id sid tid token lemma pos cord-285379-ljg475sj 1 1 key key NN cord-285379-ljg475sj 1 2 : : : cord-285379-ljg475sj 2 1 cord-285379-ljg475sj cord-285379-ljg475sj JJ cord-285379-ljg475sj 2 2 authors author NNS cord-285379-ljg475sj 2 3 : : : cord-285379-ljg475sj 2 4 Slotwiner Slotwiner NNP cord-285379-ljg475sj 2 5 , , , cord-285379-ljg475sj 2 6 David David NNP cord-285379-ljg475sj 2 7 J. J. NNP cord-285379-ljg475sj 2 8 ; ; : cord-285379-ljg475sj 2 9 Al Al NNP cord-285379-ljg475sj 2 10 - - HYPH cord-285379-ljg475sj 2 11 Khatib Khatib NNP cord-285379-ljg475sj 2 12 , , , cord-285379-ljg475sj 2 13 Sana Sana NNP cord-285379-ljg475sj 2 14 M. M. NNP cord-285379-ljg475sj 3 1 title title NN cord-285379-ljg475sj 3 2 : : : cord-285379-ljg475sj 3 3 Digital Digital NNP cord-285379-ljg475sj 3 4 Health Health NNP cord-285379-ljg475sj 3 5 in in IN cord-285379-ljg475sj 3 6 Electrophysiology Electrophysiology NNP cord-285379-ljg475sj 3 7 and and CC cord-285379-ljg475sj 3 8 the the DT cord-285379-ljg475sj 3 9 COVID-19 COVID-19 NNP cord-285379-ljg475sj 3 10 Global Global NNP cord-285379-ljg475sj 3 11 Pandemic Pandemic NNP cord-285379-ljg475sj 3 12 date date NN cord-285379-ljg475sj 3 13 : : : cord-285379-ljg475sj 3 14 2020 2020 CD cord-285379-ljg475sj 3 15 - - SYM cord-285379-ljg475sj 3 16 10 10 CD cord-285379-ljg475sj 3 17 - - HYPH cord-285379-ljg475sj 3 18 03 03 CD cord-285379-ljg475sj 3 19 journal journal NN cord-285379-ljg475sj 3 20 : : : cord-285379-ljg475sj 4 1 Heart heart NN cord-285379-ljg475sj 4 2 Rhythm Rhythm NNP cord-285379-ljg475sj 4 3 O2 o2 NN cord-285379-ljg475sj 4 4 DOI doi NN cord-285379-ljg475sj 4 5 : : : cord-285379-ljg475sj 5 1 10.1016 10.1016 CD cord-285379-ljg475sj 5 2 / / SYM cord-285379-ljg475sj 5 3 j.hroo.2020.09.003 j.hroo.2020.09.003 NNP cord-285379-ljg475sj 5 4 sha sha NNP cord-285379-ljg475sj 5 5 : : : cord-285379-ljg475sj 5 6 fc87f9006feac65deacac9eec5942a91845619aa fc87f9006feac65deacac9eec5942a91845619aa NNP cord-285379-ljg475sj 5 7 doc_id doc_id CD cord-285379-ljg475sj 5 8 : : : cord-285379-ljg475sj 5 9 285379 285379 CD cord-285379-ljg475sj 5 10 cord_uid cord_uid NNS cord-285379-ljg475sj 5 11 : : : cord-285379-ljg475sj 6 1 ljg475sj ljg475sj VB cord-285379-ljg475sj 6 2 The the DT cord-285379-ljg475sj 6 3 tools tool NNS cord-285379-ljg475sj 6 4 of of IN cord-285379-ljg475sj 6 5 digital digital JJ cord-285379-ljg475sj 6 6 health health NN cord-285379-ljg475sj 6 7 are be VBP cord-285379-ljg475sj 6 8 facilitating facilitate VBG cord-285379-ljg475sj 6 9 a a DT cord-285379-ljg475sj 6 10 much much JJ cord-285379-ljg475sj 6 11 needed need VBN cord-285379-ljg475sj 6 12 paradigm paradigm NN cord-285379-ljg475sj 6 13 shift shift NN cord-285379-ljg475sj 6 14 to to IN cord-285379-ljg475sj 6 15 a a DT cord-285379-ljg475sj 6 16 more more RBR cord-285379-ljg475sj 6 17 patient patient JJ cord-285379-ljg475sj 6 18 - - HYPH cord-285379-ljg475sj 6 19 centric centric NN cord-285379-ljg475sj 6 20 health health NN cord-285379-ljg475sj 6 21 care care NN cord-285379-ljg475sj 6 22 delivery delivery NN cord-285379-ljg475sj 6 23 system system NN cord-285379-ljg475sj 6 24 , , , cord-285379-ljg475sj 6 25 yet yet CC cord-285379-ljg475sj 6 26 our -PRON- PRP$ cord-285379-ljg475sj 6 27 healthcare healthcare NN cord-285379-ljg475sj 6 28 infrastructure infrastructure NN cord-285379-ljg475sj 6 29 is be VBZ cord-285379-ljg475sj 6 30 firmly firmly RB cord-285379-ljg475sj 6 31 rooted root VBN cord-285379-ljg475sj 6 32 in in IN cord-285379-ljg475sj 6 33 a a DT cord-285379-ljg475sj 6 34 20(th 20(th CD