id sid tid token lemma pos cr56n012q2h 1 1 throughout throughout ADP cr56n012q2h 1 2 the the DET cr56n012q2h 1 3 history history NOUN cr56n012q2h 1 4 of of ADP cr56n012q2h 1 5 modern modern ADJ cr56n012q2h 1 6 medicine medicine NOUN cr56n012q2h 1 7 the the DET cr56n012q2h 1 8 observation observation NOUN cr56n012q2h 1 9 of of ADP cr56n012q2h 1 10 patient patient ADJ cr56n012q2h 1 11 characteristics characteristic NOUN cr56n012q2h 1 12 , , PUNCT cr56n012q2h 1 13 health health NOUN cr56n012q2h 1 14 , , PUNCT cr56n012q2h 1 15 and and CCONJ cr56n012q2h 1 16 treatment treatment NOUN cr56n012q2h 1 17 has have AUX cr56n012q2h 1 18 been be AUX cr56n012q2h 1 19 driven drive VERB cr56n012q2h 1 20 by by ADP cr56n012q2h 1 21 a a DET cr56n012q2h 1 22 desire desire NOUN cr56n012q2h 1 23 to to PART cr56n012q2h 1 24 advance advance VERB cr56n012q2h 1 25 knowledge knowledge NOUN cr56n012q2h 1 26 around around ADP cr56n012q2h 1 27 human human ADJ cr56n012q2h 1 28 health health NOUN cr56n012q2h 1 29 and and CCONJ cr56n012q2h 1 30 in in ADP cr56n012q2h 1 31 turn turn NOUN cr56n012q2h 1 32 better well ADV cr56n012q2h 1 33 inform inform VERB cr56n012q2h 1 34 the the DET cr56n012q2h 1 35 practice practice NOUN cr56n012q2h 1 36 and and CCONJ cr56n012q2h 1 37 administration administration NOUN cr56n012q2h 1 38 of of ADP cr56n012q2h 1 39 healthcare healthcare PROPN cr56n012q2h 1 40 . . PUNCT cr56n012q2h 2 1 captured capture VERB cr56n012q2h 2 2 through through ADP cr56n012q2h 2 3 both both DET cr56n012q2h 2 4 practice practice NOUN cr56n012q2h 2 5 and and CCONJ cr56n012q2h 2 6 research research NOUN cr56n012q2h 2 7 such such ADJ cr56n012q2h 2 8 observations observation NOUN cr56n012q2h 2 9 have have AUX cr56n012q2h 2 10 provided provide VERB cr56n012q2h 2 11 the the DET cr56n012q2h 2 12 foundation foundation NOUN cr56n012q2h 2 13 on on ADP cr56n012q2h 2 14 which which PRON cr56n012q2h 2 15 evidence evidence NOUN cr56n012q2h 2 16 - - PUNCT cr56n012q2h 2 17 based base VERB cr56n012q2h 2 18 medicine medicine NOUN cr56n012q2h 2 19 was be AUX cr56n012q2h 2 20 built build VERB cr56n012q2h 2 21 . . PUNCT cr56n012q2h 3 1 however however ADV cr56n012q2h 3 2 , , PUNCT cr56n012q2h 3 3 the the DET cr56n012q2h 3 4 advent advent NOUN cr56n012q2h 3 5 of of ADP cr56n012q2h 3 6 digitized digitized ADJ cr56n012q2h 3 7 health health NOUN cr56n012q2h 3 8 and and CCONJ cr56n012q2h 3 9 wellness wellness NOUN cr56n012q2h 3 10 data datum NOUN cr56n012q2h 3 11 has have AUX cr56n012q2h 3 12 resulted result VERB cr56n012q2h 3 13 in in ADP cr56n012q2h 3 14 a a DET cr56n012q2h 3 15 volume volume NOUN cr56n012q2h 3 16 of of ADP cr56n012q2h 3 17 information information NOUN cr56n012q2h 3 18 so so ADV cr56n012q2h 3 19 large large ADJ cr56n012q2h 3 20 it it PRON cr56n012q2h 3 21 can can AUX cr56n012q2h 3 22 no no ADV cr56n012q2h 3 23 longer long ADV cr56n012q2h 3 24 be be AUX cr56n012q2h 3 25 reasonably reasonably ADV cr56n012q2h 3 26 expected expect VERB cr56n012q2h 3 27 that that SCONJ cr56n012q2h 