 16 spatial spatial JJ cord-253171-l56qcbat 53 17 , , , cord-253171-l56qcbat 53 18 and and CC cord-253171-l56qcbat 53 19 space space NN cord-253171-l56qcbat 53 20 - - HYPH cord-253171-l56qcbat 53 21 time time NN cord-253171-l56qcbat 53 22 clusters cluster NNS cord-253171-l56qcbat 53 23 of of IN cord-253171-l56qcbat 53 24 TB TB NNP cord-253171-l56qcbat 53 25 , , , cord-253171-l56qcbat 53 26 and and CC cord-253171-l56qcbat 53 27 to to TO cord-253171-l56qcbat 53 28 verify verify VB cord-253171-l56qcbat 53 29 whether whether IN cord-253171-l56qcbat 53 30 the the DT cord-253171-l56qcbat 53 31 geographic geographic JJ cord-253171-l56qcbat 53 32 clustering clustering NN cord-253171-l56qcbat 53 33 of of IN cord-253171-l56qcbat 53 34 TB TB NNP cord-253171-l56qcbat 53 35 was be VBD cord-253171-l56qcbat 53 36 caused cause VBN cord-253171-l56qcbat 53 37 by by IN cord-253171-l56qcbat 53 38 random random JJ cord-253171-l56qcbat 53 39 variation variation NN cord-253171-l56qcbat 53 40 or or CC cord-253171-l56qcbat 53 41 not not RB cord-253171-l56qcbat 53 42 [ [ -LRB- cord-253171-l56qcbat 53 43 20 20 CD cord-253171-l56qcbat 53 44 ] ] -RRB- cord-253171-l56qcbat 53 45 . . . cord-253171-l56qcbat 54 1 Since since IN cord-253171-l56qcbat 54 2 the the DT cord-253171-l56qcbat 54 3 population population NN cord-253171-l56qcbat 54 4 in in IN cord-253171-l56qcbat 54 5 several several JJ cord-253171-l56qcbat 54 6 areas area NNS cord-253171-l56qcbat 54 7 was be VBD cord-253171-l56qcbat 54 8 very very RB cord-253171-l56qcbat 54 9 small small JJ cord-253171-l56qcbat 54 10 , , , cord-253171-l56qcbat 54 11 we -PRON- PRP cord-253171-l56qcbat 54 12 used use VBD cord-253171-l56qcbat 54 13 the the DT cord-253171-l56qcbat 54 14 radius radius NN cord-253171-l56qcbat 54 15 of of IN cord-253171-l56qcbat 54 16 the the DT cord-253171-l56qcbat 54 17 population population NN cord-253171-l56qcbat 54 18 coverage coverage NN cord-253171-l56qcbat 54 19 instead instead RB cord-253171-l56qcbat 54 20 of of IN cord-253171-l56qcbat 54 21 the the DT cord-253171-l56qcbat 54 22 geographical geographical JJ cord-253171-l56qcbat 54 23 radius radius NN cord-253171-l56qcbat 54 24 . . . cord-253171-l56qcbat 55 1 The the DT cord-253171-l56qcbat 55 2 discrete discrete JJ cord-253171-l56qcbat 55 3 Poisson Poisson NNP cord-253171-l56qcbat 55 4 probability probability NN cord-253171-l56qcbat 55 5 model model NN cord-253171-l56qcbat 55 6 was be VBD cord-253171-l56qcbat 55 7 used use VBN cord-253171-l56qcbat 55 8 for for IN cord-253171-l56qcbat 55 9 scanning scanning NN cord-253171-l56qcbat 55 10 since since IN cord-253171-l56qcbat 55 11 the the DT cord-253171-l56qcbat 55 12 TB TB NNP cord-253171-l56qcbat 55 13 incidence incidence NN cord-253171-l56qcbat 55 14 was be VBD cord-253171-l56qcbat 55 15 not not RB cord-253171-l56qcbat 55 16 very very RB cord-253171-l56qcbat 55 17 high high JJ cord-253171-l56qcbat 55 18 [ [ -LRB- cord-253171-l56qcbat 55 19 18 18 CD cord-253171-l56qcbat 55 20 ] ] -RRB- cord-253171-l56qcbat 55 21 . . . cord-253171-l56qcbat 56 1 The the DT cord-253171-l56qcbat 56 2 window window NN cord-253171-l56qcbat 56 3 with with IN cord-253171-l56qcbat 56 4 the the DT cord-253171-l56qcbat 56 5 maximum maximum JJ cord-253171-l56qcbat 56 6 likelihood likelihood NN cord-253171-l56qcbat 56 7 is be VBZ cord-253171-l56qcbat 56 8 defined define VBN cord-253171-l56qcbat 56 9 as as IN cord-253171-l56qcbat 56 10 the the DT cord-253171-l56qcbat 56 11 most most RBS cord-253171-l56qcbat 56 12 likely likely JJ cord-253171-l56qcbat 56 13 cluster cluster NN cord-253171-l56qcbat 56 14 area area NN cord-253171-l56qcbat 56 15 , , , cord-253171-l56qcbat 56 16 and and CC cord-253171-l56qcbat 56 17 other other JJ cord-253171-l56qcbat 56 18 clusters cluster NNS cord-253171-l56qcbat 56 19 with with IN cord-253171-l56qcbat 56 20 statistically statistically RB cord-253171-l56qcbat 56 21 significant significant JJ cord-253171-l56qcbat 56 22 log log NN cord-253171-l56qcbat 56 23 - - HYPH cord-253171-l56qcbat 56 24 likelihood likelihood NN cord-253171-l56qcbat 56 25 ratios ratio NNS cord-253171-l56qcbat 56 26 ( ( -LRB- cord-253171-l56qcbat 56 27 LLR LLR NNP cord-253171-l56qcbat 56 28 ) ) -RRB- cord-253171-l56qcbat 56 29 were be VBD cord-253171-l56qcbat 56 30 defined define VBN cord-253171-l56qcbat 56 31 as as IN cord-253171-l56qcbat 56 32 the the DT cord-253171-l56qcbat 56 33 secondary secondary JJ cord-253171-l56qcbat 56 34 potential potential JJ cord-253171-l56qcbat 56 35 clusters cluster NNS cord-253171-l56qcbat 56 36 . . . cord-253171-l56qcbat 57 1 The the DT cord-253171-l56qcbat 57 2 Pvalues Pvalues NNP cord-253171-l56qcbat 57 3 of of IN cord-253171-l56qcbat 57 4 LLR LLR NNP cord-253171-l56qcbat 57 5 were be VBD cord-253171-l56qcbat 57 6 estimated estimate VBN cord-253171-l56qcbat 57 7 through through IN cord-253171-l56qcbat 57 8 9999 9999 CD cord-253171-l56qcbat 57 9 Monte Monte NNP cord-253171-l56qcbat 57 10 Carlo Carlo NNP cord-253171-l56qcbat 57 11 simulations simulation NNS cord-253171-l56qcbat 57 12 [ [ -LRB- cord-253171-l56qcbat 57 13 16 16 CD cord-253171-l56qcbat 57 14 , , , cord-253171-l56qcbat 57 15 18 18 CD cord-253171-l56qcbat 57 16 ] ] -RRB- cord-253171-l56qcbat 57 17 . . . cord-253171-l56qcbat 58 1 A a DT cord-253171-l56qcbat 58 2 P p NN cord-253171-l56qcbat 58 3 - - HYPH cord-253171-l56qcbat 58 4 value value NN cord-253171-l56qcbat 58 5 < < XX cord-253171-l56qcbat 58 6 0.05 0.05 CD cord-253171-l56qcbat 58 7 indicates indicate VBZ cord-253171-l56qcbat 58 8 a a DT cord-253171-l56qcbat 58 9 significantly significantly RB cord-253171-l56qcbat 58 10 high high JJ cord-253171-l56qcbat 58 11 risk risk NN cord-253171-l56qcbat 58 12 inside inside RB cord-253171-l56qcbat 58 13 of of IN cord-253171-l56qcbat 58 14 the the DT cord-253171-l56qcbat 58 15 scan scan JJ cord-253171-l56qcbat 58 16 window window NN cord-253171-l56qcbat 58 17 , , , cord-253171-l56qcbat 58 18 which which WDT cord-253171-l56qcbat 58 19 might may MD cord-253171-l56qcbat 58 20 be be VB cord-253171-l56qcbat 58 21 a a DT cord-253171-l56qcbat 58 22 potential potential JJ cord-253171-l56qcbat 58 23 cluster cluster NN cord-253171-l56qcbat 58 24 of of IN cord-253171-l56qcbat 58 25 a a DT cord-253171-l56qcbat 58 26 high high JJ cord-253171-l56qcbat 58 27 risk risk NN cord-253171-l56qcbat 58 28 of of IN cord-253171-l56qcbat 58 29 TB TB NNP cord-253171-l56qcbat 58 30 . . . cord-253171-l56qcbat 59 1 The the DT cord-253171-l56qcbat 59 2 relative relative JJ cord-253171-l56qcbat 59 3 risk risk NN cord-253171-l56qcbat 59 4 ( ( -LRB- cord-253171-l56qcbat 59 5 RR rr NN cord-253171-l56qcbat 59 6 ) ) -RRB- cord-253171-l56qcbat 59 7 of of IN cord-253171-l56qcbat 59 8 TB TB NNP cord-253171-l56qcbat 59 9 in in IN cord-253171-l56qcbat 59 10 each each DT cord-253171-l56qcbat 59 11 cluster cluster NN cord-253171-l56qcbat 59 12 was be VBD cord-253171-l56qcbat 59 13 calculated calculate VBN cord-253171-l56qcbat 59 14 to to TO cord-253171-l56qcbat 59 15 evaluate evaluate VB cord-253171-l56qcbat 59 16 the the DT cord-253171-l56qcbat 59 17 risk risk NN cord-253171-l56qcbat 59 18 of of IN cord-253171-l56qcbat 59 19 TB TB NNP cord-253171-l56qcbat 59 20 in in IN cord-253171-l56qcbat 59 21 the the DT cord-253171-l56qcbat 59 22 cluster cluster NN cord-253171-l56qcbat 59 23 areas area NNS cord-253171-l56qcbat 59 24 [ [ -LRB- cord-253171-l56qcbat 59 25 12 12 CD cord-253171-l56qcbat 59 26 , , , cord-253171-l56qcbat 59 27 21 21 CD cord-253171-l56qcbat 59 28 , , , cord-253171-l56qcbat 59 29 22 22 CD cord-253171-l56qcbat 59 30 ] ] -RRB- cord-253171-l56qcbat 59 31 . . . cord-253171-l56qcbat 60 1 The the DT cord-253171-l56qcbat 60 2 results result NNS cord-253171-l56qcbat 60 3 of of IN cord-253171-l56qcbat 60 4 spatio spatio JJ cord-253171-l56qcbat 60 5 - - HYPH cord-253171-l56qcbat 60 6 temporal temporal JJ cord-253171-l56qcbat 60 7 scan scan NN cord-253171-l56qcbat 60 8 are be VBP cord-253171-l56qcbat 60 9 sensitive sensitive JJ cord-253171-l56qcbat 60 10 to to IN cord-253171-l56qcbat 60 11 various various JJ cord-253171-l56qcbat 60 12 parameters parameter NNS cord-253171-l56qcbat 60 13 , , , cord-253171-l56qcbat 60 14 like like IN cord-253171-l56qcbat 60 15 the the DT cord-253171-l56qcbat 60 16 maximum maximum JJ cord-253171-l56qcbat 60 17 cluster cluster NN cord-253171-l56qcbat 60 18 sizes size NNS cord-253171-l56qcbat 60 19 of of IN cord-253171-l56qcbat 60 20 spatial spatial JJ cord-253171-l56qcbat 60 21 and and CC cord-253171-l56qcbat 60 22 temporal temporal JJ cord-253171-l56qcbat 60 23 . . . cord-253171-l56qcbat 61 1 Thus thus RB cord-253171-l56qcbat 61 2 , , , cord-253171-l56qcbat 61 3 the the DT cord-253171-l56qcbat 61 4 selection selection NN cord-253171-l56qcbat 61 5 of of IN cord-253171-l56qcbat 61 6 the the DT cord-253171-l56qcbat 61 7 maximum maximum JJ cord-253171-l56qcbat 61 8 radius radius NN cord-253171-l56qcbat 61 9 of of IN cord-253171-l56qcbat 61 10 the the DT cord-253171-l56qcbat 61 11 spatial spatial JJ cord-253171-l56qcbat 61 12 scanning scanning NN cord-253171-l56qcbat 61 13 window window NN cord-253171-l56qcbat 61 14 and and CC cord-253171-l56qcbat 61 15 the the DT cord-253171-l56qcbat 61 16 maximum maximum JJ cord-253171-l56qcbat 61 17 length length NN cord-253171-l56qcbat 61 18 of of IN cord-253171-l56qcbat 61 19 the the DT cord-253171-l56qcbat 61 20 temporal temporal JJ cord-253171-l56qcbat 61 21 scanning scanning NN cord-253171-l56qcbat 61 22 window window NN cord-253171-l56qcbat 61 23 were be VBD cord-253171-l56qcbat 61 24 very very RB cord-253171-l56qcbat 61 25 important important JJ cord-253171-l56qcbat 61 26 [ [ -LRB- cord-253171-l56qcbat 61 27 23 23 CD cord-253171-l56qcbat 61 28 ] ] -RRB- cord-253171-l56qcbat 61 29 . . . cord-253171-l56qcbat 62 1 In in IN cord-253171-l56qcbat 62 2 order order NN cord-253171-l56qcbat 62 3 to to TO cord-253171-l56qcbat 62 4 select select VB cord-253171-l56qcbat 62 5 optimal optimal JJ cord-253171-l56qcbat 62 6 parameters parameter NNS cord-253171-l56qcbat 62 7 , , , cord-253171-l56qcbat 62 8 we -PRON- PRP cord-253171-l56qcbat 62 9 analyzed analyze VBD cord-253171-l56qcbat 62 10 the the DT cord-253171-l56qcbat 62 11 data datum NNS cord-253171-l56qcbat 62 12 of of IN cord-253171-l56qcbat 62 13 2009 2009 CD cord-253171-l56qcbat 62 14 using use VBG cord-253171-l56qcbat 62 15 the the DT cord-253171-l56qcbat 62 16 maximum maximum JJ cord-253171-l56qcbat 62 17 spatial spatial JJ cord-253171-l56qcbat 62 18 cluster cluster NN cord-253171-l56qcbat 62 19 sizes size NNS cord-253171-l56qcbat 62 20 from from IN cord-253171-l56qcbat 62 21 4 4 CD cord-253171-l56qcbat 62 22 % % NN cord-253171-l56qcbat 62 23 to to TO cord-253171-l56qcbat 62 24 50 50 CD cord-253171-l56qcbat 62 25 % % NN cord-253171-l56qcbat 62 26 of of IN cord-253171-l56qcbat 62 27 total total JJ cord-253171-l56qcbat 62 28 population population NN cord-253171-l56qcbat 62 29 at at IN cord-253171-l56qcbat 62 30 risk risk NN cord-253171-l56qcbat 62 31 by by IN cord-253171-l56qcbat 62 32 increments increment NNS cord-253171-l56qcbat 62 33 of of IN cord-253171-l56qcbat 62 34 1 1 CD cord-253171-l56qcbat 62 35 % % NN cord-253171-l56qcbat 62 36 . . . cord-253171-l56qcbat 63 1 The the DT cord-253171-l56qcbat 63 2 radius radius NN cord-253171-l56qcbat 63 3 was be VBD cord-253171-l56qcbat 63 4 considered consider VBN cord-253171-l56qcbat 63 5 as as IN cord-253171-l56qcbat 63 6 an an DT cord-253171-l56qcbat 63 7 optimal optimal JJ cord-253171-l56qcbat 63 8 radius radius NN cord-253171-l56qcbat 63 9 for for IN cord-253171-l56qcbat 63 10 analysis analysis NN cord-253171-l56qcbat 63 11 if if IN cord-253171-l56qcbat 63 12 there there EX cord-253171-l56qcbat 63 13 were be VBD cord-253171-l56qcbat 63 14 fewer few JJR cord-253171-l56qcbat 63 15 overlaps overlap NNS cord-253171-l56qcbat 63 16 between between IN cord-253171-l56qcbat 63 17 the the DT cord-253171-l56qcbat 63 18 areas area NNS cord-253171-l56qcbat 63 19 defined define VBN cord-253171-l56qcbat 63 20 by by IN cord-253171-l56qcbat 63 21 the the DT cord-253171-l56qcbat 63 22 radius radius NN cord-253171-l56qcbat 63 23 , , , cord-253171-l56qcbat 63 24 and and CC cord-253171-l56qcbat 63 25 the the DT cord-253171-l56qcbat 63 26 biggest big JJS cord-253171-l56qcbat 63 27 area area NN cord-253171-l56qcbat 63 28 covered cover VBD cord-253171-l56qcbat 63 29 less less JJR cord-253171-l56qcbat 63 30 than than IN cord-253171-l56qcbat 63 31 seven seven CD cord-253171-l56qcbat 63 32 counties county NNS cord-253171-l56qcbat 63 33 or or CC cord-253171-l56qcbat 63 34 15 15 CD cord-253171-l56qcbat 63 35 % % NN cord-253171-l56qcbat 63 36 of of IN cord-253171-l56qcbat 63 37 all all PDT cord-253171-l56qcbat 63 38 the the DT cord-253171-l56qcbat 63 39 counties county NNS cord-253171-l56qcbat 63 40 [ [ -LRB- cord-253171-l56qcbat 63 41 24 24 CD cord-253171-l56qcbat 63 42 , , , cord-253171-l56qcbat 63 43 25 25 CD cord-253171-l56qcbat 63 44 ] ] -RRB- cord-253171-l56qcbat 63 45 . . . cord-253171-l56qcbat 64 1 Similarly similarly RB cord-253171-l56qcbat 64 2 , , , cord-253171-l56qcbat 64 3 we -PRON- PRP cord-253171-l56qcbat 64 4 found find VBD cord-253171-l56qcbat 64 5 an an DT cord-253171-l56qcbat 64 6 optimal optimal JJ cord-253171-l56qcbat 64 7 temporal temporal JJ cord-253171-l56qcbat 64 8 cluster cluster NN cord-253171-l56qcbat 64 9 size size NN cord-253171-l56qcbat 64 10 by by IN cord-253171-l56qcbat 64 11 testing test VBG cord-253171-l56qcbat 64 12 the the DT cord-253171-l56qcbat 64 13 maximum maximum JJ cord-253171-l56qcbat 64 14 temporal temporal JJ cord-253171-l56qcbat 64 15 cluster cluster NN cord-253171-l56qcbat 64 16 sizes size NNS cord-253171-l56qcbat 64 17 from from IN cord-253171-l56qcbat 64 18 10 10 CD cord-253171-l56qcbat 64 19 % % NN cord-253171-l56qcbat 64 20 to to TO cord-253171-l56qcbat 64 21 50 50 CD cord-253171-l56qcbat 64 22 % % NN cord-253171-l56qcbat 64 23 of of IN cord-253171-l56qcbat 64 24 the the DT cord-253171-l56qcbat 64 25 total total JJ cord-253171-l56qcbat 64 26 study study NN cord-253171-l56qcbat 64 27 period period NN cord-253171-l56qcbat 64 28 by by IN cord-253171-l56qcbat 64 29 increments increment NNS cord-253171-l56qcbat 64 30 of of IN cord-253171-l56qcbat 64 31 1 1 CD cord-253171-l56qcbat 64 32 % % NN cord-253171-l56qcbat 64 33 to to TO cord-253171-l56qcbat 64 34 analyze analyze VB cord-253171-l56qcbat 64 35 the the DT cord-253171-l56qcbat 64 36 data datum NNS cord-253171-l56qcbat 64 37 of of IN cord-253171-l56qcbat 64 38 the the DT cord-253171-l56qcbat 64 39 preceding precede VBG cord-253171-l56qcbat 64 40 5 5 CD cord-253171-l56qcbat 64 41 years year NNS cord-253171-l56qcbat 64 42 ( ( -LRB- cord-253171-l56qcbat 64 43 2009 2009 CD cord-253171-l56qcbat 64 44 - - SYM cord-253171-l56qcbat 64 45 2013 2013 CD cord-253171-l56qcbat 64 46 ) ) -RRB- cord-253171-l56qcbat 64 47 . . . cord-253171-l56qcbat 65 1 Based base VBN cord-253171-l56qcbat 65 2 on on IN cord-253171-l56qcbat 65 3 the the DT cord-253171-l56qcbat 65 4 the the DT cord-253171-l56qcbat 65 5 optimal optimal JJ cord-253171-l56qcbat 65 6 spatio spatio JJ cord-253171-l56qcbat 65 7 - - HYPH cord-253171-l56qcbat 65 8 temporal temporal JJ cord-253171-l56qcbat 65 9 parameters parameter NNS cord-253171-l56qcbat 65 10 , , , cord-253171-l56qcbat 65 11 retrospective retrospective JJ cord-253171-l56qcbat 65 12 space space NN cord-253171-l56qcbat 65 13 - - HYPH cord-253171-l56qcbat 65 14 time time NN cord-253171-l56qcbat 65 15 scanning scanning NN cord-253171-l56qcbat 65 16 analysis analysis NN cord-253171-l56qcbat 65 17 was be VBD cord-253171-l56qcbat 65 18 applied apply VBN cord-253171-l56qcbat 65 19 to to TO cord-253171-l56qcbat 65 20 identify identify VB cord-253171-l56qcbat 65 21 the the DT cord-253171-l56qcbat 65 22 geographic geographic JJ cord-253171-l56qcbat 65 23 areas area NNS cord-253171-l56qcbat 65 24 and and CC cord-253171-l56qcbat 65 25 time time NN cord-253171-l56qcbat 65 26 periods period NNS cord-253171-l56qcbat 65 27 of of IN cord-253171-l56qcbat 65 28 potential potential JJ cord-253171-l56qcbat 65 29 clusters cluster NNS cord-253171-l56qcbat 65 30 with with IN cord-253171-l56qcbat 65 31 significantly significantly RB cord-253171-l56qcbat 65 32 higher high JJR cord-253171-l56qcbat 65 33 TB TB NNP cord-253171-l56qcbat 65 34 incidents incident NNS cord-253171-l56qcbat 65 35 than than IN cord-253171-l56qcbat 65 36 that that DT cord-253171-l56qcbat 65 37 of of IN cord-253171-l56qcbat 65 38 nearby nearby JJ cord-253171-l56qcbat 65 39 areas area NNS cord-253171-l56qcbat 65 40 . . . cord-253171-l56qcbat 66 1 We -PRON- PRP cord-253171-l56qcbat 66 2 also also RB cord-253171-l56qcbat 66 3 used use VBD cord-253171-l56qcbat 66 4 Global Global NNP cord-253171-l56qcbat 66 5 Moran Moran NNP cord-253171-l56qcbat 66 6 's 's POS cord-253171-l56qcbat 66 7 I -PRON- PRP cord-253171-l56qcbat 66 8 spatial spatial JJ cord-253171-l56qcbat 66 9 autocorrelation autocorrelation NN cord-253171-l56qcbat 66 10 analysis analysis NN cord-253171-l56qcbat 66 11 to to TO cord-253171-l56qcbat 66 12 depict depict VB cord-253171-l56qcbat 66 13 the the DT cord-253171-l56qcbat 66 14 spatial spatial JJ cord-253171-l56qcbat 66 15 clustering clustering NN cord-253171-l56qcbat 66 16 of of IN cord-253171-l56qcbat 66 17 annual annual JJ cord-253171-l56qcbat 66 18 TB TB NNP cord-253171-l56qcbat 66 19 incidence incidence NN cord-253171-l56qcbat 66 20 at at IN cord-253171-l56qcbat 66 21 the the DT cord-253171-l56qcbat 66 22 county county NN cord-253171-l56qcbat 66 23 level level NN cord-253171-l56qcbat 66 24 . . . cord-253171-l56qcbat 67 1 The the DT cord-253171-l56qcbat 67 2 Moran Moran NNP cord-253171-l56qcbat 67 3 's 's POS cord-253171-l56qcbat 67 4 I i NN cord-253171-l56qcbat 67 5 > > XX cord-253171-l56qcbat 67 6 0 0 CD cord-253171-l56qcbat 67 7 , , , cord-253171-l56qcbat 67 8 = = SYM cord-253171-l56qcbat 67 9 0 0 CD cord-253171-l56qcbat 67 10 , , , cord-253171-l56qcbat 67 11 and and CC cord-253171-l56qcbat 67 12 < < XX cord-253171-l56qcbat 67 13 0 0 CD cord-253171-l56qcbat 67 14 indicate indicate VBP cord-253171-l56qcbat 67 15 a a DT cord-253171-l56qcbat 67 16 positive positive JJ cord-253171-l56qcbat 67 17 spatial spatial JJ cord-253171-l56qcbat 67 18 autocorrelation autocorrelation NN cord-253171-l56qcbat 67 19 , , , cord-253171-l56qcbat 67 20 random random JJ cord-253171-l56qcbat 67 21 distribution distribution NN cord-253171-l56qcbat 67 22 , , , cord-253171-l56qcbat 67 23 and and CC cord-253171-l56qcbat 67 24 negative negative JJ cord-253171-l56qcbat 67 25 spatial spatial JJ cord-253171-l56qcbat 67 26 autocorrelation autocorrelation NN cord-253171-l56qcbat 67 27 , , , cord-253171-l56qcbat 67 28 respectively respectively RB cord-253171-l56qcbat 67 29 [ [ -LRB- cord-253171-l56qcbat 67 30 12 12 CD cord-253171-l56qcbat 67 31 ] ] -RRB- cord-253171-l56qcbat 67 32 . . . cord-253171-l56qcbat 68 1 Additionally additionally RB cord-253171-l56qcbat 68 2 , , , cord-253171-l56qcbat 68 3 we -PRON- PRP cord-253171-l56qcbat 