cord-285379-ljg475sj 6 35 ) ) -RRB- cord-285379-ljg475sj 6 36 Century century NN cord-285379-ljg475sj 6 37 model model NN cord-285379-ljg475sj 6 38 which which WDT cord-285379-ljg475sj 6 39 was be VBD cord-285379-ljg475sj 6 40 not not RB cord-285379-ljg475sj 6 41 designed design VBN cord-285379-ljg475sj 6 42 to to TO cord-285379-ljg475sj 6 43 receive receive VB cord-285379-ljg475sj 6 44 medical medical JJ cord-285379-ljg475sj 6 45 data datum NNS cord-285379-ljg475sj 6 46 from from IN cord-285379-ljg475sj 6 47 outside outside IN cord-285379-ljg475sj 6 48 the the DT cord-285379-ljg475sj 6 49 traditional traditional JJ cord-285379-ljg475sj 6 50 medical medical JJ cord-285379-ljg475sj 6 51 environment environment NN cord-285379-ljg475sj 6 52 . . . cord-285379-ljg475sj 7 1 COVID-19 COVID-19 NNP cord-285379-ljg475sj 7 2 has have VBZ cord-285379-ljg475sj 7 3 accelerated accelerate VBN cord-285379-ljg475sj 7 4 this this DT cord-285379-ljg475sj 7 5 adoption adoption NN cord-285379-ljg475sj 7 6 and and CC cord-285379-ljg475sj 7 7 illustrated illustrate VBD cord-285379-ljg475sj 7 8 the the DT cord-285379-ljg475sj 7 9 challenges challenge NNS cord-285379-ljg475sj 7 10 that that WDT cord-285379-ljg475sj 7 11 lie lie VBP cord-285379-ljg475sj 7 12 ahead ahead RB cord-285379-ljg475sj 7 13 as as IN cord-285379-ljg475sj 7 14 we -PRON- PRP cord-285379-ljg475sj 7 15 make make VBP cord-285379-ljg475sj 7 16 this this DT cord-285379-ljg475sj 7 17 shift shift NN cord-285379-ljg475sj 7 18 . . . cord-285379-ljg475sj 8 1 The the DT cord-285379-ljg475sj 8 2 diverse diverse JJ cord-285379-ljg475sj 8 3 ecosystem ecosystem NN cord-285379-ljg475sj 8 4 of of IN cord-285379-ljg475sj 8 5 digital digital JJ cord-285379-ljg475sj 8 6 health health NN cord-285379-ljg475sj 8 7 tools tool NNS cord-285379-ljg475sj 8 8 share share VBP cord-285379-ljg475sj 8 9 one one CD cord-285379-ljg475sj 8 10 feature feature NN cord-285379-ljg475sj 8 11 in in IN cord-285379-ljg475sj 8 12 common common JJ cord-285379-ljg475sj 8 13 : : : cord-285379-ljg475sj 8 14 they -PRON- PRP cord-285379-ljg475sj 8 15 generate generate VBP cord-285379-ljg475sj 8 16 data datum NNS cord-285379-ljg475sj 8 17 which which WDT cord-285379-ljg475sj 8 18 must must MD cord-285379-ljg475sj 8 19 be be VB cord-285379-ljg475sj 8 20 processed process VBN cord-285379-ljg475sj 8 21 , , , cord-285379-ljg475sj 8 22 triaged triage VBN cord-285379-ljg475sj 8 23 , , , cord-285379-ljg475sj 8 24 acted act VBD cord-285379-ljg475sj 8 25 upon upon IN cord-285379-ljg475sj 8 26 and and CC cord-285379-ljg475sj 8 27 incorporated incorporate VBN cord-285379-ljg475sj 8 28 into into IN cord-285379-ljg475sj 8 29 the the DT cord-285379-ljg475sj 8 30 longitudinal longitudinal JJ cord-285379-ljg475sj 8 31 electronic electronic JJ cord-285379-ljg475sj 8 32 health health NN cord-285379-ljg475sj 8 33 record record NN cord-285379-ljg475sj 8 34 . . . cord-285379-ljg475sj 9 1 Critical critical JJ cord-285379-ljg475sj 9 2 abnormal abnormal JJ cord-285379-ljg475sj 9 3 findings finding NNS cord-285379-ljg475sj 9 4 must must MD cord-285379-ljg475sj 9 5 be be VB cord-285379-ljg475sj 9 6 identified identify VBN cord-285379-ljg475sj 9 7 and and CC cord-285379-ljg475sj 9 8 acted act VBN cord-285379-ljg475sj 9 9 upon upon IN cord-285379-ljg475sj 9 10 rapidly rapidly RB cord-285379-ljg475sj 9 11 , , , cord-285379-ljg475sj 9 12 while while IN cord-285379-ljg475sj 9 13 semi semi JJ cord-285379-ljg475sj 9 14 - - JJ cord-285379-ljg475sj 9 15 urgent urgent JJ cord-285379-ljg475sj 9 16 and and CC cord-285379-ljg475sj 