3 28 an an DET cr56n012q2h 3 29 individual individual NOUN cr56n012q2h 3 30 can can AUX cr56n012q2h 3 31 consume consume VERB cr56n012q2h 3 32 it it PRON cr56n012q2h 3 33 . . PUNCT cr56n012q2h 4 1 in in ADP cr56n012q2h 4 2 response response NOUN cr56n012q2h 4 3 healthcare healthcare PROPN cr56n012q2h 4 4 has have AUX cr56n012q2h 4 5 turned turn VERB cr56n012q2h 4 6 to to ADP cr56n012q2h 4 7 analytical analytical ADJ cr56n012q2h 4 8 approaches approach NOUN cr56n012q2h 4 9 , , PUNCT cr56n012q2h 4 10 combining combine VERB cr56n012q2h 4 11 statistics statistic NOUN cr56n012q2h 4 12 , , PUNCT cr56n012q2h 4 13 machine machine NOUN cr56n012q2h 4 14 learning learning NOUN cr56n012q2h 4 15 , , PUNCT cr56n012q2h 4 16 and and CCONJ cr56n012q2h 4 17 computer computer NOUN cr56n012q2h 4 18 science science NOUN cr56n012q2h 4 19 methodologies methodology NOUN cr56n012q2h 4 20 , , PUNCT cr56n012q2h 4 21 to to PART cr56n012q2h 4 22 foster foster VERB cr56n012q2h 4 23 the the DET cr56n012q2h 4 24 growth growth NOUN cr56n012q2h 4 25 of of ADP cr56n012q2h 4 26 a a DET cr56n012q2h 4 27 field field NOUN cr56n012q2h 4 28 known know VERB cr56n012q2h 4 29 as as ADP cr56n012q2h 4 30 health health NOUN cr56n012q2h 4 31 informatics informatic NOUN cr56n012q2h 4 32 . . PUNCT cr56n012q2h 5 1 drawing draw VERB cr56n012q2h 5 2 on on ADP cr56n012q2h 5 3 data datum NOUN cr56n012q2h 5 4 collected collect VERB cr56n012q2h 5 5 from from ADP cr56n012q2h 5 6 entities entity NOUN cr56n012q2h 5 7 around around ADP cr56n012q2h 5 8 the the DET cr56n012q2h 5 9 globe globe NOUN cr56n012q2h 5 10 , , PUNCT cr56n012q2h 5 11 health health NOUN cr56n012q2h 5 12 informatics informatic NOUN cr56n012q2h 5 13 has have AUX cr56n012q2h 5 14 successfully successfully ADV cr56n012q2h 5 15 delivered deliver VERB cr56n012q2h 5 16 the the DET cr56n012q2h 5 17 capability capability NOUN cr56n012q2h 5 18 to to PART cr56n012q2h 5 19 identify identify VERB cr56n012q2h 5 20 and and CCONJ cr56n012q2h 5 21 extract extract VERB cr56n012q2h 5 22 " " PUNCT cr56n012q2h 5 23 best good ADJ cr56n012q2h 5 24 practices practice NOUN cr56n012q2h 5 25 " " PUNCT cr56n012q2h 5 26 amid amid ADP cr56n012q2h 5 27 the the DET cr56n012q2h 5 28 breadth breadth NOUN cr56n012q2h 5 29 of of ADP cr56n012q2h 5 30 data datum NOUN cr56n012q2h 5 31 available available ADJ cr56n012q2h 5 32 . . PUNCT cr56n012q2h 6 1 yet yet ADV cr56n012q2h 6 2 these these DET cr56n012q2h 6 3 practices practice NOUN cr56n012q2h 6 4 alone alone ADV cr56n012q2h 6 5 have have AUX cr56n012q2h 6 6 often often ADV cr56n012q2h 6 7 been be AUX cr56n012q2h 6 8 insufficient insufficient ADJ cr56n012q2h 6 9 in in ADP cr56n012q2h 6 10 advancing advance VERB cr56n012q2h 6 11 healthcare healthcare NOUN cr56n012q2h 6 12 knowledge knowledge NOUN cr56n012q2h 6 13 , , PUNCT cr56n012q2h 6 14 as as SCONJ cr56n012q2h 6 15 the the DET cr56n012q2h 6 16 utilization utilization NOUN cr56n012q2h 6 17 of of ADP cr56n012q2h 6 18 data datum NOUN cr56n012q2h 6 19 to to PART