68 4 conducted conduct VBD cord-253171-l56qcbat 68 5 time time NNP cord-253171-l56qcbat 68 6 series series NNP cord-253171-l56qcbat 68 7 seasonal seasonal JJ cord-253171-l56qcbat 68 8 decomposition decomposition NN cord-253171-l56qcbat 68 9 analysis analysis NN cord-253171-l56qcbat 68 10 to to TO cord-253171-l56qcbat 68 11 identify identify VB cord-253171-l56qcbat 68 12 the the DT cord-253171-l56qcbat 68 13 seasonality seasonality NN cord-253171-l56qcbat 68 14 of of IN cord-253171-l56qcbat 68 15 TB TB NNP cord-253171-l56qcbat 68 16 incidence incidence NN cord-253171-l56qcbat 68 17 in in IN cord-253171-l56qcbat 68 18 Qinghai Qinghai NNP cord-253171-l56qcbat 68 19 province province NN cord-253171-l56qcbat 68 20 [ [ -LRB- cord-253171-l56qcbat 68 21 26 26 CD cord-253171-l56qcbat 68 22 ] ] -RRB- cord-253171-l56qcbat 68 23 [ [ -LRB- cord-253171-l56qcbat 68 24 27 27 CD cord-253171-l56qcbat 68 25 ] ] -RRB- cord-253171-l56qcbat 68 26 [ [ -LRB- cord-253171-l56qcbat 68 27 28 28 CD cord-253171-l56qcbat 68 28 ] ] -RRB- cord-253171-l56qcbat 68 29 . . . cord-253171-l56qcbat 69 1 The the DT cord-253171-l56qcbat 69 2 seasonal seasonal JJ cord-253171-l56qcbat 69 3 index index NN cord-253171-l56qcbat 69 4 was be VBD cord-253171-l56qcbat 69 5 also also RB cord-253171-l56qcbat 69 6 calculated calculate VBN cord-253171-l56qcbat 69 7 to to TO cord-253171-l56qcbat 69 8 examine examine VB cord-253171-l56qcbat 69 9 the the DT cord-253171-l56qcbat 69 10 seasonal seasonal JJ cord-253171-l56qcbat 69 11 pattern pattern NN cord-253171-l56qcbat 69 12 of of IN cord-253171-l56qcbat 69 13 TB TB NNP cord-253171-l56qcbat 69 14 . . . cord-253171-l56qcbat 70 1 The the DT cord-253171-l56qcbat 70 2 index index NN cord-253171-l56qcbat 70 3 was be VBD cord-253171-l56qcbat 70 4 calculated calculate VBN cord-253171-l56qcbat 70 5 as as IN cord-253171-l56qcbat 70 6 the the DT cord-253171-l56qcbat 70 7 ratio ratio NN cord-253171-l56qcbat 70 8 of of IN cord-253171-l56qcbat 70 9 the the DT cord-253171-l56qcbat 70 10 average average JJ cord-253171-l56qcbat 70 11 number number NN cord-253171-l56qcbat 70 12 of of IN cord-253171-l56qcbat 70 13 cases case NNS cord-253171-l56qcbat 70 14 for for IN cord-253171-l56qcbat 70 15 a a DT cord-253171-l56qcbat 70 16 given give VBN cord-253171-l56qcbat 70 17 month month NN cord-253171-l56qcbat 70 18 to to IN cord-253171-l56qcbat 70 19 the the DT cord-253171-l56qcbat 70 20 average average JJ cord-253171-l56qcbat 70 21 monthly monthly JJ cord-253171-l56qcbat 70 22 incidents incident NNS cord-253171-l56qcbat 70 23 of of IN cord-253171-l56qcbat 70 24 8 8 CD cord-253171-l56qcbat 70 25 * * SYM cord-253171-l56qcbat 70 26 12 12 CD cord-253171-l56qcbat 70 27 months month NNS cord-253171-l56qcbat 70 28 ( ( -LRB- cord-253171-l56qcbat 70 29 2009 2009 CD cord-253171-l56qcbat 70 30 - - SYM cord-253171-l56qcbat 70 31 2016 2016 CD cord-253171-l56qcbat 70 32 ) ) -RRB- cord-253171-l56qcbat 70 33 . . . cord-253171-l56qcbat 71 1 An an DT cord-253171-l56qcbat 71 2 index index NN cord-253171-l56qcbat 71 3 value value NN cord-253171-l56qcbat 71 4 close close RB cord-253171-l56qcbat 71 5 to to IN cord-253171-l56qcbat 71 6 1.0 1.0 CD cord-253171-l56qcbat 71 7 indicates indicate VBZ cord-253171-l56qcbat 71 8 no no DT cord-253171-l56qcbat 71 9 seasonal seasonal JJ cord-253171-l56qcbat 71 10 trend trend NN cord-253171-l56qcbat 71 11 [ [ -LRB- cord-253171-l56qcbat 71 12 29 29 CD cord-253171-l56qcbat 71 13 ] ] -RRB- cord-253171-l56qcbat 71 14 . . . cord-253171-l56qcbat 72 1 The the DT cord-253171-l56qcbat 72 2 SaTScan satscan JJ cord-253171-l56qcbat 72 3 ™ ™ NN cord-253171-l56qcbat 72 4 software software NN cord-253171-l56qcbat 72 5 ( ( -LRB- cord-253171-l56qcbat 72 6 v v NNP cord-253171-l56qcbat 72 7 9.4.1 9.4.1 CD cord-253171-l56qcbat 72 8 , , , cord-253171-l56qcbat 72 9 Kulldorff Kulldorff NNP cord-253171-l56qcbat 72 10 and and CC cord-253171-l56qcbat 72 11 Information Information NNP cord-253171-l56qcbat 72 12 Management Management NNP cord-253171-l56qcbat 72 13 Services Services NNP cord-253171-l56qcbat 72 14 , , , cord-253171-l56qcbat 72 15 Inc. Inc. NNP cord-253171-l56qcbat 72 16 ) ) -RRB- cord-253171-l56qcbat 72 17 was be VBD cord-253171-l56qcbat 72 18 used use VBN cord-253171-l56qcbat 72 19 for for IN cord-253171-l56qcbat 72 20 spatial spatial JJ cord-253171-l56qcbat 72 21 , , , cord-253171-l56qcbat 72 22 temporal temporal JJ cord-253171-l56qcbat 72 23 , , , cord-253171-l56qcbat 72 24 and and CC cord-253171-l56qcbat 72 25 spatio spatio JJ cord-253171-l56qcbat 72 26 - - HYPH cord-253171-l56qcbat 72 27 temporal temporal JJ cord-253171-l56qcbat 72 28 analyses analysis NNS cord-253171-l56qcbat 72 29 . . . cord-253171-l56qcbat 73 1 Then then RB cord-253171-l56qcbat 73 2 , , , cord-253171-l56qcbat 73 3 we -PRON- PRP cord-253171-l56qcbat 73 4 used use VBD cord-253171-l56qcbat 73 5 ArcGIS ArcGIS NNP cord-253171-l56qcbat 73 6 ( ( -LRB- cord-253171-l56qcbat 73 7 v10.2.2 v10.2.2 NNP cord-253171-l56qcbat 73 8 , , , cord-253171-l56qcbat 73 9 ESRI ESRI NNP cord-253171-l56qcbat 73 10 Inc. Inc. NNP cord-253171-l56qcbat 73 11 , , , cord-253171-l56qcbat 73 12 Redlands Redlands NNP cord-253171-l56qcbat 73 13 , , , cord-253171-l56qcbat 73 14 CA CA NNP cord-253171-l56qcbat 73 15 , , , cord-253171-l56qcbat 73 16 USA USA NNP cord-253171-l56qcbat 73 17 ) ) -RRB- cord-253171-l56qcbat 73 18 to to TO cord-253171-l56qcbat 73 19 visualize visualize VB cord-253171-l56qcbat 73 20 the the DT cord-253171-l56qcbat 73 21 relative relative JJ cord-253171-l56qcbat 73 22 risk risk NN cord-253171-l56qcbat 73 23 of of IN cord-253171-l56qcbat 73 24 TB TB NNP cord-253171-l56qcbat 73 25 in in IN cord-253171-l56qcbat 73 26 high high JJ cord-253171-l56qcbat 73 27 - - HYPH cord-253171-l56qcbat 73 28 risk risk NN cord-253171-l56qcbat 73 29 cluster cluster NN cord-253171-l56qcbat 73 30 areas area NNS cord-253171-l56qcbat 73 31 . . . cord-253171-l56qcbat 74 1 Open open JJ cord-253171-l56qcbat 74 2 GeoDa GeoDa NNP cord-253171-l56qcbat 74 3 software software NN cord-253171-l56qcbat 74 4 ( ( -LRB- cord-253171-l56qcbat 74 5 Arizona Arizona NNP cord-253171-l56qcbat 74 6 State State NNP cord-253171-l56qcbat 74 7 University University NNP cord-253171-l56qcbat 74 8 , , , cord-253171-l56qcbat 74 9 AZ AZ NNP cord-253171-l56qcbat 74 10 , , , cord-253171-l56qcbat 74 11 USA USA NNP cord-253171-l56qcbat 74 12 ) ) -RRB- cord-253171-l56qcbat 74 13 was be VBD cord-253171-l56qcbat 74 14 used use VBN cord-253171-l56qcbat 74 15 for for IN cord-253171-l56qcbat 74 16 Global Global NNP cord-253171-l56qcbat 74 17 Moran Moran NNP cord-253171-l56qcbat 74 18 's 's POS cord-253171-l56qcbat 74 19 I -PRON- PRP cord-253171-l56qcbat 74 20 spatial spatial JJ cord-253171-l56qcbat 74 21 autocorrelation autocorrelation NN cord-253171-l56qcbat 74 22 analysis analysis NN cord-253171-l56qcbat 74 23 . . . cord-253171-l56qcbat 75 1 P p NN cord-253171-l56qcbat 75 2 < < XX cord-253171-l56qcbat 75 3 0.05 0.05 CD cord-253171-l56qcbat 75 4 indicates indicate VBZ cord-253171-l56qcbat 75 5 a a DT cord-253171-l56qcbat 75 6 statistical statistical JJ cord-253171-l56qcbat 75 7 significance significance NN cord-253171-l56qcbat 75 8 . . . cord-253171-l56qcbat 75 9 _SP cord-253171-l56qcbat 76 1 We -PRON- PRP cord-253171-l56qcbat 76 2 conducted conduct VBD cord-253171-l56qcbat 76 3 temporal temporal JJ cord-253171-l56qcbat 76 4 scanning scanning NN cord-253171-l56qcbat 76 5 by by IN cord-253171-l56qcbat 76 6 using use VBG cord-253171-l56qcbat 76 7 the the DT cord-253171-l56qcbat 76 8 time time NN cord-253171-l56qcbat 76 9 window window NN cord-253171-l56qcbat 76 10 with with IN cord-253171-l56qcbat 76 11 the the DT cord-253171-l56qcbat 76 12 length length NN cord-253171-l56qcbat 76 13 that that WDT cord-253171-l56qcbat 76 14 covers cover VBZ cord-253171-l56qcbat 76 15 10 10 CD cord-253171-l56qcbat 76 16 - - SYM cord-253171-l56qcbat 76 17 50 50 CD cord-253171-l56qcbat 76 18 % % NN cord-253171-l56qcbat 76 19 of of IN cord-253171-l56qcbat 76 20 the the DT cord-253171-l56qcbat 76 21 total total JJ cord-253171-l56qcbat 76 22 study study NN cord-253171-l56qcbat 76 23 period period NN cord-253171-l56qcbat 76 24 , , , cord-253171-l56qcbat 76 25 by by IN cord-253171-l56qcbat 76 26 increments increment NNS cord-253171-l56qcbat 76 27 of of IN cord-253171-l56qcbat 76 28 1 1 CD cord-253171-l56qcbat 76 29 % % NN cord-253171-l56qcbat 76 30 . . . cord-253171-l56qcbat 77 1 The the DT cord-253171-l56qcbat 77 2 scanning scanning NN cord-253171-l56qcbat 77 3 results result NNS cord-253171-l56qcbat 77 4 indicated indicate VBD cord-253171-l56qcbat 77 5 that that IN cord-253171-l56qcbat 77 6 the the DT cord-253171-l56qcbat 77 7 high high JJ cord-253171-l56qcbat 77 8 - - HYPH cord-253171-l56qcbat 77 9 risk risk NN cord-253171-l56qcbat 77 10 cluster cluster NN cord-253171-l56qcbat 77 11 of of IN cord-253171-l56qcbat 77 12 TB TB NNP cord-253171-l56qcbat 77 13 was be VBD cord-253171-l56qcbat 77 14 predominantly predominantly RB cord-253171-l56qcbat 77 15 concentrated concentrate VBN cord-253171-l56qcbat 77 16 in in IN cord-253171-l56qcbat 77 17 the the DT cord-253171-l56qcbat 77 18 time time NN cord-253171-l56qcbat 77 19 period period NN cord-253171-l56qcbat 77 20 between between IN cord-253171-l56qcbat 77 21 January January NNP cord-253171-l56qcbat 77 22 2012 2012 CD cord-253171-l56qcbat 77 23 and and CC cord-253171-l56qcbat 77 24 May May NNP cord-253171-l56qcbat 77 25 2013 2013 CD cord-253171-l56qcbat 78 1 ( ( -LRB- cord-253171-l56qcbat 78 2 Additional additional JJ cord-253171-l56qcbat 78 3 file file NN cord-253171-l56qcbat 78 4 1 1 CD cord-253171-l56qcbat 78 5 : : : cord-253171-l56qcbat 78 6 Table Table NNP cord-253171-l56qcbat 78 7 S1 S1 NNP cord-253171-l56qcbat 78 8 ) ) -RRB- cord-253171-l56qcbat 78 9 . . . cord-253171-l56qcbat 79 1 Therefore therefore RB cord-253171-l56qcbat 79 2 , , , cord-253171-l56qcbat 79 3 the the DT cord-253171-l56qcbat 79 4 maximum maximum JJ cord-253171-l56qcbat 79 5 temporal temporal JJ cord-253171-l56qcbat 79 6 cluster cluster NN cord-253171-l56qcbat 79 7 size size NN cord-253171-l56qcbat 79 8 was be VBD cord-253171-l56qcbat 79 9 set set VBN cord-253171-l56qcbat 79 10 as as IN cord-253171-l56qcbat 79 11 30 30 CD cord-253171-l56qcbat 79 12 % % NN cord-253171-l56qcbat 79 13 in in IN cord-253171-l56qcbat 79 14 this this DT cord-253171-l56qcbat 79 15 study study NN cord-253171-l56qcbat 79 16 . . . cord-253171-l56qcbat 80 1 For for IN cord-253171-l56qcbat 80 2 each each DT cord-253171-l56qcbat 80 3 year year NN cord-253171-l56qcbat 80 4 , , , cord-253171-l56qcbat 80 5 the the DT cord-253171-l56qcbat 80 6 maximum maximum JJ cord-253171-l56qcbat 80 7 scan scan JJ cord-253171-l56qcbat 80 8 time time NN cord-253171-l56qcbat 80 9 length length NN cord-253171-l56qcbat 80 10 was be VBD cord-253171-l56qcbat 80 11 3 3 CD cord-253171-l56qcbat 80 12 months month NNS cord-253171-l56qcbat 80 13 . . . cord-253171-l56qcbat 81 1 Determination determination NN cord-253171-l56qcbat 81 2 of of IN cord-253171-l56qcbat 81 3 the the DT cord-253171-l56qcbat 81 4 optimal optimal JJ cord-253171-l56qcbat 81 5 space space NN cord-253171-l56qcbat 81 6 window window NN cord-253171-l56qcbat 81 7 for for IN cord-253171-l56qcbat 81 8 spatial spatial JJ cord-253171-l56qcbat 81 9 scanning scanning NN cord-253171-l56qcbat 82 1 In in IN cord-253171-l56qcbat 82 2 order order NN cord-253171-l56qcbat 82 3 to to TO cord-253171-l56qcbat 82 4 detect detect VB cord-253171-l56qcbat 82 5 an an DT cord-253171-l56qcbat 82 6 appropriate appropriate JJ cord-253171-l56qcbat 82 7 space space NN cord-253171-l56qcbat 82 8 window window NN cord-253171-l56qcbat 82 9 for for IN cord-253171-l56qcbat 82 10 the the DT cord-253171-l56qcbat 82 11 spatial spatial JJ cord-253171-l56qcbat 82 12 scan scan NN cord-253171-l56qcbat 82 13 , , , cord-253171-l56qcbat 82 14 we -PRON- PRP cord-253171-l56qcbat 82 15 conducted conduct VBD cord-253171-l56qcbat 82 16 several several JJ cord-253171-l56qcbat 82 17 times time NNS cord-253171-l56qcbat 82 18 of of IN cord-253171-l56qcbat 82 19 spatial spatial JJ cord-253171-l56qcbat 82 20 scanning scanning NN cord-253171-l56qcbat 82 21 using use VBG cord-253171-l56qcbat 82 22 different different JJ cord-253171-l56qcbat 82 23 maximum maximum JJ cord-253171-l56qcbat 82 24 circular circular JJ cord-253171-l56qcbat 82 25 spatial spatial JJ cord-253171-l56qcbat 82 26 windows window NNS cord-253171-l56qcbat 82 27 . . . cord-253171-l56qcbat 83 1 We -PRON- PRP cord-253171-l56qcbat 83 2 started start VBD cord-253171-l56qcbat 83 3 from from IN cord-253171-l56qcbat 83 4 the the DT cord-253171-l56qcbat 83 5 radius radius NN cord-253171-l56qcbat 83 6 covering cover VBG cord-253171-l56qcbat 83 7 from from IN cord-253171-l56qcbat 83 8 4 4 CD cord-253171-l56qcbat 83 9 % % NN cord-253171-l56qcbat 83 10 to to TO cord-253171-l56qcbat 83 11 50 50 CD cord-253171-l56qcbat 83 12 % % NN cord-253171-l56qcbat 83 13 of of IN cord-253171-l56qcbat 83 14 the the DT cord-253171-l56qcbat 83 15 population population NN cord-253171-l56qcbat 83 16 , , , cord-253171-l56qcbat 83 17 increasing increase VBG cord-253171-l56qcbat 83 18 by by IN cord-253171-l56qcbat 83 19 1 1 CD cord-253171-l56qcbat 83 20 % % NN cord-253171-l56qcbat 83 21 each each DT cord-253171-l56qcbat 83 22 time time NN cord-253171-l56qcbat 83 23 . . . cord-253171-l56qcbat 84 1 The the DT cord-253171-l56qcbat 84 2 results result NNS cord-253171-l56qcbat 84 3 are be VBP cord-253171-l56qcbat 84 4 shown show VBN cord-253171-l56qcbat 84 5 in in IN cord-253171-l56qcbat 84 6 Additional additional JJ cord-253171-l56qcbat 84 7 file file NN cord-253171-l56qcbat 84 8 1 1 CD cord-253171-l56qcbat 84 9 : : : cord-253171-l56qcbat 85 1 Fig Fig NNP cord-253171-l56qcbat 85 2 . . . cord-253171-l56qcbat 85 3 S1 s1 NN cord-253171-l56qcbat 85 4 . . . cord-253171-l56qcbat 86 1 When when WRB cord-253171-l56qcbat 86 2 the the DT cord-253171-l56qcbat 86 3 maximum maximum JJ cord-253171-l56qcbat 86 4 spatial spatial JJ cord-253171-l56qcbat 86 5 scan scan JJ cord-253171-l56qcbat 86 6 size size NN cord-253171-l56qcbat 86 7 was be VBD cord-253171-l56qcbat 86 8 set set VBN cord-253171-l56qcbat 86 9 to to IN cord-253171-l56qcbat 86 10 8 8 CD cord-253171-l56qcbat 86 11 - - SYM cord-253171-l56qcbat 86 12 50 50 CD cord-253171-l56qcbat 86 13 % % NN cord-253171-l56qcbat 86 14 , , , cord-253171-l56qcbat 86 15 the the DT cord-253171-l56qcbat 86 16 high high JJ cord-253171-l56qcbat 86 17 - - HYPH cord-253171-l56qcbat 86 18 risk risk NN cord-253171-l56qcbat 86 19 clustering clustering NN cord-253171-l56qcbat 86 20 areas area NNS cord-253171-l56qcbat 86 21 overlapped overlap VBN cord-253171-l56qcbat 86 22 , , , cord-253171-l56qcbat 86 23 and and CC cord-253171-l56qcbat 86 24 the the DT cord-253171-l56qcbat 86 25 most most RBS cord-253171-l56qcbat 86 26 likely likely JJ cord-253171-l56qcbat 86 27 cluster cluster NN cord-253171-l56qcbat 86 28 covered cover VBD cord-253171-l56qcbat 86 29 more more JJR cord-253171-l56qcbat 86 30 than than IN cord-253171-l56qcbat 86 31 15 15 CD cord-253171-l56qcbat 86 32 % % NN cord-253171-l56qcbat 86 33 of of IN cord-253171-l56qcbat 86 34 all all PDT cord-253171-l56qcbat 86 35 the the DT cord-253171-l56qcbat 86 36 counties county NNS cord-253171-l56qcbat 86 37 . . . cord-253171-l56qcbat 87 1 While while IN cord-253171-l56qcbat 87 2 for for IN cord-253171-l56qcbat 87 3 the the DT cord-253171-l56qcbat 87 4 sizes size NNS cord-253171-l56qcbat 87 5 of of IN cord-253171-l56qcbat 87 6 4 4 CD cord-253171-l56qcbat 87 7 - - SYM cord-253171-l56qcbat 87 8 7 7 CD cord-253171-l56qcbat 87 9 % % NN cord-253171-l56qcbat 87 10 , , , cord-253171-l56qcbat 87 11 selfsame selfsame JJ cord-253171-l56qcbat 87 12 area area NN cord-253171-l56qcbat 87 13 was be VBD cord-253171-l56qcbat 87 14 detected detect VBN cord-253171-l56qcbat 87 15 as as IN cord-253171-l56qcbat 87 16 the the DT cord-253171-l56qcbat 87 17 most most RBS cord-253171-l56qcbat 87 18 likely likely JJ cord-253171-l56qcbat 87 19 cluster cluster NN cord-253171-l56qcbat 87 20 area area NN cord-253171-l56qcbat 87 21 , , , cord-253171-l56qcbat 87 22 but but CC cord-253171-l56qcbat 87 23 the the DT cord-253171-l56qcbat 87 24 secondary secondary JJ cord-253171-l56qcbat 87 25 clusters cluster NNS cord-253171-l56qcbat 87 26 were be VBD cord-253171-l56qcbat 87 27 slightly slightly RB cord-253171-l56qcbat 87 28 different different JJ cord-253171-l56qcbat 87 29 . . . cord-253171-l56qcbat 88 1 The the DT cord-253171-l56qcbat 88 2 cluster cluster NN cord-253171-l56qcbat 88 3 areas area NNS cord-253171-l56qcbat 88 4 identified identify VBN cord-253171-l56qcbat 88 5 using use VBG cord-253171-l56qcbat 88 6 the the DT cord-253171-l56qcbat 88 7 windows window NNS cord-253171-l56qcbat 88 8 of of IN cord-253171-l56qcbat 88 9 6 6 CD cord-253171-l56qcbat 88 10 - - SYM cord-253171-l56qcbat 88 11 7 7 CD cord-253171-l56qcbat 88 12 % % NN cord-253171-l56qcbat 88 13 covered cover VBD cord-253171-l56qcbat 88 14 the the DT cord-253171-l56qcbat 88 15 largest large JJS cord-253171-l56qcbat 88 16 high high JJ cord-253171-l56qcbat 88 17 - - HYPH cord-253171-l56qcbat 88 18 incidence incidence NN cord-253171-l56qcbat 88 19 areas area NNS cord-253171-l56qcbat 88 20 . . . cord-253171-l56qcbat 89 1 According accord VBG cord-253171-l56qcbat 89 2 to to IN cord-253171-l56qcbat 89 3 the the DT cord-253171-l56qcbat 89 4 Venn Venn NNP cord-253171-l56qcbat 89 5 diagram diagram NN cord-253171-l56qcbat 89 6 ( ( -LRB- cord-253171-l56qcbat 89 7 Fig Fig NNP cord-253171-l56qcbat 89 8 . . NNP cord-253171-l56qcbat 89 9 2 2 CD cord-253171-l56qcbat 89 10 ) ) -RRB- cord-253171-l56qcbat 89 11 , , , cord-253171-l56qcbat 89 12 we -PRON- PRP cord-253171-l56qcbat 89 13 finally finally RB cord-253171-l56qcbat 89 14 set set VBD cord-253171-l56qcbat 89 15 7 7 CD cord-253171-l56qcbat 89 16 % % NN cord-253171-l56qcbat 89 17 as as IN cord-253171-l56qcbat 89 18 the the DT cord-253171-l56qcbat 89 19 maximum maximum JJ cord-253171-l56qcbat 89 20 circular circular JJ cord-253171-l56qcbat 89 21 spatial spatial JJ cord-253171-l56qcbat 89 22 window window NN cord-253171-l56qcbat 89 23 for for IN cord-253171-l56qcbat 89 24 spatial spatial JJ cord-253171-l56qcbat 89 25 scanning scanning NN cord-253171-l56qcbat 89 26 , , , cord-253171-l56qcbat 89 27 covering cover VBG cord-253171-l56qcbat 89 28 a a DT cord-253171-l56qcbat 89 29 population population NN cord-253171-l56qcbat 89 30 of of IN cord-253171-l56qcbat 89 31 0.392 0.392 CD cord-253171-l56qcbat 89 32 million million CD cord-253171-l56qcbat 89 33 . . . cord-253171-l56qcbat 90 1 Two two CD cord-253171-l56qcbat 90 2 counties county NNS cord-253171-l56qcbat 90 3 , , , cord-253171-l56qcbat 90 4 Huangzhong Huangzhong NNP cord-253171-l56qcbat 90 5 and and CC cord-253171-l56qcbat 90 6 Datong Datong NNP cord-253171-l56qcbat 90 7 , , , cord-253171-l56qcbat 90 8 were be VBD cord-253171-l56qcbat 90 9 not not RB cord-253171-l56qcbat 90 10 included include VBN cord-253171-l56qcbat 90 