9 17 non non JJ cord-285379-ljg475sj 9 18 - - JJ cord-285379-ljg475sj 9 19 critical critical JJ cord-285379-ljg475sj 9 20 data datum NNS cord-285379-ljg475sj 9 21 and and CC cord-285379-ljg475sj 9 22 trends trend NNS cord-285379-ljg475sj 9 23 may may MD cord-285379-ljg475sj 9 24 be be VB cord-285379-ljg475sj 9 25 reviewed review VBN cord-285379-ljg475sj 9 26 within within IN cord-285379-ljg475sj 9 27 a a DT cord-285379-ljg475sj 9 28 less less RBR cord-285379-ljg475sj 9 29 urgent urgent JJ cord-285379-ljg475sj 9 30 timeline timeline NN cord-285379-ljg475sj 9 31 . . . cord-285379-ljg475sj 10 1 Clinically clinically RB cord-285379-ljg475sj 10 2 irrelevant irrelevant JJ cord-285379-ljg475sj 10 3 findings finding NNS cord-285379-ljg475sj 10 4 , , , cord-285379-ljg475sj 10 5 which which WDT cord-285379-ljg475sj 10 6 presently presently RB cord-285379-ljg475sj 10 7 comprise comprise VBP cord-285379-ljg475sj 10 8 a a DT cord-285379-ljg475sj 10 9 significant significant JJ cord-285379-ljg475sj 10 10 percentage percentage NN cord-285379-ljg475sj 10 11 of of IN cord-285379-ljg475sj 10 12 the the DT cord-285379-ljg475sj 10 13 alerts alert NNS cord-285379-ljg475sj 10 14 , , , cord-285379-ljg475sj 10 15 ideally ideally RB cord-285379-ljg475sj 10 16 would would MD cord-285379-ljg475sj 10 17 be be VB cord-285379-ljg475sj 10 18 removed remove VBN cord-285379-ljg475sj 10 19 to to TO cord-285379-ljg475sj 10 20 optimize optimize VB cord-285379-ljg475sj 10 21 the the DT cord-285379-ljg475sj 10 22 high high JJ cord-285379-ljg475sj 10 23 cost cost NN cord-285379-ljg475sj 10 24 , , , cord-285379-ljg475sj 10 25 high high JJ cord-285379-ljg475sj 10 26 value value NN cord-285379-ljg475sj 10 27 resource resource NN cord-285379-ljg475sj 10 28 ; ; : cord-285379-ljg475sj 10 29 i.e. i.e. FW cord-285379-ljg475sj 10 30 , , , cord-285379-ljg475sj 10 31 the the DT cord-285379-ljg475sj 10 32 clinicians clinician NNS cord-285379-ljg475sj 10 33 ’ ’ POS cord-285379-ljg475sj 10 34 attention attention NN cord-285379-ljg475sj 10 35 and and CC cord-285379-ljg475sj 10 36 time time NN cord-285379-ljg475sj 10 37 . . . cord-285379-ljg475sj 11 1 We -PRON- PRP cord-285379-ljg475sj 11 2 need need VBP cord-285379-ljg475sj 11 3 to to TO cord-285379-ljg475sj 11 4 transform transform VB cord-285379-ljg475sj 11 5 our -PRON- PRP$ cord-285379-ljg475sj 11 6 established established JJ cord-285379-ljg475sj 11 7 health health NN cord-285379-ljg475sj 11 8 care care NN cord-285379-ljg475sj 11 9 infrastructure infrastructure NN cord-285379-ljg475sj 11 10 , , , cord-285379-ljg475sj 11 11 technologies technology NNS cord-285379-ljg475sj 11 12 and and CC cord-285379-ljg475sj 11 13 workflows workflow NNS cord-285379-ljg475sj 11 14 to to TO cord-285379-ljg475sj 11 15 be be VB cord-285379-ljg475sj 11 16 able able JJ cord-285379-ljg475sj 11 17 to to TO cord-285379-ljg475sj 11 18 safely safely RB cord-285379-ljg475sj 11 19 , , , cord-285379-ljg475sj 11 20 effectively effectively RB cord-285379-ljg475sj 11 21 and and CC cord-285379-ljg475sj 11 22 efficiently efficiently RB cord-285379-ljg475sj 11 23 manage manage VB cord-285379-ljg475sj 11 24 the the DT cord-285379-ljg475sj 11 25 vast vast JJ cord-285379-ljg475sj 11 26 quantities quantity NNS cord-285379-ljg475sj 11 27 of of IN cord-285379-ljg475sj 11 28 data datum NNS cord-285379-ljg475sj 11 29 that that WDT cord-285379-ljg475sj 11 30 these these DT cord-285379-ljg475sj 11 31 tools tool NNS cord-285379-ljg475sj 11 32 will will MD cord-285379-ljg475sj 11 33 generate generate VB cord-285379-ljg475sj 