cr56n012q2h 6 20 apply apply VERB cr56n012q2h 6 21 practices practice NOUN cr56n012q2h 6 22 to to ADP cr56n012q2h 6 23 new new ADJ cr56n012q2h 6 24 individuals individual NOUN cr56n012q2h 6 25 and and CCONJ cr56n012q2h 6 26 scenarios scenario NOUN cr56n012q2h 6 27 fulfills fulfill VERB cr56n012q2h 6 28 only only ADV cr56n012q2h 6 29 one one NUM cr56n012q2h 6 30 objective objective NOUN cr56n012q2h 6 31 of of ADP cr56n012q2h 6 32 learning learn VERB cr56n012q2h 6 33 as as ADV cr56n012q2h 6 34 famously famously ADV cr56n012q2h 6 35 defined define VERB cr56n012q2h 6 36 by by ADP cr56n012q2h 6 37 benjamin benjamin PROPN cr56n012q2h 6 38 bloom bloom NOUN cr56n012q2h 6 39 . . PUNCT cr56n012q2h 7 1 this this DET cr56n012q2h 7 2 dissertation dissertation NOUN cr56n012q2h 7 3 will will AUX cr56n012q2h 7 4 present present VERB cr56n012q2h 7 5 the the DET cr56n012q2h 7 6 notion notion NOUN cr56n012q2h 7 7 that that SCONJ cr56n012q2h 7 8 informatics informatic NOUN cr56n012q2h 7 9 techniques technique NOUN cr56n012q2h 7 10 now now ADV cr56n012q2h 7 11 provide provide VERB cr56n012q2h 7 12 an an DET cr56n012q2h 7 13 opportunity opportunity NOUN cr56n012q2h 7 14 to to PART cr56n012q2h 7 15 advance advance VERB cr56n012q2h 7 16 health health NOUN cr56n012q2h 7 17 knowledge knowledge NOUN cr56n012q2h 7 18 by by ADP cr56n012q2h 7 19 providing provide VERB cr56n012q2h 7 20 evidence evidence NOUN cr56n012q2h 7 21 in in ADP cr56n012q2h 7 22 a a DET cr56n012q2h 7 23 manner manner NOUN cr56n012q2h 7 24 that that PRON cr56n012q2h 7 25 realizes realize VERB cr56n012q2h 7 26 a a DET cr56n012q2h 7 27 broader broad ADJ cr56n012q2h 7 28 set set NOUN cr56n012q2h 7 29 of of ADP cr56n012q2h 7 30 bloom bloom NOUN cr56n012q2h 7 31 learning learn VERB cr56n012q2h 7 32 objectives objective NOUN cr56n012q2h 7 33 from from ADP cr56n012q2h 7 34 understanding understand VERB cr56n012q2h 7 35 to to ADP cr56n012q2h 7 36 synthesis synthesis VERB cr56n012q2h 7 37 . . PUNCT cr56n012q2h 8 1 accordingly accordingly ADV cr56n012q2h 8 2 , , PUNCT cr56n012q2h 8 3 the the DET cr56n012q2h 8 4 work work NOUN cr56n012q2h 8 5 presented present VERB cr56n012q2h 8 6 in in ADP cr56n012q2h 8 7 this this DET cr56n012q2h 8 8 document document NOUN cr56n012q2h 8 9 is be AUX cr56n012q2h 8 10 broken break VERB cr56n012q2h 8 11 into into ADP cr56n012q2h 8 12 three three NUM cr56n012q2h 8 13 distinct distinct ADJ cr56n012q2h 8 14 sections section NOUN cr56n012q2h 8 15 , , PUNCT cr56n012q2h 8 16 each each PRON cr56n012q2h 8 17 examining examine VERB cr56n012q2h 8 18 informatics informatic NOUN cr56n012q2h 8 19 ' ' PART cr56n012q2h 8 20 role role NOUN cr56n012q2h 8 21 in in ADP cr56n012q2h 8 22 addressing address VERB cr56n012q2h 8 23 a a DET cr56n012q2h 8 24 grouping grouping NOUN cr56n012q2h 8 25 of of ADP cr56n012q2h 8 26 bloom bloom NOUN cr56n012q2h 8 27 's 's PART cr56n012q2h 8 28 learning learning NOUN cr56n012q2h 8 29 objectives objective NOUN cr56n012q2h 8 30 . . PUNCT cr56n012q2h 9 1 it it PRON cr56n012q2h 9 2 will will AUX cr56n012q2h 9 3 first first ADV cr56n012q2h 9 4 highlight highlight VERB cr56n012q2h 9 5 the the DET cr56n012q2h 9 6 ability ability NOUN cr56n012q2h 9 7 of of ADP cr56n012q2h 9 8 informatics informatic NOUN cr56n012q2h 9 9 to to PART cr56n012q2h 9 10 provide provide VERB cr56n012q2h 9 11 a a DET cr56n012q2h 9 12 deeper deep ADJ cr56n012q2h 9 13 understanding understanding NOUN cr56n012q2h 9 14 of of ADP cr56n012q2h 9 15 health health NOUN cr56n012q2h 9 16 data datum NOUN cr56n012q2h 9 17 and and CCONJ cr56n012q2h 9 18 models model NOUN cr56n012q2h 9 19 employed employ VERB cr56n012q2h 9 20 in in ADP cr56n012q2h 9 21 practice practice NOUN cr56n012q2h 9 22 and and CCONJ cr56n012q2h 9 23 research research NOUN cr56n012q2h 9 24 . . PUNCT cr56n012q2h 10 1 it it PRON cr56n012q2h 10 2 next next ADV cr56n012q2h 10 3 focuses focus VERB cr56n012q2h 10 4 on on ADP cr56n012q2h 10 5 the the DET cr56n012q2h 10 6 ability ability NOUN cr56n012q2h 10 7 of of ADP cr56n012q2h 10 8 informatics informatic NOUN cr56n012q2h 10 9 to to PART cr56n012q2h 10 10 analyze analyze VERB cr56n012q2h 10 11 and and CCONJ cr56n012q2h 10 12 apply apply VERB cr56n012q2h 10 13 data datum NOUN cr56n012q2h 10 14 , , PUNCT cr56n012q2h 10 15 presenting present VERB cr56n012q2h 10 16 novel novel NOUN cr56n012q2h 10 17 models model NOUN cr56n012q2h 10 18 and and CCONJ cr56n012q2h 10 19 metrics metric NOUN cr56n012q2h 10 20 to to PART cr56n012q2h 10 21 augment augment VERB cr56n012q2h 10 22 existing exist VERB cr56n012q2h 10 23 workflows workflow NOUN cr56n012q2h 10 24 rather rather ADV cr56n012q2h 10 25 than than ADP cr56n012q2h 10 26 replace replace VERB cr56n012q2h 10 27 them they PRON cr56n012q2h 10 28 . . PUNCT cr56n012q2h 11 1 finally finally ADV cr56n012q2h 11 2 , , PUNCT cr56n012q2h 11 3 it it PRON cr56n012q2h 11 4 explores explore VERB cr56n012q2h 11 5 how how SCONJ cr56n012q2h 11 6 informatics informatic NOUN cr56n012q2h 11 7 can can AUX cr56n012q2h 11 8 evaluate evaluate VERB cr56n012q2h 11 9 current current ADJ cr56n012q2h 11 10 processes process NOUN cr56n012q2h 11 11 and and CCONJ cr56n012q2h 11 12 formulate formulate VERB cr56n012q2h 11 13 data datum NOUN cr56n012q2h 11 14 to to PART cr56n012q2h 11 15 not not PART cr56n012q2h 11 16 only only ADV cr56n012q2h 11 17 explain explain VERB cr56n012q2h 11 18 what what PRON cr56n012q2h 11 19 is be AUX cr56n012q2h 11 20 observed observe VERB cr56n012q2h 11 21 , , PUNCT cr56n012q2h 11 22 but but CCONJ cr56n012q2h 11 23 to to PART cr56n012q2h 11 24 advance advance VERB cr56n012q2h 11 25 and and CCONJ cr56n012q2h 11 26 inform inform VERB cr56n012q2h 11 27 new new ADJ cr56n012q2h 11 28 knowledge knowledge NOUN cr56n012q2h 11 29 around around ADP cr56n012q2h 11 30 health health NOUN cr56n012q2h 11 31 practices practice NOUN cr56n012q2h 11 32 and and CCONJ cr56n012q2h 11 33 even even ADV cr56n012q2h 11 34 the the DET cr56n012q2h 11 35 data datum NOUN cr56n012q2h 11 36 itself itself PRON cr56n012q2h 11 37 . . PUNCT