11 in in IN cord-253171-l56qcbat 90 12 the the DT cord-253171-l56qcbat 90 13 scanning scanning NN cord-253171-l56qcbat 90 14 window window NN cord-253171-l56qcbat 90 15 . . . cord-253171-l56qcbat 91 1 The the DT cord-253171-l56qcbat 91 2 incidence incidence NN cord-253171-l56qcbat 91 3 rates rate NNS cord-253171-l56qcbat 91 4 of of IN cord-253171-l56qcbat 91 5 TB TB NNP cord-253171-l56qcbat 91 6 in in IN cord-253171-l56qcbat 91 7 these these DT cord-253171-l56qcbat 91 8 two two CD cord-253171-l56qcbat 91 9 counties county NNS cord-253171-l56qcbat 91 10 were be VBD cord-253171-l56qcbat 91 11 relatively relatively RB cord-253171-l56qcbat 91 12 low low JJ cord-253171-l56qcbat 91 13 . . . cord-253171-l56qcbat 92 1 Therefore therefore RB cord-253171-l56qcbat 92 2 , , , cord-253171-l56qcbat 92 3 the the DT cord-253171-l56qcbat 92 4 exclusion exclusion NN cord-253171-l56qcbat 92 5 would would MD cord-253171-l56qcbat 92 6 not not RB cord-253171-l56qcbat 92 7 be be VB cord-253171-l56qcbat 92 8 influential influential JJ cord-253171-l56qcbat 92 9 . . . cord-253171-l56qcbat 93 1 The the DT cord-253171-l56qcbat 93 2 time time NN cord-253171-l56qcbat 93 3 series series NN cord-253171-l56qcbat 93 4 seasonal seasonal JJ cord-253171-l56qcbat 93 5 decomposition decomposition NN cord-253171-l56qcbat 93 6 analysis analysis NN cord-253171-l56qcbat 93 7 of of IN cord-253171-l56qcbat 93 8 TB TB NNP cord-253171-l56qcbat 93 9 incidents incident NNS cord-253171-l56qcbat 93 10 showed show VBD cord-253171-l56qcbat 93 11 a a DT cord-253171-l56qcbat 93 12 significant significant JJ cord-253171-l56qcbat 93 13 seasonal seasonal JJ cord-253171-l56qcbat 93 14 periodicity periodicity NN cord-253171-l56qcbat 93 15 , , , cord-253171-l56qcbat 93 16 but but CC cord-253171-l56qcbat 93 17 the the DT cord-253171-l56qcbat 93 18 seasonal seasonal JJ cord-253171-l56qcbat 93 19 trend trend NN cord-253171-l56qcbat 93 20 was be VBD cord-253171-l56qcbat 93 21 not not RB cord-253171-l56qcbat 93 22 obvious obvious JJ cord-253171-l56qcbat 93 23 between between IN cord-253171-l56qcbat 93 24 2014 2014 CD cord-253171-l56qcbat 93 25 and and CC cord-253171-l56qcbat 93 26 2015 2015 CD cord-253171-l56qcbat 94 1 ( ( -LRB- cord-253171-l56qcbat 94 2 Fig Fig NNP cord-253171-l56qcbat 94 3 . . . cord-253171-l56qcbat 94 4 3a 3a NNP cord-253171-l56qcbat 94 5 and and CC cord-253171-l56qcbat 94 6 b b NNP cord-253171-l56qcbat 94 7 ) ) -RRB- cord-253171-l56qcbat 94 8 . . . cord-253171-l56qcbat 95 1 This this DT cord-253171-l56qcbat 95 2 was be VBD cord-253171-l56qcbat 95 3 consistent consistent JJ cord-253171-l56qcbat 95 4 with with IN cord-253171-l56qcbat 95 5 the the DT cord-253171-l56qcbat 95 6 result result NN cord-253171-l56qcbat 95 7 of of IN cord-253171-l56qcbat 95 8 the the DT cord-253171-l56qcbat 95 9 seasonal seasonal JJ cord-253171-l56qcbat 95 10 index index NN cord-253171-l56qcbat 95 11 ( ( -LRB- cord-253171-l56qcbat 95 12 Fig Fig NNP cord-253171-l56qcbat 95 13 . . . cord-253171-l56qcbat 95 14 3e 3e NNP cord-253171-l56qcbat 95 15 ) ) -RRB- cord-253171-l56qcbat 95 16 . . . cord-253171-l56qcbat 96 1 The the DT cord-253171-l56qcbat 96 2 maximum maximum JJ cord-253171-l56qcbat 96 3 seasonal seasonal JJ cord-253171-l56qcbat 96 4 index index NN cord-253171-l56qcbat 96 5 value value NN cord-253171-l56qcbat 96 6 was be VBD cord-253171-l56qcbat 96 7 1.23 1.23 CD cord-253171-l56qcbat 96 8 in in IN cord-253171-l56qcbat 96 9 March March NNP cord-253171-l56qcbat 96 10 , , , cord-253171-l56qcbat 96 11 and and CC cord-253171-l56qcbat 96 12 the the DT cord-253171-l56qcbat 96 13 value value NN cord-253171-l56qcbat 96 14 appeared appear VBD cord-253171-l56qcbat 96 15 to to TO cord-253171-l56qcbat 96 16 be be VB cord-253171-l56qcbat 96 17 less less JJR cord-253171-l56qcbat 96 18 than than IN cord-253171-l56qcbat 96 19 1.0 1.0 CD cord-253171-l56qcbat 96 20 after after IN cord-253171-l56qcbat 96 21 July July NNP cord-253171-l56qcbat 96 22 . . . cord-253171-l56qcbat 97 1 There there EX cord-253171-l56qcbat 97 2 was be VBD cord-253171-l56qcbat 97 3 a a DT cord-253171-l56qcbat 97 4 slowly slowly RB cord-253171-l56qcbat 97 5 increase increase NN cord-253171-l56qcbat 97 6 trend trend NN cord-253171-l56qcbat 97 7 for for IN cord-253171-l56qcbat 97 8 TB TB NNP cord-253171-l56qcbat 97 9 incidents incident NNS cord-253171-l56qcbat 97 10 from from IN cord-253171-l56qcbat 97 11 2009 2009 CD cord-253171-l56qcbat 97 12 to to IN cord-253171-l56qcbat 97 13 2016 2016 CD cord-253171-l56qcbat 98 1 ( ( -LRB- cord-253171-l56qcbat 98 2 Fig Fig NNP cord-253171-l56qcbat 98 3 . . . cord-253171-l56qcbat 98 4 3c 3c NNP cord-253171-l56qcbat 98 5 ) ) -RRB- cord-253171-l56qcbat 98 6 . . . cord-253171-l56qcbat 99 1 The the DT cord-253171-l56qcbat 99 2 temporal temporal JJ cord-253171-l56qcbat 99 3 cluster cluster NN cord-253171-l56qcbat 99 4 analysis analysis NN cord-253171-l56qcbat 99 5 also also RB cord-253171-l56qcbat 99 6 showed show VBD cord-253171-l56qcbat 99 7 that that IN cord-253171-l56qcbat 99 8 TB TB NNP cord-253171-l56qcbat 99 9 incidents incident NNS cord-253171-l56qcbat 99 10 were be VBD cord-253171-l56qcbat 99 11 mainly mainly RB cord-253171-l56qcbat 99 12 concentrated concentrate VBN cord-253171-l56qcbat 99 13 in in IN cord-253171-l56qcbat 99 14 the the DT cord-253171-l56qcbat 99 15 spring spring NN cord-253171-l56qcbat 99 16 and and CC cord-253171-l56qcbat 99 17 early early JJ cord-253171-l56qcbat 99 18 summer summer NN cord-253171-l56qcbat 99 19 , , , cord-253171-l56qcbat 99 20 annually annually RB cord-253171-l56qcbat 99 21 , , , cord-253171-l56qcbat 99 22 ranged range VBD cord-253171-l56qcbat 99 23 from from IN cord-253171-l56qcbat 99 24 January January NNP cord-253171-l56qcbat 99 25 to to IN cord-253171-l56qcbat 99 26 May. May NNP cord-253171-l56qcbat 100 1 The the DT cord-253171-l56qcbat 100 2 high high JJ cord-253171-l56qcbat 100 3 aggregated aggregated JJ cord-253171-l56qcbat 100 4 period period NN cord-253171-l56qcbat 100 5 for for IN cord-253171-l56qcbat 100 6 TB TB NNP cord-253171-l56qcbat 100 7 was be VBD cord-253171-l56qcbat 100 8 observed observe VBN cord-253171-l56qcbat 100 9 in in IN cord-253171-l56qcbat 100 10 all all DT cord-253171-l56qcbat 100 11 districts district NNS cord-253171-l56qcbat 100 12 from from IN cord-253171-l56qcbat 100 13 January January NNP cord-253171-l56qcbat 100 14 2015 2015 CD cord-253171-l56qcbat 100 15 to to IN cord-253171-l56qcbat 100 16 August August NNP cord-253171-l56qcbat 100 17 2016 2016 CD cord-253171-l56qcbat 101 1 ( ( -LRB- cord-253171-l56qcbat 101 2 LLR LLR NNP cord-253171-l56qcbat 101 3 = = SYM cord-253171-l56qcbat 101 4 353.28 353.28 CD cord-253171-l56qcbat 101 5 , , , cord-253171-l56qcbat 101 6 P p NN cord-253171-l56qcbat 101 7 < < XX cord-253171-l56qcbat 101 8 0.05 0.05 CD cord-253171-l56qcbat 101 9 ) ) -RRB- cord-253171-l56qcbat 101 10 . . . cord-253171-l56qcbat 102 1 During during IN cord-253171-l56qcbat 102 2 this this DT cord-253171-l56qcbat 102 3 period period NN cord-253171-l56qcbat 102 4 , , , cord-253171-l56qcbat 102 5 a a DT cord-253171-l56qcbat 102 6 total total NN cord-253171-l56qcbat 102 7 of of IN cord-253171-l56qcbat 102 8 12,746 12,746 CD cord-253171-l56qcbat 102 9 TB TB NNP cord-253171-l56qcbat 102 10 cases case NNS cord-253171-l56qcbat 102 11 were be VBD cord-253171-l56qcbat 102 12 reported report VBN cord-253171-l56qcbat 102 13 , , , cord-253171-l56qcbat 102 14 and and CC cord-253171-l56qcbat 102 15 the the DT cord-253171-l56qcbat 102 16 risk risk NN cord-253171-l56qcbat 102 17 of of IN cord-253171-l56qcbat 102 18 TB TB NNP cord-253171-l56qcbat 102 19 related related JJ cord-253171-l56qcbat 102 20 incidents incident NNS cord-253171-l56qcbat 102 21 was be VBD cord-253171-l56qcbat 102 22 32 32 CD cord-253171-l56qcbat 102 23 % % NN cord-253171-l56qcbat 102 24 ( ( -LRB- cord-253171-l56qcbat 102 25 RR rr NN cord-253171-l56qcbat 102 26 = = SYM cord-253171-l56qcbat 102 27 1.32 1.32 CD cord-253171-l56qcbat 102 28 ) ) -RRB- cord-253171-l56qcbat 102 29 higher high JJR cord-253171-l56qcbat 102 30 than than IN cord-253171-l56qcbat 102 31 that that DT cord-253171-l56qcbat 102 32 in in IN cord-253171-l56qcbat 102 33 other other JJ cord-253171-l56qcbat 102 34 time time NN cord-253171-l56qcbat 102 35 periods period NNS cord-253171-l56qcbat 102 36 ( ( -LRB- cord-253171-l56qcbat 102 37 Table table NN cord-253171-l56qcbat 102 38 1 1 CD cord-253171-l56qcbat 102 39 ) ) -RRB- cord-253171-l56qcbat 102 40 . . . cord-253171-l56qcbat 103 1 Spatial spatial JJ cord-253171-l56qcbat 103 2 clustering clustering NN cord-253171-l56qcbat 103 3 analysis analysis NN cord-253171-l56qcbat 103 4 of of IN cord-253171-l56qcbat 103 5 the the DT cord-253171-l56qcbat 103 6 entire entire JJ cord-253171-l56qcbat 103 7 8 8 CD cord-253171-l56qcbat 103 8 years year NNS cord-253171-l56qcbat 103 9 identified identify VBD cord-253171-l56qcbat 103 10 a a DT cord-253171-l56qcbat 103 11 total total NN cord-253171-l56qcbat 103 12 of of IN cord-253171-l56qcbat 103 13 nine nine CD cord-253171-l56qcbat 103 14 statistically statistically RB cord-253171-l56qcbat 103 15 significant significant JJ cord-253171-l56qcbat 103 16 high high JJ cord-253171-l56qcbat 103 17 - - HYPH cord-253171-l56qcbat 103 18 risk risk NN cord-253171-l56qcbat 103 19 areas area NNS cord-253171-l56qcbat 103 20 , , , cord-253171-l56qcbat 103 21 covering cover VBG cord-253171-l56qcbat 103 22 a a DT cord-253171-l56qcbat 103 23 total total NN cord-253171-l56qcbat 103 24 of of IN cord-253171-l56qcbat 103 25 21 21 CD cord-253171-l56qcbat 103 26 counties county NNS cord-253171-l56qcbat 103 27 . . . cord-253171-l56qcbat 104 1 Similarly similarly RB cord-253171-l56qcbat 104 2 , , , cord-253171-l56qcbat 104 3 the the DT cord-253171-l56qcbat 104 4 Global Global NNP cord-253171-l56qcbat 104 5 Moran Moran NNP cord-253171-l56qcbat 104 6 's 's POS cord-253171-l56qcbat 104 7 I -PRON- PRP cord-253171-l56qcbat 104 8 values value NNS cord-253171-l56qcbat 104 9 of of IN cord-253171-l56qcbat 104 10 each each DT cord-253171-l56qcbat 104 11 year year NN cord-253171-l56qcbat 104 12 at at IN cord-253171-l56qcbat 104 13 the the DT cord-253171-l56qcbat 104 14 county county NN cord-253171-l56qcbat 104 15 level level NN cord-253171-l56qcbat 104 16 also also RB cord-253171-l56qcbat 104 17 indicated indicate VBD cord-253171-l56qcbat 104 18 a a DT cord-253171-l56qcbat 104 19 positive positive JJ cord-253171-l56qcbat 104 20 spatial spatial JJ cord-253171-l56qcbat 104 21 autocorrelation autocorrelation NN cord-253171-l56qcbat 104 22 in in IN cord-253171-l56qcbat 104 23 Qinghai Qinghai NNP cord-253171-l56qcbat 104 24 , , , cord-253171-l56qcbat 104 25 ranging range VBG cord-253171-l56qcbat 104 26 from from IN cord-253171-l56qcbat 104 27 0.398 0.398 CD cord-253171-l56qcbat 104 28 to to IN cord-253171-l56qcbat 104 29 0.631 0.631 CD cord-253171-l56qcbat 105 1 ( ( -LRB- cord-253171-l56qcbat 105 2 all all DT cord-253171-l56qcbat 105 3 P p NN cord-253171-l56qcbat 105 4 < < XX cord-253171-l56qcbat 105 5 0.05 0.05 CD cord-253171-l56qcbat 105 6 ) ) -RRB- cord-253171-l56qcbat 105 7 . . . cord-253171-l56qcbat 106 1 The the DT cord-253171-l56qcbat 106 2 high high JJ cord-253171-l56qcbat 106 3 - - HYPH cord-253171-l56qcbat 106 4 risk risk NN cord-253171-l56qcbat 106 5 areas area NNS cord-253171-l56qcbat 106 6 with with IN cord-253171-l56qcbat 106 7 a a DT cord-253171-l56qcbat 106 8 relative relative JJ cord-253171-l56qcbat 106 9 risk risk NN cord-253171-l56qcbat 106 10 greater great JJR cord-253171-l56qcbat 106 11 than than IN cord-253171-l56qcbat 106 12 three three CD cord-253171-l56qcbat 106 13 , , , cord-253171-l56qcbat 106 14 including include VBG cord-253171-l56qcbat 106 15 the the DT cord-253171-l56qcbat 106 16 most most RBS cord-253171-l56qcbat 106 17 likely likely JJ cord-253171-l56qcbat 106 18 cluster cluster NN cord-253171-l56qcbat 106 19 area area NN cord-253171-l56qcbat 106 20 and and CC cord-253171-l56qcbat 106 21 two two CD cord-253171-l56qcbat 106 22 secondary secondary JJ cord-253171-l56qcbat 106 23 cluster cluster NN cord-253171-l56qcbat 106 24 areas area NNS cord-253171-l56qcbat 106 25 , , , cord-253171-l56qcbat 106 26 were be VBD cord-253171-l56qcbat 106 27 mainly mainly RB cord-253171-l56qcbat 106 28 concentrated concentrate VBN cord-253171-l56qcbat 106 29 in in IN cord-253171-l56qcbat 106 30 the the DT cord-253171-l56qcbat 106 31 southwest southwest NN cord-253171-l56qcbat 106 32 of of IN cord-253171-l56qcbat 106 33 Qinghai Qinghai NNP cord-253171-l56qcbat 106 34 . . . cord-253171-l56qcbat 107 1 The the DT cord-253171-l56qcbat 107 2 center center NN cord-253171-l56qcbat 107 3 of of IN cord-253171-l56qcbat 107 4 the the DT cord-253171-l56qcbat 107 5 most most RBS cord-253171-l56qcbat 107 6 likely likely JJ cord-253171-l56qcbat 107 7 cluster cluster NN cord-253171-l56qcbat 107 8 area area NN cord-253171-l56qcbat 107 9 was be VBD cord-253171-l56qcbat 107 10 located locate VBN cord-253171-l56qcbat 107 11 in in IN cord-253171-l56qcbat 107 12 Dari Dari NNP cord-253171-l56qcbat 107 13 County County NNP cord-253171-l56qcbat 107 14 , , , cord-253171-l56qcbat 107 15 33.48 33.48 CD cord-253171-l56qcbat 107 16 ° ° NN cord-253171-l56qcbat 107 17 N n CD cord-253171-l56qcbat 107 18 and and CC cord-253171-l56qcbat 107 19 99.41 99.41 CD cord-253171-l56qcbat 107 20 ° ° NN cord-253171-l56qcbat 107 21 E e NN cord-253171-l56qcbat 107 22 ( ( -LRB- cord-253171-l56qcbat 107 23 LLR LLR NNP cord-253171-l56qcbat 107 24 = = SYM cord-253171-l56qcbat 107 25 3225.58 3225.58 CD cord-253171-l56qcbat 107 26 , , , cord-253171-l56qcbat 107 27 P p NN cord-253171-l56qcbat 107 28 < < XX cord-253171-l56qcbat 107 29 0.001 0.001 CD cord-253171-l56qcbat 107 30 ) ) -RRB- cord-253171-l56qcbat 107 31 . . . cord-253171-l56qcbat 108 1 This this DT cord-253171-l56qcbat 108 2 circular circular JJ cord-253171-l56qcbat 108 3 area area NN cord-253171-l56qcbat 108 4 covered cover VBD cord-253171-l56qcbat 108 5 six six CD cord-253171-l56qcbat 108 6 counties county NNS cord-253171-l56qcbat 108 7 with with IN cord-253171-l56qcbat 108 8 a a DT cord-253171-l56qcbat 108 9 radius radius NN cord-253171-l56qcbat 108 10 of of IN cord-253171-l56qcbat 108 11 184.91 184.91 CD cord-253171-l56qcbat 108 12 km km NNS cord-253171-l56qcbat 108 13 , , , cord-253171-l56qcbat 108 14 including include VBG cord-253171-l56qcbat 108 15 Dari Dari NNP cord-253171-l56qcbat 108 16 , , , cord-253171-l56qcbat 108 17 Gande Gande NNP cord-253171-l56qcbat 108 18 , , , cord-253171-l56qcbat 108 19 Maqin Maqin NNP cord-253171-l56qcbat 108 20 , , , cord-253171-l56qcbat 108 21 Banma Banma NNP cord-253171-l56qcbat 108 22 , , , cord-253171-l56qcbat 108 23 Jiuzhi Jiuzhi NNP cord-253171-l56qcbat 108 24 , , , cord-253171-l56qcbat 108 25 and and CC cord-253171-l56qcbat 108 26 Maduo Maduo NNP cord-253171-l56qcbat 108 27 . . . cord-253171-l56qcbat 109 1 The the DT cord-253171-l56qcbat 109 2 total total JJ cord-253171-l56qcbat 109 3 number number NN cord-253171-l56qcbat 109 4 of of IN cord-253171-l56qcbat 109 5 TB TB NNP cord-253171-l56qcbat 109 6 cases case NNS cord-253171-l56qcbat 109 7 was be VBD cord-253171-l56qcbat 109 8 5408 5408 CD cord-253171-l56qcbat 109 9 , , , cord-253171-l56qcbat 109 10 and and CC cord-253171-l56qcbat 109 11 the the DT cord-253171-l56qcbat 109 12 risk risk NN cord-253171-l56qcbat 109 13 of of IN cord-253171-l56qcbat 109 14 TB TB NNP cord-253171-l56qcbat 109 15 related related JJ cord-253171-l56qcbat 109 16 incidents incident NNS cord-253171-l56qcbat 109 17 was be VBD cord-253171-l56qcbat 109 18 2.97 2.97 CD cord-253171-l56qcbat 109 19 times time NNS cord-253171-l56qcbat 109 20 ( ( -LRB- cord-253171-l56qcbat 109 21 RR rr NN cord-253171-l56qcbat 109 22 = = SYM cord-253171-l56qcbat 109 23 3.97 3.97 CD cord-253171-l56qcbat 109 24 ) ) -RRB- cord-253171-l56qcbat 109 25 higher high JJR cord-253171-l56qcbat 109 26 than than IN cord-253171-l56qcbat 109 27 that that DT cord-253171-l56qcbat 109 28 outside outside IN cord-253171-l56qcbat 109 29 this this DT cord-253171-l56qcbat 109 30 area area NN cord-253171-l56qcbat 110 1 ( ( -LRB- cord-253171-l56qcbat 110 2 Table table NN cord-253171-l56qcbat 110 3 2 2 CD cord-253171-l56qcbat 110 4 and and CC cord-253171-l56qcbat 110 5 Additional additional JJ cord-253171-l56qcbat 110 6 file file NN cord-253171-l56qcbat 110 7 1 1 CD cord-253171-l56qcbat 110 8 : : : cord-253171-l56qcbat 111 1 Fig Fig NNP cord-253171-l56qcbat 111 2 . . . cord-253171-l56qcbat 111 3 S2 S2 NNP cord-253171-l56qcbat 111 4 ) ) -RRB- cord-253171-l56qcbat 111 5 . . . cord-253171-l56qcbat 112 1 The the DT cord-253171-l56qcbat 112 2 incidences incidence NNS cord-253171-l56qcbat 112 3 of of IN cord-253171-l56qcbat 112 4 TB TB NNP cord-253171-l56qcbat 112 5 inside inside IN cord-253171-l56qcbat 112 6 the the DT cord-253171-l56qcbat 112 7 cluster cluster NN cord-253171-l56qcbat 112 8 areas area NNS cord-253171-l56qcbat 112 9 were be VBD cord-253171-l56qcbat 112 10 significantly significantly RB cord-253171-l56qcbat 112 11 higher high JJR cord-253171-l56qcbat 112 12 than than IN cord-253171-l56qcbat 112 13 that that DT cord-253171-l56qcbat 112 14 in in IN cord-253171-l56qcbat 112 15 the the DT cord-253171-l56qcbat 112 16 areas area NNS cord-253171-l56qcbat 112 17 outside outside IN cord-253171-l56qcbat 112 18 every every DT cord-253171-l56qcbat 112 19 year year NN cord-253171-l56qcbat 112 20 ( ( -LRB- cord-253171-l56qcbat 112 21 Table Table NNP cord-253171-l56qcbat 112 22 3 3 CD cord-253171-l56qcbat 112 23 ) ) -RRB- cord-253171-l56qcbat 112 24 . . . cord-253171-l56qcbat 113 1 The the DT cord-253171-l56qcbat 113 2 results result NNS cord-253171-l56qcbat 113 3 of of IN cord-253171-l56qcbat 113 4 spatio spatio JJ cord-253171-l56qcbat 113 5 - - HYPH cord-253171-l56qcbat 113 6 temporal temporal JJ cord-253171-l56qcbat 113 7 cluster cluster NN cord-253171-l56qcbat 113 8 analysis analysis NN cord-253171-l56qcbat 113 9 suggested suggest VBD cord-253171-l56qcbat 113 10 a a DT cord-253171-l56qcbat 113 11 special special JJ cord-253171-l56qcbat 113 12 characteristic characteristic NN cord-253171-l56qcbat 113 13 in in IN cord-253171-l56qcbat 113 14 temporal temporal JJ cord-253171-l56qcbat 113 15 and and CC cord-253171-l56qcbat 113 16 spatial spatial JJ cord-253171-l56qcbat 113 17 distribution distribution NN cord-253171-l56qcbat 113 18 for for IN cord-253171-l56qcbat 113 19 TB TB NNP cord-253171-l56qcbat 113 20 incidents incident NNS cord-253171-l56qcbat 113 21 in in IN cord-253171-l56qcbat 113 22 Qinghai Qinghai NNP cord-253171-l56qcbat 113 23 . . . cord-253171-l56qcbat 114 1 We -PRON- PRP cord-253171-l56qcbat 114 2 detected detect VBD cord-253171-l56qcbat 114 3 a a DT cord-253171-l56qcbat 114 4 most most RBS cord-253171-l56qcbat 114 5 likely likely JJ cord-253171-l56qcbat 114 6 cluster cluster NN cord-253171-l56qcbat 114 7 area area NN cord-253171-l56qcbat 114 8 and and CC cord-253171-l56qcbat 114 9 seven seven CD cord-253171-l56qcbat 114 10 secondary secondary JJ cord-253171-l56qcbat 114 11 cluster cluster NN cord-253171-l56qcbat 114 12 areas area NNS cord-253171-l56qcbat 114 13 by by IN cord-253171-l56qcbat 114 14 Fig Fig NNP cord-253171-l56qcbat 114 15 . . . cord-253171-l56qcbat 115 1 2 2 LS cord-253171-l56qcbat 116 1 Venn Venn NNP cord-253171-l56qcbat 116 2 diagram diagram NN cord-253171-l56qcbat 116 3 of of IN cord-253171-l56qcbat 116 4 spatial spatial JJ cord-253171-l56qcbat 116 5 clustering clustering NN cord-253171-l56qcbat 116 6 for for IN cord-253171-l56qcbat 116 7 TB TB NNP cord-253171-l56qcbat 116 8 incidents incident NNS cord-253171-l56qcbat 116 9 in in IN cord-253171-l56qcbat 116 10 Qinghai Qinghai NNP cord-253171-l56qcbat 116 11 , , , cord-253171-l56qcbat 116 12 China China NNP cord-253171-l56qcbat 116 13 , , , cord-253171-l56qcbat 116 14 2009 2009 CD cord-253171-l56qcbat 116 15 . . . cord-253171-l56qcbat 117 1 The the DT cord-253171-l56qcbat 117 2 scan scan JJ cord-253171-l56qcbat 117 3 window window NN cord-253171-l56qcbat 117 4 used use VBN cord-253171-l56qcbat 117 5 in in IN cord-253171-l56qcbat 117 6 this this DT cord-253171-l56qcbat 117 7 analysis analysis NN cord-253171-l56qcbat 117 8 was be VBD cord-253171-l56qcbat 117 9 set set VBN cord-253171-l56qcbat 117 10 to to TO cord-253171-l56qcbat 117 11 be be VB cord-253171-l56qcbat 117 12 7 7 CD cord-253171-l56qcbat 117 13 % % NN cord-253171-l56qcbat 117 14 of of IN cord-253171-l56qcbat 117 15 population population NN cord-253171-l56qcbat 117 16 using use VBG cord-253171-l56qcbat 117 17 temporal temporal JJ cord-253171-l56qcbat 117 18 and and CC cord-253171-l56qcbat 117 19 spatial spatial JJ cord-253171-l56qcbat 117 20 scanning scanning NN cord-253171-l56qcbat 117 21 ( ( -LRB- cord-253171-l56qcbat 117 22 Fig Fig NNP cord-253171-l56qcbat 117 23 . . . cord-253171-l56qcbat 117 24 4 4 CD cord-253171-l56qcbat 117 25 ) ) -RRB- cord-253171-l56qcbat 117 26 . . . cord-253171-l56qcbat 118 1 The the DT cord-253171-l56qcbat 118 2 most most RBS cord-253171-l56qcbat 118 3 likely likely JJ cord-253171-l56qcbat 118 4 spatio spatio JJ cord-253171-l56qcbat 118 5 - - HYPH cord-253171-l56qcbat 118 6 temporal temporal JJ cord-253171-l56qcbat 118 7 cluster cluster NN cord-253171-l56qcbat 118 8 area area NN cord-253171-l56qcbat 118 9 was be VBD cord-253171-l56qcbat 118 10 located locate VBN cord-253171-l56qcbat 118 11 at at IN cord-253171-l56qcbat 118 12 the the DT cord-253171-l56qcbat 118 13 southwest southwest NN cord-253171-l56qcbat 118 14 of of IN cord-253171-l56qcbat 118 15 the the DT cord-253171-l56qcbat 118 16 province province NN cord-253171-l56qcbat 118 17 , , , cord-253171-l56qcbat 118 18 and and CC cord-253171-l56qcbat 118 19 the the DT cord-253171-l56qcbat 118 20 high high JJ cord-253171-l56qcbat 118 21 - - HYPH cord-253171-l56qcbat 118 22 risk risk NN cord-253171-l56qcbat 118 23 period period NN cord-253171-l56qcbat 118 24 was be VBD cord-253171-l56qcbat 118 25 from from IN cord-253171-l56qcbat 118 26 September September NNP cord-253171-l56qcbat 118 27 2014 2014 CD cord-253171-l56qcbat 118 28 to to IN cord-253171-l56qcbat 118 29 December December NNP cord-253171-l56qcbat 118 30 2016 2016 CD cord-253171-l56qcbat 119 1 ( ( -LRB- cord-253171-l56qcbat 119 2 LLR LLR NNP cord-253171-l56qcbat 119 3 = = SYM cord-253171-l56qcbat 119 4 2547.64 2547.64 CD cord-253171-l56qcbat 119 5 , , , cord-253171-l56qcbat 119 6 P p NN cord-253171-l56qcbat 119 7 < < XX cord-253171-l56qcbat 119 8 0.001 0.001 CD cord-253171-l56qcbat 119 9 ) ) -RRB- cord-253171-l56qcbat 119 10 . . . cord-253171-l56qcbat 120 1 The the DT cord-253171-l56qcbat 120 2 center center NN cord-253171-l56qcbat 120 3 of of IN cord-253171-l56qcbat 120 4 this this DT cord-253171-l56qcbat 120 5 area area NN cord-253171-l56qcbat 120 6 was be VBD cord-253171-l56qcbat 120 7 in in IN cord-253171-l56qcbat 120 8 Yushu Yushu NNP cord-253171-l56qcbat 120 9 County County NNP cord-253171-l56qcbat 120 10 , , , cord-253171-l56qcbat 120 11 32.91 32.91 CD cord-253171-l56qcbat 120 12 ° ° NN cord-253171-l56qcbat 120 13 N n CD cord-253171-l56qcbat 120 14 and and CC cord-253171-l56qcbat 120 15 96.68 96.68 CD cord-253171-l56qcbat 120 16 ° ° NN cord-253171-l56qcbat 120 17 E e NN cord-253171-l56qcbat 120 18 , , , cord-253171-l56qcbat 120 19 which which WDT cord-253171-l56qcbat 120 20 was be VBD cord-253171-l56qcbat 120 21 a a DT cord-253171-l56qcbat 120 22 circular circular JJ cord-253171-l56qcbat 120 23 area area NN cord-253171-l56qcbat 120 24 with with IN cord-253171-l56qcbat 120 25 a a DT cord-253171-l56qcbat 120 26 radius radius NN cord-253171-l56qcbat 120 27 of of IN cord-253171-l56qcbat 120 28 261.34 261.34 CD cord-253171-l56qcbat 120 29 km km NNS cord-253171-l56qcbat 120 30 , , , cord-253171-l56qcbat 120 31 covering cover VBG cord-253171-l56qcbat 120 32 seven seven CD cord-253171-l56qcbat 120 33 counties county NNS cord-253171-l56qcbat 120 34 : : : cord-253171-l56qcbat 120 35 Yushu Yushu NNP cord-253171-l56qcbat 120 36 , , , cord-253171-l56qcbat 120 37 Nangqian Nangqian NNP cord-253171-l56qcbat 120 38 , , , cord-253171-l56qcbat 120 39 Chengduo Chengduo NNP cord-253171-l56qcbat 120 40 , , , cord-253171-l56qcbat 120 41 Zaduo Zaduo NNP cord-253171-l56qcbat 120 42 , , , cord-253171-l56qcbat 120 43 Maduo Maduo NNP cord-253171-l56qcbat 120 44 , , , cord-253171-l56qcbat 120 45 Qumalai Qumalai NNP cord-253171-l56qcbat 120 46 , , , cord-253171-l56qcbat 120 47 and and CC cord-253171-l56qcbat 120 48 Dari Dari NNP cord-253171-l56qcbat 120 49 . . . cord-253171-l56qcbat 121 1 A a DT cord-253171-l56qcbat 121 2 total total NN cord-253171-l56qcbat 121 3 of of IN cord-253171-l56qcbat 121 4 3916 3916 CD cord-253171-l56qcbat 121 5 TB TB NNP cord-253171-l56qcbat 121 6 cases case NNS cord-253171-l56qcbat 121 7 were be VBD cord-253171-l56qcbat 121 8 reported report VBN cord-253171-l56qcbat 121 9 in in IN cord-253171-l56qcbat 121 10 this this DT cord-253171-l56qcbat 121 11 area area NN cord-253171-l56qcbat 121 12 during during IN cord-253171-l56qcbat 121 13 the the DT cord-253171-l56qcbat 121 14 high high JJ cord-253171-l56qcbat 121 15 - - HYPH cord-253171-l56qcbat 121 16 risk risk NN cord-253171-l56qcbat 121 17 period period NN cord-253171-l56qcbat 121 18 , , , cord-253171-l56qcbat 121 19 and and CC cord-253171-l56qcbat 121 20 the the DT cord-253171-l56qcbat 121 21 RR rr NN cord-253171-l56qcbat 121 22 was be VBD cord-253171-l56qcbat 121 23 4.21 4.21 CD cord-253171-l56qcbat 121 24 ( ( -LRB- cord-253171-l56qcbat 121 25 Table table NN cord-253171-l56qcbat 121 26 4 4 CD cord-253171-l56qcbat 121 27 ) ) -RRB- cord-253171-l56qcbat 121 28 . . . cord-253171-l56qcbat 122 1 A a DT cord-253171-l56qcbat 122 2 seasonal seasonal JJ cord-253171-l56qcbat 122 3 trend trend NN cord-253171-l56qcbat 122 4 was be VBD cord-253171-l56qcbat 122 5 decomposed decompose VBN cord-253171-l56qcbat 122 6 from from IN cord-253171-l56qcbat 122 7 the the DT cord-253171-l56qcbat 122 8 time time NN cord-253171-l56qcbat 122 9 - - HYPH cord-253171-l56qcbat 122 10 series series NN cord-253171-l56qcbat 122 11 of of IN cord-253171-l56qcbat 122 12 TB TB NNP cord-253171-l56qcbat 122 13 incidents incident NNS cord-253171-l56qcbat 122 14 ; ; : cord-253171-l56qcbat 122 15 c c NN cord-253171-l56qcbat 122 16 : : : cord-253171-l56qcbat 122 17 A a DT cord-253171-l56qcbat 122 18 long long JJ cord-253171-l56qcbat 122 19 - - HYPH cord-253171-l56qcbat 122 20 term term NN cord-253171-l56qcbat 122 21 trend trend NN cord-253171-l56qcbat 122 22 was be VBD cord-253171-l56qcbat 122 23 decomposed decompose VBN cord-253171-l56qcbat 122 24 from from IN cord-253171-l56qcbat 122 25 the the DT cord-253171-l56qcbat 122 26 time time NN cord-253171-l56qcbat 122 27 - - HYPH cord-253171-l56qcbat 122 28 series series NN cord-253171-l56qcbat 122 29 of of IN cord-253171-l56qcbat 122 30 TB TB NNP cord-253171-l56qcbat 122 31 incidents incident NNS cord-253171-l56qcbat 122 32 ; ; : cord-253171-l56qcbat 122 33 d d LS cord-253171-l56qcbat 122 34 : : : cord-253171-l56qcbat 122 35 The the DT cord-253171-l56qcbat 122 36 residual residual JJ cord-253171-l56qcbat 122 37 data datum NNS cord-253171-l56qcbat 122 38 after after IN cord-253171-l56qcbat 122 39 excluding exclude VBG cord-253171-l56qcbat 122 40 of of IN cord-253171-l56qcbat 122 41 seasonality seasonality NN cord-253171-l56qcbat 122 42 and and CC cord-253171-l56qcbat 122 43 a a DT cord-253171-l56qcbat 122 44 long long JJ cord-253171-l56qcbat 122 45 - - HYPH cord-253171-l56qcbat 122 46 term term NN cord-253171-l56qcbat 122 47 trend trend NN cord-253171-l56qcbat 122 48 ; ; : cord-253171-l56qcbat 122 49 e e LS cord-253171-l56qcbat 122 50 : : : cord-253171-l56qcbat 122 51 Estimated estimate VBN cord-253171-l56qcbat 122 52 seasonal seasonal JJ cord-253171-l56qcbat 122 53 index index NN cord-253171-l56qcbat 122 54 of of IN cord-253171-l56qcbat 122 55 12 12 CD cord-253171-l56qcbat 122 56 months month NNS cord-253171-l56qcbat 122 57 ranged range VBN cord-253171-l56qcbat 122 58 from from IN cord-253171-l56qcbat 122 59 0.80 0.80 CD cord-253171-l56qcbat 122 60 to to IN cord-253171-l56qcbat 122 61 1.23 1.23 CD cord-253171-l56qcbat 122 62 , , , cord-253171-l56qcbat 122 63 and and CC cord-253171-l56qcbat 122 64 the the DT cord-253171-l56qcbat 122 65 maximum maximum JJ cord-253171-l56qcbat 122 66 value value NN cord-253171-l56qcbat 122 67 was be VBD cord-253171-l56qcbat 122 68 recorded record VBN cord-253171-l56qcbat 122 69 in in IN cord-253171-l56qcbat 122 70 March March NNP cord-253171-l56qcbat 123 1 In in IN cord-253171-l56qcbat 123 2 this this DT cord-253171-l56qcbat 123 3 study study NN cord-253171-l56qcbat 123 4 , , , cord-253171-l56qcbat 123 5 spatial spatial JJ cord-253171-l56qcbat 123 6 patterns pattern NNS cord-253171-l56qcbat 123 7 and and CC cord-253171-l56qcbat 123 8 the the DT cord-253171-l56qcbat 123 9 secular secular JJ cord-253171-l56qcbat 123 10 trends trend NNS cord-253171-l56qcbat 123 11 of of IN cord-253171-l56qcbat 123 12 TB TB NNP cord-253171-l56qcbat 123 13 in in IN cord-253171-l56qcbat 123 14 Qinghai Qinghai NNP cord-253171-l56qcbat 123 15 from from IN cord-253171-l56qcbat 123 16 2009 2009 CD cord-253171-l56qcbat 123 17 to to IN cord-253171-l56qcbat 123 18 2016 2016 CD cord-253171-l56qcbat 123 19 were be VBD cord-253171-l56qcbat 123 20 examined examine VBN cord-253171-l56qcbat 123 21 using use VBG cord-253171-l56qcbat 123 22 the the DT cord-253171-l56qcbat 123 23 Kulldorff Kulldorff NNP cord-253171-l56qcbat 123 24 's 's POS cord-253171-l56qcbat 123 25 scan scan JJ cord-253171-l56qcbat 123 26 statistical statistical JJ cord-253171-l56qcbat 123 27 analysis analysis NN cord-253171-l56qcbat 123 28 . . . cord-253171-l56qcbat 124 1 To to IN cord-253171-l56qcbat 124 2 the the DT cord-253171-l56qcbat 124 3 best good JJS cord-253171-l56qcbat 124 4 of of IN cord-253171-l56qcbat 124 5 our -PRON- PRP$ cord-253171-l56qcbat 124 6 knowledge knowledge NN cord-253171-l56qcbat 124 7 , , , cord-253171-l56qcbat 124 8 no no DT cord-253171-l56qcbat 124 9 other other JJ cord-253171-l56qcbat 124 10 similar similar JJ cord-253171-l56qcbat 124 11 study study NN cord-253171-l56qcbat 124 12 has have VBZ cord-253171-l56qcbat 124 13 been be VBN cord-253171-l56qcbat 124 14 done do VBN cord-253171-l56qcbat 124 15 in in IN cord-253171-l56qcbat 124 16 this this DT cord-253171-l56qcbat 124 17 area area NN cord-253171-l56qcbat 124 18 . . . cord-253171-l56qcbat 125 1 Our -PRON- PRP$ cord-253171-l56qcbat 125 2 study study NN cord-253171-l56qcbat 125 3 demonstrated demonstrate VBD cord-253171-l56qcbat 125 4 that that IN cord-253171-l56qcbat 125 5 there there EX cord-253171-l56qcbat 125 6 was be VBD cord-253171-l56qcbat 125 7 a a DT cord-253171-l56qcbat 125 8 significantly significantly RB cord-253171-l56qcbat 125 9 space space NN cord-253171-l56qcbat 125 10 - - HYPH cord-253171-l56qcbat 125 11 time time NN cord-253171-l56qcbat 125 12 clustering clustering NN cord-253171-l56qcbat 125 13 in in IN cord-253171-l56qcbat 125 14 distribution distribution NN cord-253171-l56qcbat 125 15 of of IN cord-253171-l56qcbat 125 16 TB TB NNP cord-253171-l56qcbat 125 17 incidents incident NNS cord-253171-l56qcbat 125 18 in in IN cord-253171-l56qcbat 125 19 Qinghai Qinghai NNP cord-253171-l56qcbat 125 20 province province NN cord-253171-l56qcbat 125 21 . . . cord-253171-l56qcbat 126 1 The the DT cord-253171-l56qcbat 126 2 high high JJ cord-253171-l56qcbat 126 3 - - HYPH cord-253171-l56qcbat 126 4 risk risk NN cord-253171-l56qcbat 126 5 areas area NNS cord-253171-l56qcbat 126 6 were be VBD cord-253171-l56qcbat 126 7 mainly mainly RB cord-253171-l56qcbat 126 8 concentrated concentrate VBN cord-253171-l56qcbat 126 9 in in IN cord-253171-l56qcbat 126 10 the the DT cord-253171-l56qcbat 126 11 southwest southwest NN cord-253171-l56qcbat 126 12 Qinghai Qinghai NNP cord-253171-l56qcbat 126 13 , , , cord-253171-l56qcbat 126 14 and and CC cord-253171-l56qcbat 126 15 the the DT cord-253171-l56qcbat 126 16 temporal temporal JJ cord-253171-l56qcbat 126 17 clusters cluster NNS cord-253171-l56qcbat 126 18 were be VBD cord-253171-l56qcbat 126 19 mainly mainly RB cord-253171-l56qcbat 126 20 concentrated concentrate VBN cord-253171-l56qcbat 126 21 in in IN cord-253171-l56qcbat 126 22 spring spring NN cord-253171-l56qcbat 126 23 and and CC cord-253171-l56qcbat 126 24 early early JJ cord-253171-l56qcbat 126 25 summer summer NN cord-253171-l56qcbat 126 26 . . . cord-253171-l56qcbat 127 1 Kulldorff Kulldorff NNP cord-253171-l56qcbat 127 2 's 's POS cord-253171-l56qcbat 127 3 retrospective retrospective JJ cord-253171-l56qcbat 127 4 scan scan JJ cord-253171-l56qcbat 127 5 statistics statistic NNS cord-253171-l56qcbat 127 6 take take VBP cord-253171-l56qcbat 127 7 multiple multiple JJ cord-253171-l56qcbat 127 8 testing testing NN cord-253171-l56qcbat 127 9 problems problem NNS cord-253171-l56qcbat 127 10 into into IN cord-253171-l56qcbat 127 11 account account NN cord-253171-l56qcbat 127 12 , , , cord-253171-l56qcbat 127 13 which which WDT cord-253171-l56qcbat 127 14 is be VBZ cord-253171-l56qcbat 127 15 known know VBN cord-253171-l56qcbat 127 16 as as IN cord-253171-l56qcbat 127 17 the the DT cord-253171-l56qcbat 127 18 most most RBS cord-253171-l56qcbat 127 19 powerful powerful JJ cord-253171-l56qcbat 127 20 method method NN cord-253171-l56qcbat 127 21 for for IN cord-253171-l56qcbat 127 22 evaluating evaluate VBG cord-253171-l56qcbat 127 23 geographical geographical JJ cord-253171-l56qcbat 127 24 and and CC cord-253171-l56qcbat 127 25 temporal temporal JJ cord-253171-l56qcbat 127 26 distribution distribution NN cord-253171-l56qcbat 127 27 by by IN cord-253171-l56qcbat 127 28 using use VBG cord-253171-l56qcbat 127 29 routinely routinely RB cord-253171-l56qcbat 127 30 collected collect VBN cord-253171-l56qcbat 127 31 data datum NNS cord-253171-l56qcbat 127 32 [ [ -LRB- cord-253171-l56qcbat 127 33 18 18 CD cord-253171-l56qcbat 127 34 ] ] -RRB- cord-253171-l56qcbat 127 35 . . . cord-253171-l56qcbat 128 1 This this DT cord-253171-l56qcbat 128 2 method method NN cord-253171-l56qcbat 128 3 has have VBZ cord-253171-l56qcbat 128 4 been be VBN cord-253171-l56qcbat 128 5 used use VBN cord-253171-l56qcbat 128 6 worldwide worldwide RB cord-253171-l56qcbat 128 7 to to TO cord-253171-l56qcbat 128 8 detect detect VB cord-253171-l56qcbat 128 9 the the DT cord-253171-l56qcbat 128 10 clusters cluster NNS cord-253171-l56qcbat 128 11 of of IN cord-253171-l56qcbat 128 12 diseases disease NNS cord-253171-l56qcbat 128 13 [ [ -LRB- cord-253171-l56qcbat 128 14 2 2 CD cord-253171-l56qcbat 128 15 , , , cord-253171-l56qcbat 128 16 4 4 CD cord-253171-l56qcbat 128 17 , , , cord-253171-l56qcbat 128 18 5 5 CD cord-253171-l56qcbat 128 19 , , , cord-253171-l56qcbat 128 20 30 30 CD cord-253171-l56qcbat 128 21 , , , cord-253171-l56qcbat 128 22 31 31 CD cord-253171-l56qcbat 128 23 ] ] -RRB- cord-253171-l56qcbat 128 24 . . . cord-253171-l56qcbat 129 1 As as IN cord-253171-l56qcbat 129 2 is be VBZ cord-253171-l56qcbat 129 3 known know VBN cord-253171-l56qcbat 129 4 , , , cord-253171-l56qcbat 129 5 in in IN cord-253171-l56qcbat 129 6 the the DT cord-253171-l56qcbat 129 7 temporal temporal JJ cord-253171-l56qcbat 129 8 and and CC cord-253171-l56qcbat 129 9 spatial spatial JJ cord-253171-l56qcbat 129 10 model model NN cord-253171-l56qcbat 129 11 , , , cord-253171-l56qcbat 129 12 selection selection NN cord-253171-l56qcbat 129 13 of of IN cord-253171-l56qcbat 129 14 a a DT cord-253171-l56qcbat 129 15 suitable suitable JJ cord-253171-l56qcbat 129 16 time time NN cord-253171-l56qcbat 129 17 window window NN cord-253171-l56qcbat 129 18 and and CC cord-253171-l56qcbat 129 19 spatial spatial JJ cord-253171-l56qcbat 129 20 window window NN cord-253171-l56qcbat 129 21 was be VBD cord-253171-l56qcbat 129 22 very very RB cord-253171-l56qcbat 129 23 important important JJ cord-253171-l56qcbat 129 24 for for IN cord-253171-l56qcbat 129 25 model model NN cord-253171-l56qcbat 129 26 identification identification NN cord-253171-l56qcbat 129 27 . . . cord-253171-l56qcbat 130 1 Currently currently RB cord-253171-l56qcbat 130 2 , , , cord-253171-l56qcbat 130 3 there there EX cord-253171-l56qcbat 130 4 are be VBP cord-253171-l56qcbat 130 5 two two CD cord-253171-l56qcbat 130 6 methods method NNS cord-253171-l56qcbat 130 7 for for IN cord-253171-l56qcbat 130 8 selecting select VBG cord-253171-l56qcbat 130 9 the the DT cord-253171-l56qcbat 130 10 size size NN cord-253171-l56qcbat 130 11 of of IN cord-253171-l56qcbat 130 12 spatial spatial JJ cord-253171-l56qcbat 130 13 window window NN cord-253171-l56qcbat 130 14 : : : cord-253171-l56qcbat 130 15 one one CD cord-253171-l56qcbat 130 16 is be VBZ cord-253171-l56qcbat 130 17 based base VBN cord-253171-l56qcbat 130 18 on on IN cord-253171-l56qcbat 130 19 the the DT cord-253171-l56qcbat 130 20 geographical geographical JJ cord-253171-l56qcbat 130 21 area area NN cord-253171-l56qcbat 130 22 , , , cord-253171-l56qcbat 130 23 and and CC cord-253171-l56qcbat 130 24 the the DT cord-253171-l56qcbat 130 25 other other JJ cord-253171-l56qcbat 130 26 method method NN cord-253171-l56qcbat 130 27 is be VBZ cord-253171-l56qcbat 130 28 based base VBN cord-253171-l56qcbat 130 29 on on IN cord-253171-l56qcbat 130 30 the the DT cord-253171-l56qcbat 130 31 population population NN cord-253171-l56qcbat 130 32 size size NN cord-253171-l56qcbat 130 33 covered cover VBN cord-253171-l56qcbat 130 34 by by IN cord-253171-l56qcbat 130 35 the the DT cord-253171-l56qcbat 130 36 scanning scanning NN cord-253171-l56qcbat 130 37 area area NN cord-253171-l56qcbat 130 38 [ [ -LRB- cord-253171-l56qcbat 130 39 16 16 CD cord-253171-l56qcbat 130 40 ] ] -RRB- cord-253171-l56qcbat 130 41 . . . cord-253171-l56qcbat 131 1 In in IN cord-253171-l56qcbat 131 2 this this DT cord-253171-l56qcbat 131 3 study study NN cord-253171-l56qcbat 131 4 , , , cord-253171-l56qcbat 131 5 we -PRON- PRP cord-253171-l56qcbat 131 6 used use VBD cord-253171-l56qcbat 131 7 the the DT cord-253171-l56qcbat 131 8 radius radius NN