11 34 . . . cord-285379-ljg475sj 12 1 This this DT cord-285379-ljg475sj 12 2 must must MD cord-285379-ljg475sj 12 3 include include VB cord-285379-ljg475sj 12 4 both both DT cord-285379-ljg475sj 12 5 new new JJ cord-285379-ljg475sj 12 6 technologies technology NNS cord-285379-ljg475sj 12 7 from from IN cord-285379-ljg475sj 12 8 industry industry NN cord-285379-ljg475sj 12 9 as as RB cord-285379-ljg475sj 12 10 well well RB cord-285379-ljg475sj 12 11 as as IN cord-285379-ljg475sj 12 12 expert expert JJ cord-285379-ljg475sj 12 13 consensus consensus NN cord-285379-ljg475sj 12 14 documents document NNS cord-285379-ljg475sj 12 15 from from IN cord-285379-ljg475sj 12 16 medical medical JJ cord-285379-ljg475sj 12 17 specialty specialty NN cord-285379-ljg475sj 12 18 societies society NNS cord-285379-ljg475sj 12 19 including include VBG cord-285379-ljg475sj 12 20 the the DT cord-285379-ljg475sj 12 21 Heart Heart NNP cord-285379-ljg475sj 12 22 Rhythm Rhythm NNP cord-285379-ljg475sj 12 23 Society Society NNP cord-285379-ljg475sj 12 24 . . . cord-285379-ljg475sj 13 1 Ultimately ultimately RB cord-285379-ljg475sj 13 2 , , , cord-285379-ljg475sj 13 3 research research NN cord-285379-ljg475sj 13 4 will will MD cord-285379-ljg475sj 13 5 be be VB cord-285379-ljg475sj 13 6 fundamental fundamental JJ cord-285379-ljg475sj 13 7 to to TO cord-285379-ljg475sj 13 8 inform inform VB cord-285379-ljg475sj 13 9 effective effective JJ cord-285379-ljg475sj 13 10 development development NN cord-285379-ljg475sj 13 11 and and CC cord-285379-ljg475sj 13 12 implementation implementation NN cord-285379-ljg475sj 13 13 of of IN cord-285379-ljg475sj 13 14 these these DT cord-285379-ljg475sj 13 15 tools tool NNS cord-285379-ljg475sj 13 16 . . . cord-285379-ljg475sj 14 1 The the DT cord-285379-ljg475sj 14 2 tools tool NNS cord-285379-ljg475sj 14 3 of of IN cord-285379-ljg475sj 14 4 digital digital JJ cord-285379-ljg475sj 14 5 health health NN cord-285379-ljg475sj 14 6 are be VBP cord-285379-ljg475sj 14 7 facilitating facilitate VBG cord-285379-ljg475sj 14 8 a a DT cord-285379-ljg475sj 14 9 much much JJ cord-285379-ljg475sj 14 10 needed need VBN cord-285379-ljg475sj 14 11 paradigm paradigm NN cord-285379-ljg475sj 14 12 shift shift NN cord-285379-ljg475sj 14 13 to to IN cord-285379-ljg475sj 14 14 a a DT cord-285379-ljg475sj 14 15 more more RBR cord-285379-ljg475sj 14 16 patient patient JJ cord-285379-ljg475sj 14 17 - - HYPH cord-285379-ljg475sj 14 18 centric centric NN cord-285379-ljg475sj 14 19 health health NN cord-285379-ljg475sj 14 20 care care NN cord-285379-ljg475sj 14 21 delivery delivery NN cord-285379-ljg475sj 14 22 system system NN cord-285379-ljg475sj 14 23 , , , cord-285379-ljg475sj 14 24 yet yet CC cord-285379-ljg475sj 14 25 our -PRON- PRP$ cord-285379-ljg475sj 14 26 healthcare healthcare NN cord-285379-ljg475sj 14 27 infrastructure infrastructure NN cord-285379-ljg475sj 14 28 is be VBZ cord-285379-ljg475sj 14 29 firmly firmly RB cord-285379-ljg475sj 14 30 rooted root VBN cord-285379-ljg475sj 14 31 in in IN cord-285379-ljg475sj 14 32 a a DT cord-285379-ljg475sj 14 33 20 20 CD cord-285379-ljg475sj 14 34 th th NNP cord-285379-ljg475sj 14 35 Century Century NNP cord-285379-ljg475sj 14 36 model model NN cord-285379-ljg475sj 14 37 which which WDT cord-285379-ljg475sj 14 38 was be VBD cord-285379-ljg475sj 14 39 not not RB cord-285379-ljg475sj 14 40 designed design VBN cord-285379-ljg475sj 14 41 to to TO cord-285379-ljg475sj 14 42 receive receive VB cord-285379-ljg475sj 14 43 medical medical JJ cord-285379-ljg475sj 14 44 data datum NNS cord-285379-ljg475sj 14 45 from from IN cord-285379-ljg475sj 14 46 outside outside IN cord-285379-ljg475sj 14 47 the the DT cord-285379-ljg475sj 14 48 traditional traditional JJ cord-285379-ljg475sj 14 49 medical medical JJ cord-285379-ljg475sj 14 50 environment environment NN cord-285379-ljg475sj 14 51 . . . cord-285379-ljg475sj 15 1 COVID-19 COVID-19 NNP cord-285379-ljg475sj 15 2 has have VBZ cord-285379-ljg475sj 15 3 accelerated accelerate VBN cord-285379-ljg475sj 15 4 this this DT cord-285379-ljg475sj 15 5 adoption adoption NN cord-285379-ljg475sj 15 6 and and CC cord-285379-ljg475sj 15 7 illustrated illustrate VBD cord-285379-ljg475sj 15 8 the the DT cord-285379-ljg475sj 15 9 challenges challenge NNS cord-285379-ljg475sj 15 10 that that WDT cord-285379-ljg475sj 15 11 lie lie VBP cord-285379-ljg475sj 15 12 ahead ahead RB cord-285379-ljg475sj 15 13 as as IN cord-285379-ljg475sj 15 14 we -PRON- PRP cord-285379-ljg475sj 15 15 make make VBP cord-285379-ljg475sj 15 16 this this DT cord-285379-ljg475sj 15 17 shift shift NN cord-285379-ljg475sj 15 18 . . . cord-285379-ljg475sj 16 1 The the DT cord-285379-ljg475sj 16 2 diverse diverse JJ cord-285379-ljg475sj 16 3 ecosystem ecosystem NN cord-285379-ljg475sj 16 4 of of IN cord-285379-ljg475sj 16 5 digital digital JJ cord-285379-ljg475sj 16 6 health health NN cord-285379-ljg475sj 16 7 tools tool NNS cord-285379-ljg475sj 16 8 share share VBP cord-285379-ljg475sj 16 9 one one CD cord-285379-ljg475sj 16 10 feature feature NN cord-285379-ljg475sj 16 11 in in IN cord-285379-ljg475sj 16 12 common common JJ cord-285379-ljg475sj 16 13 : : : cord-285379-ljg475sj 16 14 they -PRON- PRP cord-285379-ljg475sj 16 15 generate generate VBP cord-285379-ljg475sj 16 16 data datum NNS cord-285379-ljg475sj 16 17 which which WDT cord-285379-ljg475sj 16 18 must must MD cord-285379-ljg475sj 16 19 be be VB cord-285379-ljg475sj 16 20 processed process VBN cord-285379-ljg475sj 16 21 , , , cord-285379-ljg475sj 16 22 triaged triage VBN cord-285379-ljg475sj 16 23 , , , cord-285379-ljg475sj 16 24 acted act VBD cord-285379-ljg475sj 16 25 upon upon IN cord-285379-ljg475sj 16 26 and and CC cord-285379-ljg475sj 16 27 incorporated incorporate VBN cord-285379-ljg475sj 16 28 into into IN cord-285379-ljg475sj 16 29 the the DT cord-285379-ljg475sj 16 30 longitudinal longitudinal JJ cord-285379-ljg475sj 16 31 electronic electronic JJ cord-285379-ljg475sj 16 32 health health NN cord-285379-ljg475sj 16 33 record record NN cord-285379-ljg475sj 16 34 . . . cord-285379-ljg475sj 17 1 Critical critical JJ cord-285379-ljg475sj 17 2 abnormal abnormal JJ cord-285379-ljg475sj 17 3 findings finding NNS cord-285379-ljg475sj 17 4 must must MD cord-285379-ljg475sj 17 5 be be VB cord-285379-ljg475sj 17 6 identified identify VBN cord-285379-ljg475sj 17 7 and and CC cord-285379-ljg475sj 17 8 acted act VBN cord-285379-ljg475sj 17 9 upon upon IN cord-285379-ljg475sj 17 10 rapidly rapidly RB cord-285379-ljg475sj 17 11 , , , cord-285379-ljg475sj 17 12 while while IN cord-285379-ljg475sj 17 13 semi semi JJ cord-285379-ljg475sj 17 14 - - JJ cord-285379-ljg475sj 17 15 urgent urgent JJ cord-285379-ljg475sj 17 16 and and CC cord-285379-ljg475sj 17 17 non non JJ cord-285379-ljg475sj 17 18 - - JJ cord-285379-ljg475sj 17 19 critical critical JJ cord-285379-ljg475sj 17 20 data datum NNS cord-285379-ljg475sj 17 21 and and CC cord-285379-ljg475sj 17 22 trends trend NNS cord-285379-ljg475sj 17 23 may may MD cord-285379-ljg475sj 17 24 be be VB cord-285379-ljg475sj 17 25 reviewed review VBN cord-285379-ljg475sj 17 26 within within IN cord-285379-ljg475sj 17 27 a a DT cord-285379-ljg475sj 17 28 less less RBR cord-285379-ljg475sj 17 29 urgent urgent JJ cord-285379-ljg475sj 17 30 timeline timeline NN cord-285379-ljg475sj 17 31 . . . cord-285379-ljg475sj 18 1 Clinically clinically RB cord-285379-ljg475sj 18 2 irrelevant irrelevant JJ cord-285379-ljg475sj 18 3 findings finding NNS cord-285379-ljg475sj 18 4 , , , cord-285379-ljg475sj 18 5 which which WDT cord-285379-ljg475sj 18 6 presently presently RB cord-285379-ljg475sj 18 7 comprise comprise VBP cord-285379-ljg475sj 18 8 a a DT cord-285379-ljg475sj 18 9 significant significant JJ cord-285379-ljg475sj 18 10 percentage percentage NN cord-285379-ljg475sj 18 11 of of IN cord-285379-ljg475sj 18 12 the the DT cord-285379-ljg475sj 18 13 alerts alert NNS cord-285379-ljg475sj 18 14 , , , cord-285379-ljg475sj 18 15 ideally ideally RB cord-285379-ljg475sj 18 16 would would MD cord-285379-ljg475sj 18 17 be be VB cord-285379-ljg475sj 18 18 removed remove VBN cord-285379-ljg475sj 18 19 to to TO cord-285379-ljg475sj 18 20 optimize optimize VB cord-285379-ljg475sj 18 21 the the DT cord-285379-ljg475sj 18 22 high high JJ cord-285379-ljg475sj 18 23 cost cost NN cord-285379-ljg475sj 18 24 , , , cord-285379-ljg475sj 18 25 high high JJ cord-285379-ljg475sj 18 26 value value NN cord-285379-ljg475sj 18 27 resource resource NN cord-285379-ljg475sj 18 28 ; ; : cord-285379-ljg475sj 18 29 i.e. i.e. FW cord-285379-ljg475sj 18 30 , , , cord-285379-ljg475sj 18 31 the the DT cord-285379-ljg475sj 18 32 clinicians clinician NNS cord-285379-ljg475sj 18 33 ' ' POS cord-285379-ljg475sj 18 34 attention attention NN cord-285379-ljg475sj 18 35 and and CC cord-285379-ljg475sj 18 36 time time NN cord-285379-ljg475sj 18 37 . . . cord-285379-ljg475sj 19 1 We -PRON- PRP cord-285379-ljg475sj 19 2 need need VBP cord-285379-ljg475sj 19 3 to to TO cord-285379-ljg475sj 19 4 transform transform VB cord-285379-ljg475sj 19 5 our -PRON- PRP$ cord-285379-ljg475sj 19 6 established established JJ cord-285379-ljg475sj 19 7 health health NN cord-285379-ljg475sj 19 8 care care NN cord-285379-ljg475sj 19 9 infrastructure infrastructure NN cord-285379-ljg475sj 19 10 , , , cord-285379-ljg475sj 19 11 technologies technology NNS cord-285379-ljg475sj 19 12 and and CC cord-285379-ljg475sj 19 13 workflows workflow NNS cord-285379-ljg475sj 19 14 to to TO cord-285379-ljg475sj 19 15 be be VB cord-285379-ljg475sj 19 16 able able JJ cord-285379-ljg475sj 19 17 to to TO cord-285379-ljg475sj 19 18 safely safely RB cord-285379-ljg475sj 19 19 , , , cord-285379-ljg475sj 19 20 effectively effectively RB cord-285379-ljg475sj 19 21 and and CC cord-285379-ljg475sj 19 22 efficiently efficiently RB cord-285379-ljg475sj 19 23 manage manage VB cord-285379-ljg475sj 19 24 the the DT cord-285379-ljg475sj 19 25 vast vast JJ cord-285379-ljg475sj 19 26 quantities quantity NNS cord-285379-ljg475sj 19 27 of of IN cord-285379-ljg475sj 19 28 data datum NNS cord-285379-ljg475sj 19 29 that that WDT cord-285379-ljg475sj 19 30 these these DT cord-285379-ljg475sj 19 31 tools tool NNS cord-285379-ljg475sj 19 32 will will MD cord-285379-ljg475sj 19 33 generate generate VB cord-285379-ljg475sj 19 34 . . . cord-285379-ljg475sj 20 1 This this DT cord-285379-ljg475sj 20 2 must must MD cord-285379-ljg475sj 20 3 include include VB cord-285379-ljg475sj 20 4 both both DT cord-285379-ljg475sj 20 5 new new JJ cord-285379-ljg475sj 20 6 technologies technology NNS cord-285379-ljg475sj 20 7 from from IN