cord-253171-l56qcbat 131 9 of of IN cord-253171-l56qcbat 131 10 population population NN cord-253171-l56qcbat 131 11 coverage coverage NN cord-253171-l56qcbat 131 12 , , , cord-253171-l56qcbat 131 13 because because IN cord-253171-l56qcbat 131 14 deviation deviation NN cord-253171-l56qcbat 131 15 of of IN cord-253171-l56qcbat 131 16 population population NN cord-253171-l56qcbat 131 17 in in IN cord-253171-l56qcbat 131 18 different different JJ cord-253171-l56qcbat 131 19 counties county NNS cord-253171-l56qcbat 131 20 was be VBD cord-253171-l56qcbat 131 21 very very RB cord-253171-l56qcbat 131 22 large large JJ cord-253171-l56qcbat 131 23 . . . cord-253171-l56qcbat 132 1 Similarly similarly RB cord-253171-l56qcbat 132 2 , , , cord-253171-l56qcbat 132 3 size size NN cord-253171-l56qcbat 132 4 of of IN cord-253171-l56qcbat 132 5 time time NN cord-253171-l56qcbat 132 6 scanning scanning NN cord-253171-l56qcbat 132 7 window window NN cord-253171-l56qcbat 132 8 is be VBZ cord-253171-l56qcbat 132 9 another another DT cord-253171-l56qcbat 132 10 important important JJ cord-253171-l56qcbat 132 11 parameter parameter NN cord-253171-l56qcbat 132 12 for for IN cord-253171-l56qcbat 132 13 analysis analysis NN cord-253171-l56qcbat 132 14 . . . cord-253171-l56qcbat 133 1 Generally generally RB cord-253171-l56qcbat 133 2 , , , cord-253171-l56qcbat 133 3 the the DT cord-253171-l56qcbat 133 4 window window NN cord-253171-l56qcbat 133 5 size size NN cord-253171-l56qcbat 133 6 of of IN cord-253171-l56qcbat 133 7 time time NN cord-253171-l56qcbat 133 8 was be VBD cord-253171-l56qcbat 133 9 set set VBN cord-253171-l56qcbat 133 10 as as IN cord-253171-l56qcbat 133 11 50 50 CD cord-253171-l56qcbat 133 12 % % NN cord-253171-l56qcbat 133 13 of of IN cord-253171-l56qcbat 133 14 the the DT cord-253171-l56qcbat 133 15 entire entire JJ cord-253171-l56qcbat 133 16 time time NN cord-253171-l56qcbat 133 17 period period NN cord-253171-l56qcbat 133 18 of of IN cord-253171-l56qcbat 133 19 the the DT cord-253171-l56qcbat 133 20 study study NN cord-253171-l56qcbat 133 21 . . . cord-253171-l56qcbat 134 1 However however RB cord-253171-l56qcbat 134 2 , , , cord-253171-l56qcbat 134 3 there there EX cord-253171-l56qcbat 134 4 exists exist VBZ cord-253171-l56qcbat 134 5 some some DT cord-253171-l56qcbat 134 6 evidence evidence NN cord-253171-l56qcbat 134 7 with with IN cord-253171-l56qcbat 134 8 regard regard NN cord-253171-l56qcbat 134 9 to to IN cord-253171-l56qcbat 134 10 whether whether IN cord-253171-l56qcbat 134 11 or or CC cord-253171-l56qcbat 134 12 not not RB cord-253171-l56qcbat 134 13 this this DT cord-253171-l56qcbat 134 14 window window NN cord-253171-l56qcbat 134 15 size size NN cord-253171-l56qcbat 134 16 is be VBZ cord-253171-l56qcbat 134 17 reasonable reasonable JJ cord-253171-l56qcbat 134 18 [ [ -LRB- cord-253171-l56qcbat 134 19 32 32 CD cord-253171-l56qcbat 134 20 ] ] -RRB- cord-253171-l56qcbat 134 21 . . . cord-253171-l56qcbat 135 1 Yue Yue NNP cord-253171-l56qcbat 135 2 Ma Ma NNP cord-253171-l56qcbat 135 3 et et NNP cord-253171-l56qcbat 135 4 al al NNP cord-253171-l56qcbat 135 5 . . NNP cord-253171-l56qcbat 135 6 conducted conduct VBD cord-253171-l56qcbat 135 7 a a DT cord-253171-l56qcbat 135 8 simulation simulation NN cord-253171-l56qcbat 135 9 study study NN cord-253171-l56qcbat 135 10 to to TO cord-253171-l56qcbat 135 11 explore explore VB cord-253171-l56qcbat 135 12 how how WRB cord-253171-l56qcbat 135 13 to to TO cord-253171-l56qcbat 135 14 choose choose VB cord-253171-l56qcbat 135 15 an an DT cord-253171-l56qcbat 135 16 appropriate appropriate JJ cord-253171-l56qcbat 135 17 scanning scanning NN cord-253171-l56qcbat 135 18 window window NN cord-253171-l56qcbat 135 19 . . . cord-253171-l56qcbat 136 1 They -PRON- PRP cord-253171-l56qcbat 136 2 found find VBD cord-253171-l56qcbat 136 3 that that IN cord-253171-l56qcbat 136 4 the the DT cord-253171-l56qcbat 136 5 window window NN cord-253171-l56qcbat 136 6 might may MD cord-253171-l56qcbat 136 7 be be VB cord-253171-l56qcbat 136 8 too too RB cord-253171-l56qcbat 136 9 large large JJ cord-253171-l56qcbat 136 10 to to TO cord-253171-l56qcbat 136 11 include include VB cord-253171-l56qcbat 136 12 the the DT cord-253171-l56qcbat 136 13 low low JJ cord-253171-l56qcbat 136 14 - - HYPH cord-253171-l56qcbat 136 15 risk risk NN cord-253171-l56qcbat 136 16 area area NN cord-253171-l56qcbat 136 17 if if IN cord-253171-l56qcbat 136 18 the the DT cord-253171-l56qcbat 136 19 window window NN cord-253171-l56qcbat 136 20 covered cover VBD cord-253171-l56qcbat 136 21 50 50 CD cord-253171-l56qcbat 136 22 % % NN cord-253171-l56qcbat 136 23 of of IN cord-253171-l56qcbat 136 24 the the DT cord-253171-l56qcbat 136 25 population population NN cord-253171-l56qcbat 136 26 [ [ -LRB- cord-253171-l56qcbat 136 27 23 23 CD cord-253171-l56qcbat 136 28 ] ] -RRB- cord-253171-l56qcbat 136 29 . . . cord-253171-l56qcbat 137 1 Therefore therefore RB cord-253171-l56qcbat 137 2 , , , cord-253171-l56qcbat 137 3 this this DT cord-253171-l56qcbat 137 4 situation situation NN cord-253171-l56qcbat 137 5 might may MD cord-253171-l56qcbat 137 6 lead lead VB cord-253171-l56qcbat 137 7 to to IN cord-253171-l56qcbat 137 8 a a DT cord-253171-l56qcbat 137 9 high high JJ cord-253171-l56qcbat 137 10 false false JJ cord-253171-l56qcbat 137 11 positive positive JJ cord-253171-l56qcbat 137 12 rate rate NN cord-253171-l56qcbat 137 13 . . . cord-253171-l56qcbat 138 1 However however RB cord-253171-l56qcbat 138 2 , , , cord-253171-l56qcbat 138 3 the the DT cord-253171-l56qcbat 138 4 window window NN cord-253171-l56qcbat 138 5 which which WDT cord-253171-l56qcbat 138 6 covered cover VBD cord-253171-l56qcbat 138 7 a a DT cord-253171-l56qcbat 138 8 smaller small JJR cord-253171-l56qcbat 138 9 population population NN cord-253171-l56qcbat 138 10 might may MD cord-253171-l56qcbat 138 11 be be VB cord-253171-l56qcbat 138 12 too too RB cord-253171-l56qcbat 138 13 small small JJ cord-253171-l56qcbat 138 14 to to TO cord-253171-l56qcbat 138 15 detect detect VB cord-253171-l56qcbat 138 16 the the DT cord-253171-l56qcbat 138 17 real real JJ cord-253171-l56qcbat 138 18 high high JJ cord-253171-l56qcbat 138 19 - - HYPH cord-253171-l56qcbat 138 20 risk risk NN cord-253171-l56qcbat 138 21 area area NN cord-253171-l56qcbat 138 22 , , , cord-253171-l56qcbat 138 23 and and CC cord-253171-l56qcbat 138 24 the the DT cord-253171-l56qcbat 138 25 high high JJ cord-253171-l56qcbat 138 26 - - HYPH cord-253171-l56qcbat 138 27 risk risk NN cord-253171-l56qcbat 138 28 area area NN cord-253171-l56qcbat 138 29 would would MD cord-253171-l56qcbat 138 30 be be VB cord-253171-l56qcbat 138 31 separated separate VBN cord-253171-l56qcbat 138 32 . . . cord-253171-l56qcbat 139 1 Thus thus RB cord-253171-l56qcbat 139 2 , , , cord-253171-l56qcbat 139 3 the the DT cord-253171-l56qcbat 139 4 high high JJ cord-253171-l56qcbat 139 5 false false JJ cord-253171-l56qcbat 139 6 negative negative JJ cord-253171-l56qcbat 139 7 rate rate NN cord-253171-l56qcbat 139 8 would would MD cord-253171-l56qcbat 139 9 be be VB cord-253171-l56qcbat 139 10 an an DT cord-253171-l56qcbat 139 11 issue issue NN cord-253171-l56qcbat 139 12 . . . cord-253171-l56qcbat 140 1 Tango Tango NNP cord-253171-l56qcbat 140 2 and and CC cord-253171-l56qcbat 140 3 Takahashi Takahashi NNP cord-253171-l56qcbat 140 4 suggested suggest VBD cord-253171-l56qcbat 140 5 that that IN cord-253171-l56qcbat 140 6 when when WRB cord-253171-l56qcbat 140 7 using use VBG cord-253171-l56qcbat 140 8 the the DT cord-253171-l56qcbat 140 9 irregular irregular JJ cord-253171-l56qcbat 140 10 scan scan JJ cord-253171-l56qcbat 140 11 statistic statistic NN cord-253171-l56qcbat 140 12 to to TO cord-253171-l56qcbat 140 13 detect detect VB cord-253171-l56qcbat 140 14 the the DT cord-253171-l56qcbat 140 15 aggregated aggregated JJ cord-253171-l56qcbat 140 16 region region NN cord-253171-l56qcbat 140 17 , , , cord-253171-l56qcbat 140 18 the the DT cord-253171-l56qcbat 140 19 coverage coverage NN cord-253171-l56qcbat 140 20 area area NN cord-253171-l56qcbat 140 21 of of IN cord-253171-l56qcbat 140 22 a a DT cord-253171-l56qcbat 140 23 single single JJ cord-253171-l56qcbat 140 24 region region NN cord-253171-l56qcbat 140 25 should should MD cord-253171-l56qcbat 140 26 not not RB cord-253171-l56qcbat 140 27 be be VB cord-253171-l56qcbat 140 28 more more JJR cord-253171-l56qcbat 140 29 than than IN cord-253171-l56qcbat 140 30 15 15 CD cord-253171-l56qcbat 140 31 % % NN cord-253171-l56qcbat 140 32 of of IN cord-253171-l56qcbat 140 33 the the DT cord-253171-l56qcbat 140 34 whole whole JJ cord-253171-l56qcbat 140 35 study study NN cord-253171-l56qcbat 140 36 area area NN cord-253171-l56qcbat 140 37 [ [ -LRB- cord-253171-l56qcbat 140 38 24 24 CD cord-253171-l56qcbat 140 39 , , , cord-253171-l56qcbat 140 40 25 25 CD cord-253171-l56qcbat 140 41 ] ] -RRB- cord-253171-l56qcbat 140 42 . . . cord-253171-l56qcbat 141 1 In in IN cord-253171-l56qcbat 141 2 addition addition NN cord-253171-l56qcbat 141 3 , , , cord-253171-l56qcbat 141 4 several several JJ cord-253171-l56qcbat 141 5 studies study NNS cord-253171-l56qcbat 141 6 also also RB cord-253171-l56qcbat 141 7 suggested suggest VBD cord-253171-l56qcbat 141 8 choosing choose VBG cord-253171-l56qcbat 141 9 an an DT cord-253171-l56qcbat 141 10 appropriate appropriate JJ cord-253171-l56qcbat 141 11 window window NN cord-253171-l56qcbat 141 12 which which WDT cord-253171-l56qcbat 141 13 could could MD cord-253171-l56qcbat 141 14 identify identify VB cord-253171-l56qcbat 141 15 the the DT cord-253171-l56qcbat 141 16 cluster cluster NN cord-253171-l56qcbat 141 17 areas area NNS cord-253171-l56qcbat 141 18 with with IN cord-253171-l56qcbat 141 19 less less JJR cord-253171-l56qcbat 141 20 overlap overlap VBP cord-253171-l56qcbat 141 21 [ [ -LRB- cord-253171-l56qcbat 141 22 4 4 CD cord-253171-l56qcbat 141 23 ] ] -RRB- cord-253171-l56qcbat 141 24 . . . cord-253171-l56qcbat 142 1 Based base VBN cord-253171-l56qcbat 142 2 on on IN cord-253171-l56qcbat 142 3 the the DT cord-253171-l56qcbat 142 4 Tango Tango NNP cord-253171-l56qcbat 142 5 's 's POS cord-253171-l56qcbat 142 6 criteria criterion NNS cord-253171-l56qcbat 142 7 , , , cord-253171-l56qcbat 142 8 we -PRON- PRP cord-253171-l56qcbat 142 9 analyzed analyze VBD cord-253171-l56qcbat 142 10 the the DT cord-253171-l56qcbat 142 11 data datum NNS cord-253171-l56qcbat 142 12 for for IN cord-253171-l56qcbat 142 13 many many JJ cord-253171-l56qcbat 142 14 times time NNS cord-253171-l56qcbat 142 15 by by IN cord-253171-l56qcbat 142 16 using use VBG cord-253171-l56qcbat 142 17 one one CD cord-253171-l56qcbat 142 18 window window NN cord-253171-l56qcbat 142 19 value value NN cord-253171-l56qcbat 142 20 at at IN cord-253171-l56qcbat 142 21 a a DT cord-253171-l56qcbat 142 22 time time NN cord-253171-l56qcbat 142 23 . . . cord-253171-l56qcbat 143 1 Finally finally RB cord-253171-l56qcbat 143 2 , , , cord-253171-l56qcbat 143 3 we -PRON- PRP cord-253171-l56qcbat 143 4 selected select VBD cord-253171-l56qcbat 143 5 the the DT cord-253171-l56qcbat 143 6 temporal temporal JJ cord-253171-l56qcbat 143 7 window window NN cord-253171-l56qcbat 143 8 covering cover VBG cord-253171-l56qcbat 143 9 30 30 CD cord-253171-l56qcbat 143 10 % % NN cord-253171-l56qcbat 143 11 of of IN cord-253171-l56qcbat 143 12 whole whole JJ cord-253171-l56qcbat 143 13 study study NN cord-253171-l56qcbat 143 14 period period NN cord-253171-l56qcbat 143 15 and and CC cord-253171-l56qcbat 143 16 the the DT cord-253171-l56qcbat 143 17 spatial spatial JJ cord-253171-l56qcbat 143 18 window window NN cord-253171-l56qcbat 143 19 covering cover VBG cord-253171-l56qcbat 143 20 7 7 CD cord-253171-l56qcbat 143 21 % % NN cord-253171-l56qcbat 143 22 of of IN cord-253171-l56qcbat 143 23 the the DT cord-253171-l56qcbat 143 24 population population NN cord-253171-l56qcbat 143 25 at at IN cord-253171-l56qcbat 143 26 risk risk NN cord-253171-l56qcbat 143 27 . . . cord-253171-l56qcbat 144 1 And and CC cord-253171-l56qcbat 144 2 the the DT cord-253171-l56qcbat 144 3 overlapping overlapping NN cord-253171-l56qcbat 144 4 of of IN cord-253171-l56qcbat 144 5 the the DT cord-253171-l56qcbat 144 6 identified identify VBN cord-253171-l56qcbat 144 7 high high JJ cord-253171-l56qcbat 144 8 - - HYPH cord-253171-l56qcbat 144 9 risk risk NN cord-253171-l56qcbat 144 10 clusters cluster NNS cord-253171-l56qcbat 144 11 was be VBD cord-253171-l56qcbat 144 12 not not RB cord-253171-l56qcbat 144 13 observed observe VBN cord-253171-l56qcbat 144 14 . . . cord-253171-l56qcbat 145 1 Our -PRON- PRP$ cord-253171-l56qcbat 145 2 temporal temporal JJ cord-253171-l56qcbat 145 3 scanning scanning NN cord-253171-l56qcbat 145 4 results result NNS cord-253171-l56qcbat 145 5 indicated indicate VBD cord-253171-l56qcbat 145 6 that that IN cord-253171-l56qcbat 145 7 there there EX cord-253171-l56qcbat 145 8 was be VBD cord-253171-l56qcbat 145 9 a a DT cord-253171-l56qcbat 145 10 high high JJ cord-253171-l56qcbat 145 11 - - HYPH cord-253171-l56qcbat 145 12 risk risk NN cord-253171-l56qcbat 145 13 period period NN cord-253171-l56qcbat 145 14 for for IN cord-253171-l56qcbat 145 15 TB TB NNP cord-253171-l56qcbat 145 16 incidents incident NNS cord-253171-l56qcbat 145 17 every every DT cord-253171-l56qcbat 145 18 year year NN cord-253171-l56qcbat 145 19 and and CC cord-253171-l56qcbat 145 20 during during IN cord-253171-l56qcbat 145 21 the the DT cord-253171-l56qcbat 145 22 entire entire JJ cord-253171-l56qcbat 145 23 8 8 CD cord-253171-l56qcbat 145 24 years year NNS cord-253171-l56qcbat 145 25 , , , cord-253171-l56qcbat 145 26 which which WDT cord-253171-l56qcbat 145 27 mainly mainly RB cord-253171-l56qcbat 145 28 occurred occur VBD cord-253171-l56qcbat 145 29 in in IN cord-253171-l56qcbat 145 30 spring spring NN cord-253171-l56qcbat 145 31 and and CC cord-253171-l56qcbat 145 32 early early JJ cord-253171-l56qcbat 145 33 summer summer NN cord-253171-l56qcbat 145 34 , , , cord-253171-l56qcbat 145 35 from from IN cord-253171-l56qcbat 145 36 January January NNP cord-253171-l56qcbat 145 37 to to IN cord-253171-l56qcbat 146 1 May. May NNP cord-253171-l56qcbat 146 2 As as IN cord-253171-l56qcbat 146 3 is be VBZ cord-253171-l56qcbat 146 4 known know VBN cord-253171-l56qcbat 146 5 , , , cord-253171-l56qcbat 146 6 during during IN cord-253171-l56qcbat 146 7 winter winter NN cord-253171-l56qcbat 146 8 , , , cord-253171-l56qcbat 146 9 the the DT cord-253171-l56qcbat 146 10 reduction reduction NN cord-253171-l56qcbat 146 11 in in IN cord-253171-l56qcbat 146 12 exposure exposure NN cord-253171-l56qcbat 146 13 to to IN cord-253171-l56qcbat 146 14 ultraviolet ultraviolet JJ cord-253171-l56qcbat 146 15 rays ray NNS cord-253171-l56qcbat 146 16 from from IN cord-253171-l56qcbat 146 17 sunlight sunlight NN cord-253171-l56qcbat 146 18 and and CC cord-253171-l56qcbat 146 19 the the DT cord-253171-l56qcbat 146 20 poor poor JJ cord-253171-l56qcbat 146 21 ventilation ventilation NN cord-253171-l56qcbat 146 22 in in IN cord-253171-l56qcbat 146 23 indoor indoor JJ cord-253171-l56qcbat 146 24 settings setting NNS cord-253171-l56qcbat 146 25 may may MD cord-253171-l56qcbat 146 26 increase increase VB cord-253171-l56qcbat 146 27 the the DT cord-253171-l56qcbat 146 28 incidences incidence NNS cord-253171-l56qcbat 146 29 of of IN cord-253171-l56qcbat 146 30 TB TB NNP cord-253171-l56qcbat 146 31 infections infection NNS cord-253171-l56qcbat 146 32 . . . cord-253171-l56qcbat 147 1 Additionally additionally RB cord-253171-l56qcbat 147 2 , , , cord-253171-l56qcbat 147 3 in in IN cord-253171-l56qcbat 147 4 the the DT cord-253171-l56qcbat 147 5 case case NN cord-253171-l56qcbat 147 6 of of IN cord-253171-l56qcbat 147 7 infectious infectious JJ cord-253171-l56qcbat 147 8 diseases disease NNS cord-253171-l56qcbat 147 9 , , , cord-253171-l56qcbat 147 10 time time NN cord-253171-l56qcbat 147 11 is be VBZ cord-253171-l56qcbat 147 12 needed need VBN cord-253171-l56qcbat 147 13 for for IN cord-253171-l56qcbat 147 14 the the DT cord-253171-l56qcbat 147 15 symptoms symptom NNS cord-253171-l56qcbat 147 16 to to TO cord-253171-l56qcbat 147 17 develop develop VB cord-253171-l56qcbat 147 18 and and CC cord-253171-l56qcbat 147 19 patients patient NNS cord-253171-l56qcbat 147 20 may may MD cord-253171-l56qcbat 147 21 lack lack VB cord-253171-l56qcbat 147 22 the the DT cord-253171-l56qcbat 147 23 knowledge knowledge NN cord-253171-l56qcbat 147 24 on on IN cord-253171-l56qcbat 147 25 where where WRB cord-253171-l56qcbat 147 26 to to TO cord-253171-l56qcbat 147 27 seek seek VB cord-253171-l56qcbat 147 28 care care NN cord-253171-l56qcbat 147 29 for for IN cord-253171-l56qcbat 147 30 TB TB NNP cord-253171-l56qcbat 147 31 . . . cord-253171-l56qcbat 148 1 All all PDT cord-253171-l56qcbat 148 2 these these DT cord-253171-l56qcbat 148 3 factors factor NNS cord-253171-l56qcbat 148 4 may may MD cord-253171-l56qcbat 148 5 delay delay VB cord-253171-l56qcbat 148 6 TB TB NNP cord-253171-l56qcbat 148 7 diagnosis diagnosis NN cord-253171-l56qcbat 148 8 and and CC cord-253171-l56qcbat 148 9 treatment treatment NN cord-253171-l56qcbat 148 10 [ [ -LRB- cord-253171-l56qcbat 148 11 4 4 CD cord-253171-l56qcbat 148 12 ] ] -RRB- cord-253171-l56qcbat 148 13 . . . cord-253171-l56qcbat 149 1 Some some DT cord-253171-l56qcbat 149 2 studies study NNS cord-253171-l56qcbat 149 3 reported report VBD cord-253171-l56qcbat 149 4 that that IN cord-253171-l56qcbat 149 5 the the DT cord-253171-l56qcbat 149 6 average average JJ cord-253171-l56qcbat 149 7 incubation incubation NN cord-253171-l56qcbat 149 8 period period NN cord-253171-l56qcbat 149 9 of of IN cord-253171-l56qcbat 149 10 TB TB NNP cord-253171-l56qcbat 149 11 infection infection NN cord-253171-l56qcbat 149 12 ranges range VBZ cord-253171-l56qcbat 149 13 from from IN cord-253171-l56qcbat 149 14 4 4 CD cord-253171-l56qcbat 149 15 to to TO cord-253171-l56qcbat 149 16 8 8 CD cord-253171-l56qcbat 149 17 weeks week NNS cord-253171-l56qcbat 149 18 , , , cord-253171-l56qcbat 149 19 with with IN cord-253171-l56qcbat 149 20 a a DT cord-253171-l56qcbat 149 21 2-month 2-month JJ cord-253171-l56qcbat 149 22 interval interval NN cord-253171-l56qcbat 149 23 from from IN cord-253171-l56qcbat 149 24 the the DT cord-253171-l56qcbat 149 25 appearance appearance NN cord-253171-l56qcbat 149 26 of of IN cord-253171-l56qcbat 149 27 symptoms symptom NNS cord-253171-l56qcbat 149 28 to to IN cord-253171-l56qcbat 149 29 medical medical JJ cord-253171-l56qcbat 149 30 diagnosis diagnosis NN cord-253171-l56qcbat 149 31 [ [ -LRB- cord-253171-l56qcbat 149 32 33 33 CD cord-253171-l56qcbat 149 33 ] ] -RRB- cord-253171-l56qcbat 149 34 . . . cord-253171-l56qcbat 150 1 Therefore therefore RB cord-253171-l56qcbat 150 2 , , , cord-253171-l56qcbat 150 3 the the DT cord-253171-l56qcbat 150 4 high high JJ cord-253171-l56qcbat 150 5 - - HYPH cord-253171-l56qcbat 150 6 risk risk NN