cord-285379-ljg475sj 20 8 industry industry NN cord-285379-ljg475sj 20 9 as as RB cord-285379-ljg475sj 20 10 well well RB cord-285379-ljg475sj 20 11 as as IN cord-285379-ljg475sj 20 12 expert expert JJ cord-285379-ljg475sj 20 13 consensus consensus NN cord-285379-ljg475sj 20 14 documents document NNS cord-285379-ljg475sj 20 15 from from IN cord-285379-ljg475sj 20 16 medical medical JJ cord-285379-ljg475sj 20 17 specialty specialty NN cord-285379-ljg475sj 20 18 societies society NNS cord-285379-ljg475sj 20 19 including include VBG cord-285379-ljg475sj 20 20 the the DT cord-285379-ljg475sj 20 21 Heart Heart NNP cord-285379-ljg475sj 20 22 Rhythm Rhythm NNP cord-285379-ljg475sj 20 23 Society Society NNP cord-285379-ljg475sj 20 24 . . . cord-285379-ljg475sj 21 1 Ultimately ultimately RB cord-285379-ljg475sj 21 2 , , , cord-285379-ljg475sj 21 3 research research NN cord-285379-ljg475sj 21 4 will will MD cord-285379-ljg475sj 21 5 be be VB cord-285379-ljg475sj 21 6 fundamental fundamental JJ cord-285379-ljg475sj 21 7 to to TO cord-285379-ljg475sj 21 8 inform inform VB cord-285379-ljg475sj 21 9 effective effective JJ cord-285379-ljg475sj 21 10 development development NN cord-285379-ljg475sj 21 11 and and CC cord-285379-ljg475sj 21 12 implementation implementation NN cord-285379-ljg475sj 21 13 of of IN cord-285379-ljg475sj 21 14 these these DT cord-285379-ljg475sj 21 15 tools tool NNS cord-285379-ljg475sj 21 16 . . . cord-285379-ljg475sj 22 1 As as IN cord-285379-ljg475sj 22 2 the the DT cord-285379-ljg475sj 22 3 medical medical JJ cord-285379-ljg475sj 22 4 community community NN cord-285379-ljg475sj 22 5 addresses address VBZ cord-285379-ljg475sj 22 6 the the DT cord-285379-ljg475sj 22 7 complexities complexity NNS cord-285379-ljg475sj 22 8 associated associate VBN cord-285379-ljg475sj 22 9 with with IN cord-285379-ljg475sj 22 10 the the DT cord-285379-ljg475sj 22 11 Coronavirus Coronavirus NNP cord-285379-ljg475sj 22 12 disease-19 disease-19 , cord-285379-ljg475sj 22 13 ( ( -LRB- cord-285379-ljg475sj 22 14 COVID-19 COVID-19 NNP cord-285379-ljg475sj 22 15 ) ) -RRB- cord-285379-ljg475sj 22 16 pandemic pandemic NN cord-285379-ljg475sj 22 17 , , , cord-285379-ljg475sj 22 18 digital digital JJ cord-285379-ljg475sj 22 19 health health NN cord-285379-ljg475sj 22 20 tools tool NNS cord-285379-ljg475sj 22 21 , , , cord-285379-ljg475sj 22 22 by by IN cord-285379-ljg475sj 22 23 communicating communicate VBG cord-285379-ljg475sj 22 24 physiologic physiologic JJ cord-285379-ljg475sj 22 25 data datum NNS cord-285379-ljg475sj 22 26 recorded record VBN cord-285379-ljg475sj 22 27 outside outside IN cord-285379-ljg475sj 22 28 the the DT cord-285379-ljg475sj 22 29 traditional traditional JJ cord-285379-ljg475sj 22 30 boundaries boundary NNS cord-285379-ljg475sj 22 31 of of IN cord-285379-ljg475sj 22 32 the the DT cord-285379-ljg475sj 22 33 healthcare healthcare NN cord-285379-ljg475sj 22 34 environment environment NN cord-285379-ljg475sj 22 35 , , , cord-285379-ljg475sj 22 36 are be VBP cord-285379-ljg475sj 22 37 providing provide VBG cord-285379-ljg475sj 22 38 solutions solution NNS cord-285379-ljg475sj 22 39 to to IN cord-285379-ljg475sj 22 40 many many JJ cord-285379-ljg475sj 22 41 of of IN cord-285379-ljg475sj 22 42 the the DT cord-285379-ljg475sj 22 43 challenges challenge NNS cord-285379-ljg475sj 22 44 . . . cord-285379-ljg475sj 23 1 The the DT cord-285379-ljg475sj 23 2 pandemic pandemic NN cord-285379-ljg475sj 23 3 has have VBZ cord-285379-ljg475sj 23 4 accelerated accelerate VBN cord-285379-ljg475sj 23 