cord-253171-l56qcbat 150 7 periods period NNS cord-253171-l56qcbat 150 8 in in IN cord-253171-l56qcbat 150 9 spring spring NN cord-253171-l56qcbat 150 10 and and CC cord-253171-l56qcbat 150 11 early early JJ cord-253171-l56qcbat 150 12 summer summer NN cord-253171-l56qcbat 150 13 complied comply VBD cord-253171-l56qcbat 150 14 with with IN cord-253171-l56qcbat 150 15 the the DT cord-253171-l56qcbat 150 16 disease disease NN cord-253171-l56qcbat 150 17 characteristics characteristic NNS cord-253171-l56qcbat 150 18 . . . cord-253171-l56qcbat 151 1 Such such JJ cord-253171-l56qcbat 151 2 seasonal seasonal JJ cord-253171-l56qcbat 151 3 patterns pattern NNS cord-253171-l56qcbat 151 4 were be VBD cord-253171-l56qcbat 151 5 consistent consistent JJ cord-253171-l56qcbat 151 6 with with IN cord-253171-l56qcbat 151 7 the the DT cord-253171-l56qcbat 151 8 previous previous JJ cord-253171-l56qcbat 151 9 studies study NNS cord-253171-l56qcbat 151 10 done do VBN cord-253171-l56qcbat 151 11 in in IN cord-253171-l56qcbat 151 12 Yunnan Yunnan NNP cord-253171-l56qcbat 151 13 province province NN cord-253171-l56qcbat 151 14 , , , cord-253171-l56qcbat 151 15 where where WRB cord-253171-l56qcbat 151 16 is be VBZ cord-253171-l56qcbat 151 17 the the DT cord-253171-l56qcbat 151 18 registration registration NN cord-253171-l56qcbat 151 19 peak peak NN cord-253171-l56qcbat 151 20 of of IN cord-253171-l56qcbat 151 21 TB TB NNP cord-253171-l56qcbat 151 22 cases case NNS cord-253171-l56qcbat 151 23 during during IN cord-253171-l56qcbat 151 24 spring spring NN cord-253171-l56qcbat 151 25 [ [ -LRB- cord-253171-l56qcbat 151 26 34 34 CD cord-253171-l56qcbat 151 27 ] ] -RRB- cord-253171-l56qcbat 151 28 . . . cord-253171-l56qcbat 152 1 Additionally additionally RB cord-253171-l56qcbat 152 2 , , , cord-253171-l56qcbat 152 3 spatial spatial JJ cord-253171-l56qcbat 152 4 scanning scanning NN cord-253171-l56qcbat 152 5 results result NNS cord-253171-l56qcbat 152 6 displayed display VBD cord-253171-l56qcbat 152 7 statistically statistically RB cord-253171-l56qcbat 152 8 significant significant JJ cord-253171-l56qcbat 152 9 5 5 CD cord-253171-l56qcbat 152 10 - - SYM cord-253171-l56qcbat 152 11 7 7 CD cord-253171-l56qcbat 152 12 cluster cluster NN cord-253171-l56qcbat 152 13 areas area NNS cord-253171-l56qcbat 152 14 for for IN cord-253171-l56qcbat 152 15 TB TB NNP cord-253171-l56qcbat 152 16 diseases disease NNS cord-253171-l56qcbat 152 17 in in IN cord-253171-l56qcbat 152 18 Qinghai Qinghai NNP cord-253171-l56qcbat 152 19 each each DT cord-253171-l56qcbat 152 20 year year NN cord-253171-l56qcbat 152 21 , , , cord-253171-l56qcbat 152 22 which which WDT cord-253171-l56qcbat 152 23 were be VBD cord-253171-l56qcbat 152 24 similar similar JJ cord-253171-l56qcbat 152 25 to to IN cord-253171-l56qcbat 152 26 the the DT cord-253171-l56qcbat 152 27 results result NNS cord-253171-l56qcbat 152 28 of of IN cord-253171-l56qcbat 152 29 our -PRON- PRP$ cord-253171-l56qcbat 152 30 previous previous JJ cord-253171-l56qcbat 152 31 study study NN cord-253171-l56qcbat 152 32 [ [ -LRB- cord-253171-l56qcbat 152 33 7 7 CD cord-253171-l56qcbat 152 34 ] ] -RRB- cord-253171-l56qcbat 152 35 . . . cord-253171-l56qcbat 153 1 Compared compare VBN cord-253171-l56qcbat 153 2 with with IN cord-253171-l56qcbat 153 3 the the DT cord-253171-l56qcbat 153 4 median median JJ cord-253171-l56qcbat 153 5 incidence incidence NN cord-253171-l56qcbat 153 6 rate rate NN cord-253171-l56qcbat 153 7 of of IN cord-253171-l56qcbat 153 8 TB TB NNP cord-253171-l56qcbat 153 9 ( ( -LRB- cord-253171-l56qcbat 153 10 69/100000 69/100000 CD cord-253171-l56qcbat 153 11 ) ) -RRB- cord-253171-l56qcbat 153 12 out out IN cord-253171-l56qcbat 153 13 of of IN cord-253171-l56qcbat 153 14 the the DT cord-253171-l56qcbat 153 15 cluster cluster NN cord-253171-l56qcbat 153 16 areas area NNS cord-253171-l56qcbat 153 17 , , , cord-253171-l56qcbat 153 18 TB TB NNP cord-253171-l56qcbat 153 19 incidence incidence NN cord-253171-l56qcbat 153 20 in in IN cord-253171-l56qcbat 153 21 our -PRON- PRP$ cord-253171-l56qcbat 153 22 identified identify VBN cord-253171-l56qcbat 153 23 TB TB NNP cord-253171-l56qcbat 153 24 cluster cluster NN cord-253171-l56qcbat 153 25 was be VBD cord-253171-l56qcbat 153 26 higher high JJR cord-253171-l56qcbat 153 27 than than IN cord-253171-l56qcbat 153 28 263/100000 263/100000 CD cord-253171-l56qcbat 153 29 . . . cord-253171-l56qcbat 154 1 This this DT cord-253171-l56qcbat 154 2 indirectly indirectly RB cord-253171-l56qcbat 154 3 suggested suggest VBD cord-253171-l56qcbat 154 4 a a DT cord-253171-l56qcbat 154 5 relatively relatively RB cord-253171-l56qcbat 154 6 high high JJ cord-253171-l56qcbat 154 7 sensitivity sensitivity NN cord-253171-l56qcbat 154 8 of of IN cord-253171-l56qcbat 154 9 this this DT cord-253171-l56qcbat 154 10 scanning scanning NN cord-253171-l56qcbat 154 11 method method NN cord-253171-l56qcbat 154 12 . . . cord-253171-l56qcbat 155 1 The the DT cord-253171-l56qcbat 155 2 spatiotemporal spatiotemporal JJ cord-253171-l56qcbat 155 3 model model NN cord-253171-l56qcbat 155 4 used use VBN cord-253171-l56qcbat 155 5 in in IN cord-253171-l56qcbat 155 6 this this DT cord-253171-l56qcbat 155 7 study study NN cord-253171-l56qcbat 155 8 simultaneously simultaneously RB cord-253171-l56qcbat 155 9 considered consider VBN cord-253171-l56qcbat 155 10 time time NN cord-253171-l56qcbat 155 11 and and CC cord-253171-l56qcbat 155 12 space space NN cord-253171-l56qcbat 155 13 distributions distribution NNS cord-253171-l56qcbat 155 14 . . . cord-253171-l56qcbat 156 1 Compared compare VBN cord-253171-l56qcbat 156 2 with with IN cord-253171-l56qcbat 156 3 the the DT cord-253171-l56qcbat 156 4 separated separated JJ cord-253171-l56qcbat 156 5 spatial spatial JJ cord-253171-l56qcbat 156 6 scanning scanning NN cord-253171-l56qcbat 156 7 model model NN cord-253171-l56qcbat 156 8 and and CC cord-253171-l56qcbat 156 9 temporal temporal JJ cord-253171-l56qcbat 156 10 scanning scanning NN cord-253171-l56qcbat 156 11 model model NN cord-253171-l56qcbat 156 12 , , , cord-253171-l56qcbat 156 13 the the DT cord-253171-l56qcbat 156 14 time time NN cord-253171-l56qcbat 156 15 - - HYPH cord-253171-l56qcbat 156 16 space space NN cord-253171-l56qcbat 156 17 scanning scanning NN cord-253171-l56qcbat 156 18 makes make VBZ cord-253171-l56qcbat 156 19 a a DT cord-253171-l56qcbat 156 20 conclusion conclusion NN cord-253171-l56qcbat 156 21 more more RBR cord-253171-l56qcbat 156 22 closely closely RB cord-253171-l56qcbat 156 23 to to IN cord-253171-l56qcbat 156 24 the the DT cord-253171-l56qcbat 156 25 real real JJ cord-253171-l56qcbat 156 26 - - HYPH cord-253171-l56qcbat 156 27 world world NN cord-253171-l56qcbat 156 28 situation situation NN cord-253171-l56qcbat 156 29 . . . cord-253171-l56qcbat 157 1 Using use VBG cord-253171-l56qcbat 157 2 this this DT cord-253171-l56qcbat 157 3 model model NN cord-253171-l56qcbat 157 4 to to TO cord-253171-l56qcbat 157 5 detect detect VB cord-253171-l56qcbat 157 6 the the DT cord-253171-l56qcbat 157 7 spatio spatio JJ cord-253171-l56qcbat 157 8 - - HYPH cord-253171-l56qcbat 157 9 temporal temporal JJ cord-253171-l56qcbat 157 10 distribution distribution NN cord-253171-l56qcbat 157 11 of of IN cord-253171-l56qcbat 157 12 TB TB NNP cord-253171-l56qcbat 157 13 in in IN cord-253171-l56qcbat 157 14 Qinghai Qinghai NNP cord-253171-l56qcbat 157 15 , , , cord-253171-l56qcbat 157 16 from from IN cord-253171-l56qcbat 157 17 2009 2009 CD cord-253171-l56qcbat 157 18 to to IN cord-253171-l56qcbat 157 19 2016 2016 CD cord-253171-l56qcbat 157 20 , , , cord-253171-l56qcbat 157 21 we -PRON- PRP cord-253171-l56qcbat 157 22 found find VBD cord-253171-l56qcbat 157 23 that that IN cord-253171-l56qcbat 157 24 the the DT cord-253171-l56qcbat 157 25 highrisk highrisk NNP cord-253171-l56qcbat 157 26 counties county NNS cord-253171-l56qcbat 157 27 were be VBD cord-253171-l56qcbat 157 28 concentrated concentrate VBN cord-253171-l56qcbat 157 29 in in IN cord-253171-l56qcbat 157 30 the the DT cord-253171-l56qcbat 157 31 southwest southwest NN cord-253171-l56qcbat 157 32 Qinghai Qinghai NNP cord-253171-l56qcbat 157 33 , , , cord-253171-l56qcbat 157 34 from from IN cord-253171-l56qcbat 157 35 September September NNP cord-253171-l56qcbat 157 36 2014 2014 CD cord-253171-l56qcbat 157 37 to to IN cord-253171-l56qcbat 157 38 December December NNP cord-253171-l56qcbat 157 39 2016 2016 CD cord-253171-l56qcbat 157 40 . . . cord-253171-l56qcbat 158 1 During during IN cord-253171-l56qcbat 158 2 this this DT cord-253171-l56qcbat 158 3 period period NN cord-253171-l56qcbat 158 4 , , , cord-253171-l56qcbat 158 5 the the DT cord-253171-l56qcbat 158 6 risk risk NN cord-253171-l56qcbat 158 7 of of IN cord-253171-l56qcbat 158 8 TB TB NNP cord-253171-l56qcbat 158 9 infection infection NN cord-253171-l56qcbat 158 10 in in IN cord-253171-l56qcbat 158 11 these these DT cord-253171-l56qcbat 158 12 areas area NNS cord-253171-l56qcbat 158 13 was be VBD cord-253171-l56qcbat 158 14 obviously obviously RB cord-253171-l56qcbat 158 15 higher high JJR cord-253171-l56qcbat 158 16 than than IN cord-253171-l56qcbat 158 17 in in IN cord-253171-l56qcbat 158 18 other other JJ cord-253171-l56qcbat 158 19 areas area NNS cord-253171-l56qcbat 158 20 , , , cord-253171-l56qcbat 158 21 especially especially RB cord-253171-l56qcbat 158 22 in in IN cord-253171-l56qcbat 158 23 the the DT cord-253171-l56qcbat 158 24 Zhiduo Zhiduo NNP cord-253171-l56qcbat 158 25 County County NNP cord-253171-l56qcbat 158 26 . . . cord-253171-l56qcbat 159 1 In in IN cord-253171-l56qcbat 159 2 these these DT cord-253171-l56qcbat 159 3 areas area NNS cord-253171-l56qcbat 159 4 , , , cord-253171-l56qcbat 159 5 the the DT cord-253171-l56qcbat 159 6 inhabitants inhabitant NNS cord-253171-l56qcbat 159 7 have have VBP cord-253171-l56qcbat 159 8 very very RB cord-253171-l56qcbat 159 9 low low JJ cord-253171-l56qcbat 159 10 income income NN cord-253171-l56qcbat 159 11 , , , cord-253171-l56qcbat 159 12 as as RB cord-253171-l56qcbat 159 13 well well RB cord-253171-l56qcbat 159 14 as as IN cord-253171-l56qcbat 159 15 poorer poor JJR cord-253171-l56qcbat 159 16 living living NN cord-253171-l56qcbat 159 17 conditions condition NNS cord-253171-l56qcbat 159 18 and and CC cord-253171-l56qcbat 159 19 sanitation sanitation NN cord-253171-l56qcbat 159 20 compared compare VBN cord-253171-l56qcbat 159 21 to to IN cord-253171-l56qcbat 159 22 the the DT cord-253171-l56qcbat 159 23 eastern eastern JJ cord-253171-l56qcbat 159 24 region region NN cord-253171-l56qcbat 159 25 of of IN cord-253171-l56qcbat 159 26 Qinghai Qinghai NNP cord-253171-l56qcbat 159 27 . . . cord-253171-l56qcbat 160 1 Many many JJ cord-253171-l56qcbat 160 2 studies study NNS cord-253171-l56qcbat 160 3 have have VBP cord-253171-l56qcbat 160 4 showed show VBN cord-253171-l56qcbat 160 5 that that IN cord-253171-l56qcbat 160 6 poverty poverty NN cord-253171-l56qcbat 160 7 is be VBZ cord-253171-l56qcbat 160 8 one one CD cord-253171-l56qcbat 160 9 of of IN cord-253171-l56qcbat 160 10 the the DT cord-253171-l56qcbat 160 11 most most RBS cord-253171-l56qcbat 160 12 important important JJ cord-253171-l56qcbat 160 13 social social JJ cord-253171-l56qcbat 160 14 factors factor NNS cord-253171-l56qcbat 160 15 responsible responsible JJ cord-253171-l56qcbat 160 16 for for IN cord-253171-l56qcbat 160 17 the the DT cord-253171-l56qcbat 160 18 high high JJ cord-253171-l56qcbat 160 19 prevalence prevalence NN cord-253171-l56qcbat 160 20 of of IN cord-253171-l56qcbat 160 21 TB TB NNP cord-253171-l56qcbat 160 22 , , , cord-253171-l56qcbat 160 23 and and CC cord-253171-l56qcbat 160 24 also also RB cord-253171-l56qcbat 160 25 the the DT cord-253171-l56qcbat 160 26 socio socio JJ cord-253171-l56qcbat 160 27 - - JJ cord-253171-l56qcbat 160 28 economic economic JJ cord-253171-l56qcbat 160 29 status status NN cord-253171-l56qcbat 160 30 may may MD cord-253171-l56qcbat 160 31 contribute contribute VB cord-253171-l56qcbat 160 32 to to IN cord-253171-l56qcbat 160 33 the the DT cord-253171-l56qcbat 160 34 high high JJ cord-253171-l56qcbat 160 35 risk risk NN cord-253171-l56qcbat 160 36 of of IN cord-253171-l56qcbat 160 37 TB TB NNP cord-253171-l56qcbat 160 38 [ [ -LRB- cord-253171-l56qcbat 160 39 4 4 CD cord-253171-l56qcbat 160 40 ] ] -RRB- cord-253171-l56qcbat 160 41 . . . cord-253171-l56qcbat 161 1 Our -PRON- PRP$ cord-253171-l56qcbat 161 2 result result NN cord-253171-l56qcbat 161 3 indicated indicate VBD cord-253171-l56qcbat 161 4 that that IN cord-253171-l56qcbat 161 5 further further JJ cord-253171-l56qcbat 161 6 prevention prevention NN cord-253171-l56qcbat 161 7 and and CC cord-253171-l56qcbat 161 8 special special JJ cord-253171-l56qcbat 161 9 TB TB NNP cord-253171-l56qcbat 161 10 control control NN cord-253171-l56qcbat 161 11 strategies strategy NNS cord-253171-l56qcbat 161 12 should should MD cord-253171-l56qcbat 161 13 be be VB cord-253171-l56qcbat 161 14 considered consider VBN cord-253171-l56qcbat 161 15 in in IN cord-253171-l56qcbat 161 16 relation relation NN cord-253171-l56qcbat 161 17 with with IN cord-253171-l56qcbat 161 18 the the DT cord-253171-l56qcbat 161 19 economical economical JJ cord-253171-l56qcbat 161 20 and and CC cord-253171-l56qcbat 161 21 sanitary sanitary JJ cord-253171-l56qcbat 161 22 level level NN cord-253171-l56qcbat 161 23 in in IN cord-253171-l56qcbat 161 24 the the DT cord-253171-l56qcbat 161 25 clustered clustered JJ cord-253171-l56qcbat 161 26 areas area NNS cord-253171-l56qcbat 161 27 . . . cord-253171-l56qcbat 162 1 Our -PRON- PRP$ cord-253171-l56qcbat 162 2 study study NN cord-253171-l56qcbat 162 3 also also RB cord-253171-l56qcbat 162 4 demonstrated demonstrate VBD cord-253171-l56qcbat 162 5 the the DT cord-253171-l56qcbat 162 6 usefulness usefulness NN cord-253171-l56qcbat 162 7 of of IN cord-253171-l56qcbat 162 8 spatial spatial JJ cord-253171-l56qcbat 162 9 and and CC cord-253171-l56qcbat 162 10 temporal temporal JJ cord-253171-l56qcbat 162 11 clustering clustering NN cord-253171-l56qcbat 162 12 analysis analysis NN cord-253171-l56qcbat 162 13 using use VBG cord-253171-l56qcbat 162 14 the the DT cord-253171-l56qcbat 162 15 ArcGIS ArcGIS NNP cord-253171-l56qcbat 162 16 and and CC cord-253171-l56qcbat 162 17 SaTScan satscan JJ cord-253171-l56qcbat 162 18 to to TO cord-253171-l56qcbat 162 19 identify identify VB cord-253171-l56qcbat 162 20 the the DT cord-253171-l56qcbat 162 21 significant significant JJ cord-253171-l56qcbat 162 22 space space NN cord-253171-l56qcbat 162 23 - - HYPH cord-253171-l56qcbat 162 24 time time NN cord-253171-l56qcbat 162 25 clusters cluster NNS cord-253171-l56qcbat 162 26 of of IN cord-253171-l56qcbat 162 27 TB TB NNP cord-253171-l56qcbat 162 28 in in IN cord-253171-l56qcbat 162 29 Qinghai Qinghai NNP cord-253171-l56qcbat 162 30 . . . cord-253171-l56qcbat 163 1 This this DT cord-253171-l56qcbat 163 2 could could MD cord-253171-l56qcbat 163 3 be be VB cord-253171-l56qcbat 163 4 used use VBN cord-253171-l56qcbat 163 5 to to TO cord-253171-l56qcbat 163 6 provide provide VB cord-253171-l56qcbat 163 7 strategies strategy NNS cord-253171-l56qcbat 163 8 for for IN cord-253171-l56qcbat 163 9 TB TB NNP cord-253171-l56qcbat 163 10 prevention prevention NN cord-253171-l56qcbat 163 11 at at IN cord-253171-l56qcbat 163 12 the the DT cord-253171-l56qcbat 163 13 county county NN cord-253171-l56qcbat 163 14 level level NN cord-253171-l56qcbat 163 15 . . . cord-253171-l56qcbat 164 1 However however RB cord-253171-l56qcbat 164 2 , , , cord-253171-l56qcbat 164 3 the the DT cord-253171-l56qcbat 164 4 study study NN cord-253171-l56qcbat 164 5 had have VBD cord-253171-l56qcbat 164 6 limitations limitation NNS cord-253171-l56qcbat 164 7 on on IN cord-253171-l56qcbat 164 8 analysis analysis NN cord-253171-l56qcbat 164 9 . . . cord-253171-l56qcbat 165 1 First first RB cord-253171-l56qcbat 165 2 , , , cord-253171-l56qcbat 165 3 it -PRON- PRP cord-253171-l56qcbat 165 4 is be VBZ cord-253171-l56qcbat 165 5 important important JJ cord-253171-l56qcbat 165 6 to to TO cord-253171-l56qcbat 165 7 note note VB cord-253171-l56qcbat 165 8 that that IN cord-253171-l56qcbat 165 9 the the DT cord-253171-l56qcbat 165 10 data datum NNS cord-253171-l56qcbat 165 11 were be VBD cord-253171-l56qcbat 165 12 analyzed analyze VBN cord-253171-l56qcbat 165 13 at at IN cord-253171-l56qcbat 165 14 the the DT cord-253171-l56qcbat 165 15 county county NN cord-253171-l56qcbat 165 16 level level NN cord-253171-l56qcbat 165 17 , , , cord-253171-l56qcbat 165 18 which which WDT cord-253171-l56qcbat 165 19 is be VBZ cord-253171-l56qcbat 165 20 not not RB cord-253171-l56qcbat 165 21 the the DT cord-253171-l56qcbat 165 22 smallest small JJS cord-253171-l56qcbat 165 23 unit unit NN cord-253171-l56qcbat 165 24 of of IN cord-253171-l56qcbat 165 25 administrative administrative JJ cord-253171-l56qcbat 165 26 regionalization regionalization NN cord-253171-l56qcbat 165 27 . . . cord-253171-l56qcbat 166 1 Thus thus RB cord-253171-l56qcbat 166 2 , , , cord-253171-l56qcbat 166 3 we -PRON- PRP cord-253171-l56qcbat 166 4 may may MD cord-253171-l56qcbat 166 5 exclude exclude VB cord-253171-l56qcbat 166 6 several several JJ cord-253171-l56qcbat 166 7 critical critical JJ cord-253171-l56qcbat 166 8 factors factor NNS cord-253171-l56qcbat 166 9 . . . cord-253171-l56qcbat 167 1 Second second RB cord-253171-l56qcbat 167 2 , , , cord-253171-l56qcbat 167 3 the the DT cord-253171-l56qcbat 167 4 influence influence NN cord-253171-l56qcbat 167 5 of of IN cord-253171-l56qcbat 167 6 weather weather NN cord-253171-l56qcbat 167 7 and and CC cord-253171-l56qcbat 167 8 socio socio JJ cord-253171-l56qcbat 167 9 - - HYPH cord-253171-l56qcbat 167 10 economic economic JJ cord-253171-l56qcbat 167 11 factors factor NNS cord-253171-l56qcbat 167 12 were be VBD cord-253171-l56qcbat 167 13 not not RB cord-253171-l56qcbat 167 14 included include VBN cord-253171-l56qcbat 167 15 in in IN cord-253171-l56qcbat 167 16 this this DT cord-253171-l56qcbat 167 17 study study NN cord-253171-l56qcbat 167 18 . . . cord-253171-l56qcbat 168 1 Our -PRON- PRP$ cord-253171-l56qcbat 168 2 study study NN cord-253171-l56qcbat 168 3 analyzed analyze VBD cord-253171-l56qcbat 168 4 the the DT cord-253171-l56qcbat 168 5 spatial spatial JJ cord-253171-l56qcbat 168 6 , , , cord-253171-l56qcbat 168 7 temporal temporal JJ cord-253171-l56qcbat 168 8 , , , cord-253171-l56qcbat 168 9 and and CC cord-253171-l56qcbat 168 10 space space NN cord-253171-l56qcbat 168 11 - - HYPH cord-253171-l56qcbat 168 12 time time NN cord-253171-l56qcbat 168 13 clusters cluster NNS cord-253171-l56qcbat 168 14 of of IN cord-253171-l56qcbat 168 15 TB TB NNP cord-253171-l56qcbat 168 16 incidents incident NNS cord-253171-l56qcbat 168 17 at at IN cord-253171-l56qcbat 168 18 the the DT cord-253171-l56qcbat 168 19 county county NN cord-253171-l56qcbat 168 20 level level NN cord-253171-l56qcbat 168 21 in in IN cord-253171-l56qcbat 168 22 Qinghai Qinghai NNP cord-253171-l56qcbat 168 23 , , , cord-253171-l56qcbat 168 24 from from IN cord-253171-l56qcbat 168 25 2009 2009 CD cord-253171-l56qcbat 168 26 to to IN cord-253171-l56qcbat 168 27 2016 2016 CD cord-253171-l56qcbat 168 28 , , , cord-253171-l56qcbat 168 29 using use VBG cord-253171-l56qcbat 168 30 the the DT cord-253171-l56qcbat 168 31 Kulldorff Kulldorff NNP cord-253171-l56qcbat 168 32 's 's POS cord-253171-l56qcbat 168 33 retrospective retrospective JJ cord-253171-l56qcbat 168 34 scan scan JJ cord-253171-l56qcbat 168 35 statistic statistic NN cord-253171-l56qcbat 168 36 methods method NNS cord-253171-l56qcbat 168 37 . . . cord-253171-l56qcbat 169 1 The the DT cord-253171-l56qcbat 169 2 spatial spatial JJ cord-253171-l56qcbat 169 3 and and CC cord-253171-l56qcbat 169 4 temporal temporal JJ cord-253171-l56qcbat 169 5 clusters cluster NNS cord-253171-l56qcbat 169 6 were be VBD cord-253171-l56qcbat 169 7 statistically statistically RB cord-253171-l56qcbat 169 8 significant significant JJ cord-253171-l56qcbat 169 9 every every DT cord-253171-l56qcbat 169 10 year year NN cord-253171-l56qcbat 169 11 , , , cord-253171-l56qcbat 169 12 and and CC cord-253171-l56qcbat 169 13 the the DT cord-253171-l56qcbat 169 14 spacetime spacetime NN cord-253171-l56qcbat 169 15 scanning scanning NN cord-253171-l56qcbat 169 16 result result NN cord-253171-l56qcbat 169 17 indicated indicate VBD cord-253171-l56qcbat 169 18 eight eight CD cord-253171-l56qcbat 169 19 high high JJ cord-253171-l56qcbat 169 20 - - HYPH cord-253171-l56qcbat 169 21 risk risk NN cord-253171-l56qcbat 169 22 areas area NNS cord-253171-l56qcbat 169 23 for for IN cord-253171-l56qcbat 169 24 TB TB NNP cord-253171-l56qcbat 169 25 incidents incident NNS cord-253171-l56qcbat 169 26 which which WDT cord-253171-l56qcbat 169 27 were be VBD cord-253171-l56qcbat 169 28 predominantly predominantly RB cord-253171-l56qcbat 169 29 located locate VBN cord-253171-l56qcbat 169 30 in in IN cord-253171-l56qcbat 169 31 the the DT cord-253171-l56qcbat 169 32 southwest southwest NN cord-253171-l56qcbat 169 33 Qinghai Qinghai NNP cord-253171-l56qcbat 169 34 . . . cord-253171-l56qcbat 170 1 These these DT cord-253171-l56qcbat 170 2 results result NNS cord-253171-l56qcbat 170 3 suggested suggest VBD cord-253171-l56qcbat 170 4 that that IN cord-253171-l56qcbat 170 5 it -PRON- PRP cord-253171-l56qcbat 170 6 is be VBZ cord-253171-l56qcbat 170 7 urgent urgent JJ cord-253171-l56qcbat 170 8 to to TO cord-253171-l56qcbat 170 9 establish establish VB cord-253171-l56qcbat 170 10 the the DT cord-253171-l56qcbat 170 11 preventive preventive JJ cord-253171-l56qcbat 170 12 and and CC cord-253171-l56qcbat 170 13 controlling control VBG cord-253171-l56qcbat 170 14 strategies strategy NNS cord-253171-l56qcbat 170 15 to to TO cord-253171-l56qcbat 170 16 decrease decrease VB cord-253171-l56qcbat 170 17 the the DT cord-253171-l56qcbat 170 18 TB TB NNP cord-253171-l56qcbat 170 19 incidence incidence NN cord-253171-l56qcbat 170 20 in in IN cord-253171-l56qcbat 170 21 Qinghai Qinghai NNP cord-253171-l56qcbat 170 22 by by IN cord-253171-l56qcbat 170 23 Qinghai Qinghai NNP cord-253171-l56qcbat 170 24 government government NN cord-253171-l56qcbat 170 25 and and CC cord-253171-l56qcbat 170 26 the the DT cord-253171-l56qcbat 170 27 Center Center NNP cord-253171-l56qcbat 170 28 for for IN cord-253171-l56qcbat 170 29 Disease Disease NNP cord-253171-l56qcbat 170 30 Control Control NNP cord-253171-l56qcbat 170 31 and and CC cord-253171-l56qcbat 170 32 Prevention Prevention NNP cord-253171-l56qcbat 170 33 . . . cord-253171-l56qcbat 171 1 Additional additional JJ cord-253171-l56qcbat 171 2 file file NN cord-253171-l56qcbat 171 3 1 1 CD cord-253171-l56qcbat 171 4 : : : cord-253171-l56qcbat 171 5 Table table NN cord-253171-l56qcbat 171 6 S1 S1 NNP cord-253171-l56qcbat 171 7 . . . cord-253171-l56qcbat 172 1 Temporal temporal JJ cord-253171-l56qcbat 172 2 clustering clustering NN cord-253171-l56qcbat 172 3 of of IN cord-253171-l56qcbat 172 4 TB TB NNP cord-253171-l56qcbat 172 5 incidents incident NNS cord-253171-l56qcbat 172 6 monthly monthly RB cord-253171-l56qcbat 172 7 in in IN cord-253171-l56qcbat 172 8 Qinghai Qinghai NNP cord-253171-l56qcbat 172 9 , , , cord-253171-l56qcbat 172 10 China China NNP cord-253171-l56qcbat 172 11 , , , cord-253171-l56qcbat 172 12 2009 2009 CD cord-253171-l56qcbat 172 13 - - SYM cord-253171-l56qcbat 172 14 2013 2013 CD cord-253171-l56qcbat 172 15 . . . cord-253171-l56qcbat 173 1 We -PRON- PRP cord-253171-l56qcbat 173 2 set set VBD cord-253171-l56qcbat 173 3 the the DT cord-253171-l56qcbat 173 4 maximum maximum JJ cord-253171-l56qcbat 173 5 size size NN cord-253171-l56qcbat 173 6 for for IN cord-253171-l56qcbat 173 7 temporal temporal JJ cord-253171-l56qcbat 173 8 scanning scanning NN cord-253171-l56qcbat 173 9 to to TO cord-253171-l56qcbat 173 10 be be VB cord-253171-l56qcbat 173 11 18 18 CD cord-253171-l56qcbat 173 12 months month NNS cord-253171-l56qcbat 173 13 , , , cord-253171-l56qcbat 173 14 nearly nearly RB cord-253171-l56qcbat 173 15 30 30 CD cord-253171-l56qcbat 173 16 % % NN cord-253171-l56qcbat 173 17 of of IN cord-253171-l56qcbat 173 18 the the DT cord-253171-l56qcbat 173 19 total total JJ cord-253171-l56qcbat 173 20 study study NN cord-253171-l56qcbat 173 21 period period NN cord-253171-l56qcbat 173 22 , , , cord-253171-l56qcbat 173 23 by by IN cord-253171-l56qcbat 173 24 which which WDT cord-253171-l56qcbat 173 25 the the DT cord-253171-l56qcbat 173 26 scan scan JJ cord-253171-l56qcbat 173 27 result result NN cord-253171-l56qcbat 173 28 was be VBD cord-253171-l56qcbat 173 29 best good JJS cord-253171-l56qcbat 173 30 to to TO cord-253171-l56qcbat 173 31 fit fit VB cord-253171-l56qcbat 173 32 the the DT cord-253171-l56qcbat 173 33 raw raw JJ cord-253171-l56qcbat 173 34 time time NN cord-253171-l56qcbat 173 35 - - HYPH cord-253171-l56qcbat 173 36 series series NN cord-253171-l56qcbat 173 37 data datum NNS cord-253171-l56qcbat 173 38 of of IN cord-253171-l56qcbat 173 39 TB TB NNP cord-253171-l56qcbat 173 40 incidents incident NNS cord-253171-l56qcbat 173 41 . . . cord-253171-l56qcbat 173 42 _SP cord-253171-l56qcbat 174 1 The the DT cord-253171-l56qcbat 174 2 WHO who WP cord-253171-l56qcbat 174 3 2014 2014 VBZ cord-253171-l56qcbat 174 4 global global JJ cord-253171-l56qcbat 174 5 tuberculosis tuberculosis NN cord-253171-l56qcbat 174 6 report report NN cord-253171-l56qcbat 174 7 - - : cord-253171-l56qcbat 174 8 further further RB cord-253171-l56qcbat 174 9 to to TO cord-253171-l56qcbat 174 10 go go VB cord-253171-l56qcbat 174 11 Space space NN cord-253171-l56qcbat 174 12 - - HYPH cord-253171-l56qcbat 174 13 time time NN cord-253171-l56qcbat 174 14 clustering clustering NN cord-253171-l56qcbat 174 15 characteristics characteristic NNS cord-253171-l56qcbat 174 16 of of IN cord-253171-l56qcbat 174 17 tuberculosis tuberculosis NN cord-253171-l56qcbat 174 18 in in IN cord-253171-l56qcbat 174 19 China China NNP cord-253171-l56qcbat 174 20 Spatial Spatial NNP cord-253171-l56qcbat 174 21 - - HYPH cord-253171-l56qcbat 174 22 Temporal temporal JJ cord-253171-l56qcbat 174 23 Epidemiology Epidemiology NNP cord-253171-l56qcbat 174 24 of of IN cord-253171-l56qcbat 174 25 Tuberculosis Tuberculosis NNP cord-253171-l56qcbat 174 26 in in IN cord-253171-l56qcbat 174 27 Mainland Mainland NNP cord-253171-l56qcbat 174 28 China China NNP cord-253171-l56qcbat 174 29 : : : cord-253171-l56qcbat 174 30 An an DT cord-253171-l56qcbat 174 31 Analysis Analysis NNP cord-253171-l56qcbat 174 32 Based base VBN cord-253171-l56qcbat 174 33 on on IN cord-253171-l56qcbat 174 34 Bayesian Bayesian NNP cord-253171-l56qcbat 174 35 Theory Theory NNP cord-253171-l56qcbat 174 36 Spatial Spatial NNP cord-253171-l56qcbat 174 37 and and CC cord-253171-l56qcbat 174 38 temporal temporal JJ cord-253171-l56qcbat 174 39 analysis analysis NN cord-253171-l56qcbat 174 40 of of IN cord-253171-l56qcbat 174 41 tuberculosis tuberculosis NN cord-253171-l56qcbat 174 42 in in IN cord-253171-l56qcbat 174 43 Zhejiang Zhejiang NNP cord-253171-l56qcbat 174 44 Province Province NNP cord-253171-l56qcbat 174 45 , , , cord-253171-l56qcbat 174 46 China China NNP cord-253171-l56qcbat 174 47 Pulmonary pulmonary JJ cord-253171-l56qcbat 174 48 tuberculosis tuberculosis NN cord-253171-l56qcbat 174 49 space space NN cord-253171-l56qcbat 174 50 - - HYPH cord-253171-l56qcbat 174 51 time time NN cord-253171-l56qcbat 174 52 clustering clustering NN cord-253171-l56qcbat 174 53 and and CC cord-253171-l56qcbat 174 54 spatial spatial JJ cord-253171-l56qcbat 174 55 variation variation NN cord-253171-l56qcbat 174 56 in in IN cord-253171-l56qcbat 174 57 temporal temporal JJ cord-253171-l56qcbat 174 58 trends trend NNS cord-253171-l56qcbat 174 59 in in IN cord-253171-l56qcbat 174 60 Portugal Portugal NNP cord-253171-l56qcbat 174 61 , , , cord-253171-l56qcbat 174 62 2000 2000 CD cord-253171-l56qcbat 174 63 - - SYM cord-253171-l56qcbat 174 64 2010 2010 CD cord-253171-l56qcbat 174 65 : : : cord-253171-l56qcbat 174 66 an an DT cord-253171-l56qcbat 174 67 updated update VBN cord-253171-l56qcbat 174 68 analysis analysis NN cord-253171-l56qcbat 174 69 Childhood Childhood NNP cord-253171-l56qcbat 174 70 tuberculosis tuberculosis NN cord-253171-l56qcbat 174 71 infection infection NN cord-253171-l56qcbat 174 72 and and CC cord-253171-l56qcbat 174 73 disease disease NN cord-253171-l56qcbat 174 74 : : : cord-253171-l56qcbat 174 75 a a DT cord-253171-l56qcbat 174 76 spatial spatial JJ cord-253171-l56qcbat 174 77 and and CC cord-253171-l56qcbat 174 78 temporal temporal JJ cord-253171-l56qcbat 174 79 transmission transmission NN cord-253171-l56qcbat 174 80 analysis analysis NN cord-253171-l56qcbat 174 81 in in IN cord-253171-l56qcbat 174 82 a a DT cord-253171-l56qcbat 174 83 South south JJ cord-253171-l56qcbat 174 84 African african JJ cord-253171-l56qcbat 174 85 township township NN cord-253171-l56qcbat 174 86 Spatial spatial JJ cord-253171-l56qcbat 174 87 transmission transmission NN cord-253171-l56qcbat 174 88 and and CC cord-253171-l56qcbat 174 89 meteorological meteorological JJ cord-253171-l56qcbat 174 90 determinants determinant NNS cord-253171-l56qcbat 174 91 of of IN cord-253171-l56qcbat 174 92 tuberculosis tuberculosis NN cord-253171-l56qcbat 174 93 incidence incidence NN cord-253171-l56qcbat 174 94 in in IN cord-253171-l56qcbat 174 95 Qinghai Qinghai NNP cord-253171-l56qcbat 174 96 Province Province NNP cord-253171-l56qcbat 174 97 , , , cord-253171-l56qcbat 174 98 China China NNP cord-253171-l56qcbat 174 99 : : : cord-253171-l56qcbat 174 100 a a DT cord-253171-l56qcbat 174 101 spatial spatial JJ cord-253171-l56qcbat 174 102 clustering clustering NN cord-253171-l56qcbat 174 103 panel panel NN cord-253171-l56qcbat 174 104 analysis analysis NN cord-253171-l56qcbat 174 105 Spatial spatial JJ cord-253171-l56qcbat 174 106 patterns pattern NNS cord-253171-l56qcbat 174 107 and and CC cord-253171-l56qcbat 174 108 secular secular JJ cord-253171-l56qcbat 174 109 trends trend NNS cord-253171-l56qcbat 174 110 in in IN cord-253171-l56qcbat 174 111 human human JJ cord-253171-l56qcbat 174 112 leishmaniasis leishmaniasis NN cord-253171-l56qcbat 174 113 incidence incidence NN cord-253171-l56qcbat 174 114 in in IN cord-253171-l56qcbat 174 115 Morocco Morocco NNP cord-253171-l56qcbat 174 116 between between IN cord-253171-l56qcbat 174 117 Area area NN cord-253171-l56qcbat 174 118 - - HYPH cord-253171-l56qcbat 174 119 level level NN cord-253171-l56qcbat 174 120 global global JJ cord-253171-l56qcbat 174 121 and and CC cord-253171-l56qcbat 174 122 local local JJ cord-253171-l56qcbat 174 123 clustering clustering NN cord-253171-l56qcbat 174 124 of of IN cord-253171-l56qcbat 174 125 human human JJ cord-253171-l56qcbat 174 126 Salmonella Salmonella NNP cord-253171-l56qcbat 174 127 Enteritidis Enteritidis NNP cord-253171-l56qcbat 174 128 infection infection NN cord-253171-l56qcbat 174 129 rates rate NNS cord-253171-l56qcbat 174 130 in in IN cord-253171-l56qcbat 174 131 the the DT cord-253171-l56qcbat 174 132 city city NN cord-253171-l56qcbat 174 133 of of IN cord-253171-l56qcbat 174 134 Toronto Toronto NNP cord-253171-l56qcbat 174 135 , , , cord-253171-l56qcbat 174 136 Canada Canada NNP cord-253171-l56qcbat 174 137 Spatial Spatial NNP cord-253171-l56qcbat 174 138 Big Big NNP cord-253171-l56qcbat 174 139 Data Data NNP cord-253171-l56qcbat 174 140 Analytics Analytics NNP cord-253171-l56qcbat 174 141 of of IN cord-253171-l56qcbat 174 142 Influenza Influenza NNP cord-253171-l56qcbat 174 143 Epidemic Epidemic NNP cord-253171-l56qcbat 174 144 in in IN cord-253171-l56qcbat 174 145 Vellore Vellore NNP cord-253171-l56qcbat 174 146 Analyzing analyze VBG cord-253171-l56qcbat 174 147 spatial spatial JJ cord-253171-l56qcbat 174 148 clustering clustering NN cord-253171-l56qcbat 174 149 and and CC cord-253171-l56qcbat 174 150 the the DT cord-253171-l56qcbat 174 151 spatiotemporal spatiotemporal JJ cord-253171-l56qcbat 174 152 nature nature NN cord-253171-l56qcbat 174 153 and and CC cord-253171-l56qcbat 174 154 trends trend NNS cord-253171-l56qcbat 174 155 of of IN cord-253171-l56qcbat 174 156 HIV HIV NNP cord-253171-l56qcbat 174 157 / / SYM cord-253171-l56qcbat 174 158 AIDS AIDS NNP cord-253171-l56qcbat 174 159 prevalence prevalence NN cord-253171-l56qcbat 174 160 using use VBG cord-253171-l56qcbat 174 161 GIS GIS NNP cord-253171-l56qcbat 174 162 : : : cord-253171-l56qcbat 174 163 the the DT cord-253171-l56qcbat 174 164 case case NN cord-253171-l56qcbat 174 165 of of IN cord-253171-l56qcbat 174 166 Malawi Malawi NNP cord-253171-l56qcbat 174 167 Spatial Spatial NNP cord-253171-l56qcbat 174 168 , , , cord-253171-l56qcbat 174 169 temporal temporal JJ cord-253171-l56qcbat 174 170 , , , cord-253171-l56qcbat 174 171 and and CC cord-253171-l56qcbat 174 172 spatiotemporal spatiotemporal JJ cord-253171-l56qcbat 174 173 analysis analysis NN cord-253171-l56qcbat 174 174 of of IN cord-253171-l56qcbat 174 175 malaria malaria NN cord-253171-l56qcbat 174 176 in in IN cord-253171-l56qcbat 174 177 Hubei Hubei NNP cord-253171-l56qcbat 174 178 Province Province NNP cord-253171-l56qcbat 174 179 Temporal Temporal NNP cord-253171-l56qcbat 174 180 , , , cord-253171-l56qcbat 174 181 spatial spatial JJ cord-253171-l56qcbat 174 182 and and CC cord-253171-l56qcbat 174 183 spatiotemporal spatiotemporal JJ cord-253171-l56qcbat 174 184 analysis analysis NN cord-253171-l56qcbat 174 185 of of IN cord-253171-l56qcbat 174 186 the the DT cord-253171-l56qcbat 174 187 occurrence occurrence NN cord-253171-l56qcbat 174 188 of of IN cord-253171-l56qcbat 174 189 visceral visceral JJ cord-253171-l56qcbat 174 190 leishmaniasis leishmaniasis NN cord-253171-l56qcbat 174 191 in in IN cord-253171-l56qcbat 174 192 humans human NNS cord-253171-l56qcbat 174 193 in in IN cord-253171-l56qcbat 174 194 the the DT cord-253171-l56qcbat 174 195 City City NNP cord-253171-l56qcbat 174 196 of of IN cord-253171-l56qcbat 174 197 Birigui Birigui NNP cord-253171-l56qcbat 174 198 , , , cord-253171-l56qcbat 174 199 State State NNP cord-253171-l56qcbat 174 200 of of IN cord-253171-l56qcbat 174 201 Sao Sao NNP cord-253171-l56qcbat 174 202 Paulo Paulo NNP cord-253171-l56qcbat 174 203 Detecting detect VBG cord-253171-l56qcbat 174 204 spatial spatial JJ cord-253171-l56qcbat 174 205 - - HYPH cord-253171-l56qcbat 174 206 temporal temporal JJ cord-253171-l56qcbat 174 207 cluster cluster NN cord-253171-l56qcbat 174 208 of of IN cord-253171-l56qcbat 174 209 hand hand NN cord-253171-l56qcbat 174 210 foot foot NN cord-253171-l56qcbat 174 211 and and CC cord-253171-l56qcbat 174 212 mouth mouth NN cord-253171-l56qcbat 174 213 disease disease NN cord-253171-l56qcbat 174 214 in in IN cord-253171-l56qcbat 174 215 Beijing Beijing NNP cord-253171-l56qcbat 174 216 , , , cord-253171-l56qcbat 174 217 China China NNP cord-253171-l56qcbat 174 218 Spatial spatial JJ cord-253171-l56qcbat 174 219 disease disease NN cord-253171-l56qcbat 174 220 clusters cluster NNS cord-253171-l56qcbat 174 221 : : : cord-253171-l56qcbat 174 222 detection detection NN cord-253171-l56qcbat 174 223 and and CC cord-253171-l56qcbat 174 224 inference inference NN cord-253171-l56qcbat 174 225 Spatial spatial JJ cord-253171-l56qcbat 174 226 cluster cluster NN cord-253171-l56qcbat 174 227 analysis analysis NN cord-253171-l56qcbat 174 228 of of IN cord-253171-l56qcbat 174 229 human human JJ cord-253171-l56qcbat 174 230 cases case NNS cord-253171-l56qcbat 174 231 of of IN cord-253171-l56qcbat 174 232 Crimean crimean JJ cord-253171-l56qcbat 174 233 Congo Congo NNP cord-253171-l56qcbat 174 234 hemorrhagic hemorrhagic JJ cord-253171-l56qcbat 174 235 fever fever NN cord-253171-l56qcbat 174 236 reported report VBN cord-253171-l56qcbat 174 237 in in IN cord-253171-l56qcbat 174 238 Pakistan Pakistan NNP cord-253171-l56qcbat 174 239 Cluster Cluster NNP cord-253171-l56qcbat 174 240 of of IN cord-253171-l56qcbat 174 241 human human JJ cord-253171-l56qcbat 174 242 infections infection NNS cord-253171-l56qcbat 174 243 with with IN cord-253171-l56qcbat 174 244 avian avian JJ cord-253171-l56qcbat 174 245 influenza influenza NN cord-253171-l56qcbat 174 246 A a NN cord-253171-l56qcbat 174 247 ( ( -LRB- cord-253171-l56qcbat 174 248 H7N9 H7N9 NNP cord-253171-l56qcbat 174 249 ) ) -RRB- cord-253171-l56qcbat 174 250 cases case NNS cord-253171-l56qcbat 174 251 : : : cord-253171-l56qcbat 174 252 a a DT cord-253171-l56qcbat 174 253 temporal temporal JJ cord-253171-l56qcbat 174 254 and and CC cord-253171-l56qcbat 174 255 spatial spatial JJ cord-253171-l56qcbat 174 256 analysis analysis NN cord-253171-l56qcbat 175 1 Malaria malaria NN cord-253171-l56qcbat 175 2 infection infection NN cord-253171-l56qcbat 175 3 has have VBZ cord-253171-l56qcbat 175 4 spatial spatial JJ cord-253171-l56qcbat 175 5 , , , cord-253171-l56qcbat 175 6 temporal temporal JJ cord-253171-l56qcbat 175 7 , , , cord-253171-l56qcbat 175 8 and and CC cord-253171-l56qcbat 175 9 spatiotemporal spatiotemporal JJ cord-253171-l56qcbat 175 10 heterogeneity heterogeneity NN cord-253171-l56qcbat 175 11 in in IN cord-253171-l56qcbat 175 12 unstable unstable JJ cord-253171-l56qcbat 175 13 malaria malaria NN cord-253171-l56qcbat 175 14 transmission transmission NN cord-253171-l56qcbat 175 15 areas area NNS cord-253171-l56qcbat 175 16 in in IN cord-253171-l56qcbat 175 17 northwest northwest NN cord-253171-l56qcbat 175 18 Ethiopia Ethiopia NNP cord-253171-l56qcbat 175 19 Using use VBG cord-253171-l56qcbat 175 20 the the DT cord-253171-l56qcbat 175 21 SaTScan satscan JJ cord-253171-l56qcbat 175 22 method method NN cord-253171-l56qcbat 175 23 to to TO cord-253171-l56qcbat 175 24 detect detect VB cord-253171-l56qcbat 175 25 local local JJ cord-253171-l56qcbat 175 26 malaria malaria NN cord-253171-l56qcbat 175 27 clusters cluster NNS cord-253171-l56qcbat 175 28 for for IN cord-253171-l56qcbat 175 29 guiding guide VBG cord-253171-l56qcbat 175 30 malaria malaria NN cord-253171-l56qcbat 175 31 control control NN cord-253171-l56qcbat 175 32 programmes programme NNS cord-253171-l56qcbat 175 33 Influence influence NN cord-253171-l56qcbat 175 34 of of IN cord-253171-l56qcbat 175 35 spatial spatial JJ cord-253171-l56qcbat 175 36 resolution resolution NN cord-253171-l56qcbat 175 37 on on IN cord-253171-l56qcbat 175 38 space space NN cord-253171-l56qcbat 175 39 - - HYPH cord-253171-l56qcbat 175 40 time time NN cord-253171-l56qcbat 175 41 disease disease NN cord-253171-l56qcbat 175 42 cluster cluster NN cord-253171-l56qcbat 175 43 detection detection NN cord-253171-l56qcbat 175 44 Childhood Childhood NNP cord-253171-l56qcbat 175 45 leukaemia leukaemia NN cord-253171-l56qcbat 175 46 in in IN cord-253171-l56qcbat 175 47 Sweden Sweden NNP cord-253171-l56qcbat 175 48 : : : cord-253171-l56qcbat 175 49 using use VBG cord-253171-l56qcbat 175 50 GIS GIS NNP cord-253171-l56qcbat 175 51 and and CC cord-253171-l56qcbat 175 52 a a DT cord-253171-l56qcbat 175 53 spatial spatial JJ cord-253171-l56qcbat 175 54 scan scan JJ cord-253171-l56qcbat 175 55 statistic statistic NN cord-253171-l56qcbat 175 56 for for IN cord-253171-l56qcbat 175 57 cluster cluster NN cord-253171-l56qcbat 175 58 detection detection NN cord-253171-l56qcbat 175 59 A a DT cord-253171-l56qcbat 175 60 spatial spatial JJ cord-253171-l56qcbat 175 61 scan scan JJ cord-253171-l56qcbat 175 62 statistic statistic NN cord-253171-l56qcbat 175 63 for for IN cord-253171-l56qcbat 175 64 survival survival NN cord-253171-l56qcbat 175 65 data datum NNS cord-253171-l56qcbat 175 66 Selection Selection NNP cord-253171-l56qcbat 175 67 of of IN cord-253171-l56qcbat 175 68 the the DT cord-253171-l56qcbat 175 69 Maximum Maximum NNP cord-253171-l56qcbat 175 70 Spatial Spatial NNP cord-253171-l56qcbat 175 71 Cluster Cluster NNP cord-253171-l56qcbat 175 72 Size Size NNP cord-253171-l56qcbat 175 73 of of IN cord-253171-l56qcbat 175 74 the the DT cord-253171-l56qcbat 175 75 Spatial Spatial NNP cord-253171-l56qcbat 175 76 Scan Scan NNP cord-253171-l56qcbat 175 77 Statistic statistic NN cord-253171-l56qcbat 175 78 by by IN cord-253171-l56qcbat 175 79 Using use VBG cord-253171-l56qcbat 175 80 the the DT cord-253171-l56qcbat 175 81 Maximum Maximum NNP cord-253171-l56qcbat 175 82 Clustering Clustering NNP cord-253171-l56qcbat 175 83 Set Set NNP cord-253171-l56qcbat 175 84 - - HYPH cord-253171-l56qcbat 175 85 Proportion Proportion NNP cord-253171-l56qcbat 175 86 Statistic Statistic NNP cord-253171-l56qcbat 175 87 A a DT cord-253171-l56qcbat 175 88 flexibly flexibly RB cord-253171-l56qcbat 175 89 shaped shape VBN cord-253171-l56qcbat 175 90 spatial spatial JJ cord-253171-l56qcbat 175 91 scan scan JJ cord-253171-l56qcbat 175 92 statistic statistic NN cord-253171-l56qcbat 175 93 for for IN cord-253171-l56qcbat 175 94 detecting detect VBG cord-253171-l56qcbat 175 95 clusters cluster NNS cord-253171-l56qcbat 175 96 A a DT cord-253171-l56qcbat 175 97 flexible flexible JJ cord-253171-l56qcbat 175 98 spatial spatial JJ cord-253171-l56qcbat 175 99 scan scan JJ cord-253171-l56qcbat 175 100 statistic statistic NN cord-253171-l56qcbat 175 101 with with IN cord-253171-l56qcbat 175 102 a a DT cord-253171-l56qcbat 175 103 restricted restrict VBN cord-253171-l56qcbat 175 104 likelihood likelihood NN cord-253171-l56qcbat 175 105 ratio ratio NN cord-253171-l56qcbat 175 106 for for IN cord-253171-l56qcbat 175 107 detecting detect VBG cord-253171-l56qcbat 175 108 disease disease NN cord-253171-l56qcbat 175 109 clusters clusters NNP cord-253171-l56qcbat 175 110 Exploration Exploration NNP cord-253171-l56qcbat 175 111 of of IN cord-253171-l56qcbat 175 112 diarrhoea diarrhoea NN cord-253171-l56qcbat 175 113 seasonality seasonality NN cord-253171-l56qcbat 175 114 and and CC cord-253171-l56qcbat 175 115 its -PRON- PRP$ cord-253171-l56qcbat 175 116 drivers driver NNS cord-253171-l56qcbat 175 117 in in IN cord-253171-l56qcbat 175 118 China China NNP cord-253171-l56qcbat 175 119 Seasonality Seasonality NNP cord-253171-l56qcbat 175 120 of of IN cord-253171-l56qcbat 175 121 tuberculosis tuberculosis NN cord-253171-l56qcbat 175 122 in in IN cord-253171-l56qcbat 175 123 the the DT cord-253171-l56qcbat 175 124 United United NNP cord-253171-l56qcbat 175 125 States States NNP cord-253171-l56qcbat 175 126 Extreme Extreme NNP cord-253171-l56qcbat 175 127 temperatures temperature NNS cord-253171-l56qcbat 175 128 and and CC cord-253171-l56qcbat 175 129 paediatric paediatric JJ cord-253171-l56qcbat 175 130 emergency emergency NN cord-253171-l56qcbat 175 131 department department NN cord-253171-l56qcbat 175 132 admissions admission NNS cord-253171-l56qcbat 176 1 The the DT cord-253171-l56qcbat 176 2 epidemiology epidemiology NN cord-253171-l56qcbat 176 3 of of IN cord-253171-l56qcbat 176 4 Plasmodium Plasmodium NNP cord-253171-l56qcbat 176 5 vivax vivax NN cord-253171-l56qcbat 176 6 and and CC cord-253171-l56qcbat 176 7 Plasmodium Plasmodium NNP cord-253171-l56qcbat 176 8 falciparum falciparum NN cord-253171-l56qcbat 176 9 malaria malaria NN cord-253171-l56qcbat 176 10 in in IN cord-253171-l56qcbat 176 11 China China NNP cord-253171-l56qcbat 176 12 Serological Serological NNP cord-253171-l56qcbat 176 13 Study Study NNP cord-253171-l56qcbat 176 14 of of IN cord-253171-l56qcbat 176 15 An an DT cord-253171-l56qcbat 176 16 Imported import VBN cord-253171-l56qcbat 176 17 Case Case NNP cord-253171-l56qcbat 176 18 of of IN cord-253171-l56qcbat 176 19 Middle Middle NNP cord-253171-l56qcbat 176 20 East East NNP cord-253171-l56qcbat 176 21 Respiratory Respiratory NNP cord-253171-l56qcbat 176 22 Syndrome Syndrome NNP cord-253171-l56qcbat 176 23 and and CC cord-253171-l56qcbat 176 24 His -PRON- PRP$ cord-253171-l56qcbat 176 25 Close close JJ cord-253171-l56qcbat 176 26 Contacts Contacts NNPS cord-253171-l56qcbat 176 27 in in IN cord-253171-l56qcbat 176 28 China China NNP cord-253171-l56qcbat 176 29 Spatiotemporal spatiotemporal JJ cord-253171-l56qcbat 176 30 transmission transmission NN cord-253171-l56qcbat 176 31 dynamics dynamic NNS cord-253171-l56qcbat 176 32 of of IN cord-253171-l56qcbat 176 33 hemorrhagic hemorrhagic JJ cord-253171-l56qcbat 176 34 fever fever NN cord-253171-l56qcbat 176 35 with with IN cord-253171-l56qcbat 176 36 renal renal JJ cord-253171-l56qcbat 176 37 syndrome syndrome NN cord-253171-l56qcbat 176 38 in in IN cord-253171-l56qcbat 176 39 China China NNP cord-253171-l56qcbat 176 40 Spatiotemporal spatiotemporal JJ cord-253171-l56qcbat 176 41 patterns pattern NNS cord-253171-l56qcbat 176 42 of of IN cord-253171-l56qcbat 176 43 Japanese japanese JJ cord-253171-l56qcbat 176 44 encephalitis encephalitis RB cord-253171-l56qcbat 176 45 in in IN cord-253171-l56qcbat 176 46 China China NNP cord-253171-l56qcbat 176 47 Seasonal seasonal JJ cord-253171-l56qcbat 176 48 variations variation NNS cord-253171-l56qcbat 176 49 in in IN cord-253171-l56qcbat 176 50 notification notification NN cord-253171-l56qcbat 176 51 of of IN cord-253171-l56qcbat 176 52 active active JJ cord-253171-l56qcbat 176 53 tuberculosis tuberculosis NN cord-253171-l56qcbat 176 54 cases case NNS cord-253171-l56qcbat 176 55 in in IN cord-253171-l56qcbat 176 56 China China NNP cord-253171-l56qcbat 176 57 Spatial spatial JJ cord-253171-l56qcbat 176 58 - - HYPH cord-253171-l56qcbat 176 59 temporal temporal JJ cord-253171-l56qcbat 176 60 analysis analysis NN cord-253171-l56qcbat 176 61 of of IN cord-253171-l56qcbat 176 62 pulmonary pulmonary JJ cord-253171-l56qcbat 176 63 tuberculosis tuberculosis NN cord-253171-l56qcbat 176 64 in in IN cord-253171-l56qcbat 176 65 the the DT cord-253171-l56qcbat 176 66 northeast northeast NN cord-253171-l56qcbat 176 67 of of IN cord-253171-l56qcbat 176 68 the the DT cord-253171-l56qcbat 176 69 Yunnan Yunnan NNP cord-253171-l56qcbat 176 70 province province NN cord-253171-l56qcbat 177 1 , , , cord-253171-l56qcbat 177 2 People People NNPS cord-253171-l56qcbat 177 3 's 's POS cord-253171-l56qcbat 177 4 Republic Republic NNP cord-253171-l56qcbat 177 5 of of IN cord-253171-l56qcbat 177 6 China China NNP cord-253171-l56qcbat 177 7 The the DT cord-253171-l56qcbat 177 8 authors author NNS cord-253171-l56qcbat 177 9 have have VBP cord-253171-l56qcbat 177 10 no no DT cord-253171-l56qcbat 177 11 external external JJ cord-253171-l56qcbat 177 12 support support NN cord-253171-l56qcbat 177 13 of of IN cord-253171-l56qcbat 177 14 funding funding NN cord-253171-l56qcbat 177 15 to to TO cord-253171-l56qcbat 177 16 report report VB cord-253171-l56qcbat 177 17 . . . cord-253171-l56qcbat 178 1 This this DT cord-253171-l56qcbat 178 2 study study NN cord-253171-l56qcbat 178 3 was be VBD cord-253171-l56qcbat 178 4 supported support VBN cord-253171-l56qcbat 178 5 by by IN cord-253171-l56qcbat 178 6 the the DT cord-253171-l56qcbat 178 7 Qinghai Qinghai NNP cord-253171-l56qcbat 178 8 Center Center NNP cord-253171-l56qcbat 178 9 for for IN cord-253171-l56qcbat 178 10 Disease Disease NNP cord-253171-l56qcbat 178 11 Control Control NNP cord-253171-l56qcbat 178 12 and and CC cord-253171-l56qcbat 178 13 Prevention Prevention NNP cord-253171-l56qcbat 178 14 ( ( -LRB- cord-253171-l56qcbat 178 15 CDC CDC NNP cord-253171-l56qcbat 178 16 ) ) -RRB- cord-253171-l56qcbat 178 17 . . . cord-253171-l56qcbat 179 1 The the DT cord-253171-l56qcbat 179 2 authors author NNS cord-253171-l56qcbat 179 3 gratefully gratefully RB cord-253171-l56qcbat 179 4 acknowledge acknowledge VBP cord-253171-l56qcbat 179 5 the the DT cord-253171-l56qcbat 179 6 staff staff NN cord-253171-l56qcbat 179 7 involved involve VBN cord-253171-l56qcbat 179 8 in in IN cord-253171-l56qcbat 179 9 TB TB NNP cord-253171-l56qcbat 179 10 surveillance surveillance NN cord-253171-l56qcbat 179 11 at at IN cord-253171-l56qcbat 179 12 all all DT cord-253171-l56qcbat 179 13 participating participate VBG cord-253171-l56qcbat 179 14 levels level NNS cord-253171-l56qcbat 179 15 in in IN cord-253171-l56qcbat 179 16 Qinghai Qinghai NNP cord-253171-l56qcbat 179 17 Province Province NNP cord-253171-l56qcbat 179 18 , , , cord-253171-l56qcbat 179 19 China China NNP cord-253171-l56qcbat 179 20 . . . cord-253171-l56qcbat 180 1 The the DT cord-253171-l56qcbat 180 2 authors author NNS cord-253171-l56qcbat 180 3 have have VBP cord-253171-l56qcbat 180 4 no no DT cord-253171-l56qcbat 180 5 support support NN cord-253171-l56qcbat 180 6 or or CC cord-253171-l56qcbat 180 7 funding funding NN cord-253171-l56qcbat 180 8 to to TO cord-253171-l56qcbat 180 9 report report VB cord-253171-l56qcbat 180 10 . . . cord-253171-l56qcbat 181 1 The the DT cord-253171-l56qcbat 181 2 dataset dataset NN cord-253171-l56qcbat 181 3 analyzed analyze VBD cord-253171-l56qcbat 181 4 during during IN cord-253171-l56qcbat 181 5 the the DT cord-253171-l56qcbat 181 6 current current JJ cord-253171-l56qcbat 181 7 study study NN cord-253171-l56qcbat 181 8 , , , cord-253171-l56qcbat 181 9 while while IN cord-253171-l56qcbat 181 10 not not RB cord-253171-l56qcbat 181 11 publicly publicly RB cord-253171-l56qcbat 181 12 available available JJ cord-253171-l56qcbat 181 13 , , , cord-253171-l56qcbat 181 14 is be VBZ cord-253171-l56qcbat 181 15 available available JJ cord-253171-l56qcbat 181 16 from from IN cord-253171-l56qcbat 181 17 the the DT cord-253171-l56qcbat 181 18 corresponding correspond VBG cord-253171-l56qcbat 181 19 author author NN cord-253171-l56qcbat 181 20 on on IN cord-253171-l56qcbat 181 21 reasonable reasonable JJ cord-253171-l56qcbat 181 22 request request NN cord-253171-l56qcbat 181 23 . . . cord-253171-l56qcbat 181 24 _SP cord-253171-l56qcbat 182 1 Authors author NNS cord-253171-l56qcbat 182 2 ' ' POS cord-253171-l56qcbat 182 3 contributions contribution NNS cord-253171-l56qcbat 182 4 HR hr NN cord-253171-l56qcbat 182 5 , , , cord-253171-l56qcbat 182 6 XS XS NNP cord-253171-l56qcbat 182 7 and and CC cord-253171-l56qcbat 182 8 XZ XZ NNP cord-253171-l56qcbat 182 9 contributed contribute VBD cord-253171-l56qcbat 182 10 equally equally RB cord-253171-l56qcbat 182 11 to to IN cord-253171-l56qcbat 182 12 this this DT cord-253171-l56qcbat 182 13 work work NN cord-253171-l56qcbat 182 14 . . . cord-253171-l56qcbat 183 1 HR HR NNP cord-253171-l56qcbat 183 2 conceived conceive VBD cord-253171-l56qcbat 183 3 and and CC cord-253171-l56qcbat 183 4 designed design VBD cord-253171-l56qcbat 183 5 the the DT cord-253171-l56qcbat 183 6 study study NN cord-253171-l56qcbat 183 7 . . . cord-253171-l56qcbat 184 1 HR HR NNP cord-253171-l56qcbat 184 2 and and CC cord-253171-l56qcbat 184 3 XS XS NNP cord-253171-l56qcbat 184 4 collected collect VBD cord-253171-l56qcbat 184 5 the the DT cord-253171-l56qcbat 184 6 data datum NNS cord-253171-l56qcbat 184 7 and and CC cord-253171-l56qcbat 184 8 performed perform VBD cord-253171-l56qcbat 184 9 the the DT cord-253171-l56qcbat 184 10 statistical statistical JJ cord-253171-l56qcbat 184 11 analysis analysis NN cord-253171-l56qcbat 184 12 . . . cord-253171-l56qcbat 185 1 HR HR NNP cord-253171-l56qcbat 185 2 and and CC cord-253171-l56qcbat 185 3 XZ XZ NNP cord-253171-l56qcbat 185 4 prepared prepare VBD cord-253171-l56qcbat 185 5 the the DT cord-253171-l56qcbat 185 6 manuscript manuscript NN cord-253171-l56qcbat 185 7 . . . cord-253171-l56qcbat 186 1 All all DT cord-253171-l56qcbat 186 2 authors author NNS cord-253171-l56qcbat 186 3 read read VBP cord-253171-l56qcbat 186 4 and and CC cord-253171-l56qcbat 186 5 approved approve VBD cord-253171-l56qcbat 186 6 the the DT cord-253171-l56qcbat 186 7 final final JJ cord-253171-l56qcbat 186 8 manuscript manuscript NN cord-253171-l56qcbat 186 9 . . . cord-253171-l56qcbat 187 1 Ethics ethic NNS cord-253171-l56qcbat 187 2 approval approval NN cord-253171-l56qcbat 187 3 and and CC cord-253171-l56qcbat 187 4 consent consent NN cord-253171-l56qcbat 187 5 to to TO cord-253171-l56qcbat 187 6 participate participate VB cord-253171-l56qcbat 187 7 This this DT cord-253171-l56qcbat 187 8 retrospective retrospective JJ cord-253171-l56qcbat 187 9 study study NN cord-253171-l56qcbat 187 10 was be VBD cord-253171-l56qcbat 187 11 consulted consult VBN cord-253171-l56qcbat 187 12 to to IN cord-253171-l56qcbat 187 13 the the DT cord-253171-l56qcbat 187 14 Ethics Ethics NNP cord-253171-l56qcbat 187 15 Review Review NNP cord-253171-l56qcbat 187 16 Board Board NNP cord-253171-l56qcbat 187 17 of of IN cord-253171-l56qcbat 187 18 the the DT cord-253171-l56qcbat 187 19 Qinghai Qinghai NNP cord-253171-l56qcbat 187 20 Center Center NNP cord-253171-l56qcbat 187 21 for for IN cord-253171-l56qcbat 187 22 Disease Disease NNP cord-253171-l56qcbat 187 23 Control Control NNP cord-253171-l56qcbat 187 24 and and CC cord-253171-l56qcbat 187 25 Prevention Prevention NNP cord-253171-l56qcbat 187 26 . . . cord-253171-l56qcbat 188 1 Ethics ethic NNS cord-253171-l56qcbat 188 2 approval approval NN cord-253171-l56qcbat 188 3 was be VBD cord-253171-l56qcbat 188 4 not not RB cord-253171-l56qcbat 188 5 available available JJ cord-253171-l56qcbat 188 6 in in IN cord-253171-l56qcbat 188 7 this this DT cord-253171-l56qcbat 188 8 study study NN cord-253171-l56qcbat 188 9 because because IN cord-253171-l56qcbat 188 10 we -PRON- PRP cord-253171-l56qcbat 188 11 did do VBD cord-253171-l56qcbat 188 12 not not RB cord-253171-l56qcbat 188 13 include include VB cord-253171-l56qcbat 188 14 any any DT cord-253171-l56qcbat 188 15 data datum NNS cord-253171-l56qcbat 188 16 of of IN cord-253171-l56qcbat 188 17 patients patient NNS cord-253171-l56qcbat 188 18 ' ' POS cord-253171-l56qcbat 188 19 personal personal JJ cord-253171-l56qcbat 188 20 or or CC cord-253171-l56qcbat 188 21 health health NN cord-253171-l56qcbat 188 22 information information NN cord-253171-l56qcbat 188 23 , , , cord-253171-l56qcbat 188 24 including include VBG cord-253171-l56qcbat 188 25 name name NN cord-253171-l56qcbat 188 26 , , , cord-253171-l56qcbat 188 27 identity identity NN cord-253171-l56qcbat 188 28 information information NN cord-253171-l56qcbat 188 29 , , , cord-253171-l56qcbat 188 30 address address NN cord-253171-l56qcbat 188 31 , , , cord-253171-l56qcbat 188 32 telephone telephone NN cord-253171-l56qcbat 188 33 number number NN cord-253171-l56qcbat 188 34 , , , cord-253171-l56qcbat 188 35 etc etc FW cord-253171-l56qcbat 188 36 . . . cord-253171-l56qcbat 189 1 The the DT cord-253171-l56qcbat 189 2 authors author NNS cord-253171-l56qcbat 189 3 declare declare VBP cord-253171-l56qcbat 189 4 that that IN cord-253171-l56qcbat 189 5 they -PRON- PRP cord-253171-l56qcbat 189 6 have have VBP cord-253171-l56qcbat 189 7 no no DT cord-253171-l56qcbat 189 8 competing compete VBG cord-253171-l56qcbat 189 9 interests interest NNS cord-253171-l56qcbat 189 10 . . . cord-253171-l56qcbat 190 1 Springer Springer NNP cord-253171-l56qcbat 190 2 Nature Nature NNP cord-253171-l56qcbat 190 3 remains remain VBZ cord-253171-l56qcbat 190 4 neutral neutral JJ cord-253171-l56qcbat 190 5 with with IN cord-253171-l56qcbat 190 6 regard regard NN cord-253171-l56qcbat 190 7 to to IN cord-253171-l56qcbat 190 8 jurisdictional jurisdictional JJ cord-253171-l56qcbat 190 9 claims claim NNS cord-253171-l56qcbat 190 10 in in IN cord-253171-l56qcbat 190 11 published publish VBN cord-253171-l56qcbat 190 12 maps map NNS cord-253171-l56qcbat 190 13 and and CC cord-253171-l56qcbat 190 14 institutional institutional JJ cord-253171-l56qcbat 190 15 affiliations affiliation NNS cord-253171-l56qcbat 190 16 . . . cord-253171-l56qcbat 191 1 • • NNP cord-253171-l56qcbat 192 1 We -PRON- PRP cord-253171-l56qcbat 192 2 accept accept VBP cord-253171-l56qcbat 192 3 pre pre JJ cord-253171-l56qcbat 192 4 - - JJ cord-253171-l56qcbat 192 5 submission submission JJ cord-253171-l56qcbat 192 6 inquiries inquiry NNS cord-253171-l56qcbat 193 1 • • NNP cord-253171-l56qcbat 194 1 Our -PRON- PRP$ cord-253171-l56qcbat 194 2 selector selector NN cord-253171-l56qcbat 194 3 tool tool NN cord-253171-l56qcbat 194 4 helps help VBZ cord-253171-l56qcbat 194 5 you -PRON- PRP cord-253171-l56qcbat 194 6 to to TO cord-253171-l56qcbat 194 7 find find VB cord-253171-l56qcbat 194 8 the the DT cord-253171-l56qcbat 194 9 most most RBS cord-253171-l56qcbat 194 10 relevant relevant JJ cord-253171-l56qcbat 194 11 journal journal NN cord-253171-l56qcbat 194 12 Submit submit VB cord-253171-l56qcbat 194 13 your -PRON- PRP$ cord-253171-l56qcbat 194 14 next next JJ cord-253171-l56qcbat 194 15 manuscript manuscript NN cord-253171-l56qcbat 194 16 to to IN cord-253171-l56qcbat 194 17 BioMed BioMed NNP cord-253171-l56qcbat 194 18 Central Central NNP cord-253171-l56qcbat 194 19 and and CC cord-253171-l56qcbat 194 20 we -PRON- PRP cord-253171-l56qcbat 194 21 will will MD cord-253171-l56qcbat 194 22 help help VB cord-253171-l56qcbat 194 23 you -PRON- PRP cord-253171-l56qcbat 194 24 at at IN cord-253171-l56qcbat 194 25 every every DT cord-253171-l56qcbat 194 26 step step NN cord-253171-l56qcbat 194 27 : : :