5 the the DT cord-285379-ljg475sj 23 6 adoption adoption NN cord-285379-ljg475sj 23 7 of of IN cord-285379-ljg475sj 23 8 digital digital JJ cord-285379-ljg475sj 23 9 health health NN cord-285379-ljg475sj 23 10 , , , cord-285379-ljg475sj 23 11 yet yet CC cord-285379-ljg475sj 23 12 our -PRON- PRP$ cord-285379-ljg475sj 23 13 healthcare healthcare NN cord-285379-ljg475sj 23 14 system system NN cord-285379-ljg475sj 23 15 infrastructures infrastructure NNS cord-285379-ljg475sj 23 16 are be VBP cord-285379-ljg475sj 23 17 firmly firmly RB cord-285379-ljg475sj 23 18 rooted root VBN cord-285379-ljg475sj 23 19 in in IN cord-285379-ljg475sj 23 20 a a DT cord-285379-ljg475sj 23 21 20th 20th JJ cord-285379-ljg475sj 23 22 century century NN cord-285379-ljg475sj 23 23 closed closed JJ cord-285379-ljg475sj 23 24 loop loop NN cord-285379-ljg475sj 23 25 delivery delivery NN cord-285379-ljg475sj 23 26 model model NN cord-285379-ljg475sj 23 27 : : : cord-285379-ljg475sj 23 28 systems system NNS cord-285379-ljg475sj 23 29 have have VBP cord-285379-ljg475sj 23 30 been be VBN cord-285379-ljg475sj 23 31 designed design VBN cord-285379-ljg475sj 23 32 to to TO cord-285379-ljg475sj 23 33 enable enable VB cord-285379-ljg475sj 23 34 clinicians clinician NNS cord-285379-ljg475sj 23 35 to to TO cord-285379-ljg475sj 23 36 place place VB cord-285379-ljg475sj 23 37 an an DT cord-285379-ljg475sj 23 38 order order NN cord-285379-ljg475sj 23 39 for for IN cord-285379-ljg475sj 23 40 diagnostic diagnostic JJ cord-285379-ljg475sj 23 41 and and CC cord-285379-ljg475sj 23 42 therapeutic therapeutic JJ cord-285379-ljg475sj 23 43 interventions intervention NNS cord-285379-ljg475sj 23 44 which which WDT cord-285379-ljg475sj 23 45 are be VBP cord-285379-ljg475sj 23 46 then then RB cord-285379-ljg475sj 23 47 performed perform VBN cord-285379-ljg475sj 23 48 within within IN cord-285379-ljg475sj 23 49 the the DT cord-285379-ljg475sj 23 50 traditional traditional JJ cord-285379-ljg475sj 23 51 boundaries boundary NNS cord-285379-ljg475sj 23 52 of of IN cord-285379-ljg475sj 23 53 the the DT cord-285379-ljg475sj 23 54 clinician clinician NN cord-285379-ljg475sj 23 55 's 's POS cord-285379-ljg475sj 23 56 office office NN cord-285379-ljg475sj 23 57 , , , cord-285379-ljg475sj 23 58 hospital hospital NN cord-285379-ljg475sj 23 59 , , , cord-285379-ljg475sj 23 60 or or CC cord-285379-ljg475sj 23 61 other other JJ cord-285379-ljg475sj 23 62 clinical clinical JJ cord-285379-ljg475sj 23 63 care care NN cord-285379-ljg475sj 23 64 settings setting NNS cord-285379-ljg475sj 23 65 . . . cord-285379-ljg475sj 24 1 For for IN cord-285379-ljg475sj 24 2 the the DT cord-285379-ljg475sj 24 3 most most JJS cord-285379-ljg475sj 24 4 part part NN cord-285379-ljg475sj 24 5 , , , cord-285379-ljg475sj 24 6 current current JJ cord-285379-ljg475sj 24 7 healthcare healthcare NN cord-285379-ljg475sj 24 8 systems system NNS cord-285379-ljg475sj 24 9 are be VBP cord-285379-ljg475sj 24 10 suited suit VBN cord-285379-ljg475sj 24 11 for for IN cord-285379-ljg475sj 24 12 these these DT cord-285379-ljg475sj 24 13 tasks task NNS cord-285379-ljg475sj 24 14 : : : cord-285379-ljg475sj 24 15 the the DT cord-285379-ljg475sj 24 16 test test NN cord-285379-ljg475sj 24 17 is be VBZ cord-285379-ljg475sj 24 18 performed perform VBN cord-285379-ljg475sj 24 19 , , , cord-285379-ljg475sj 24 20 a a DT cord-285379-ljg475sj 24 21 report report NN cord-285379-ljg475sj 24 22 is be VBZ cord-285379-ljg475sj 24 23 generated generate VBN cord-285379-ljg475sj 24 24 , , , cord-285379-ljg475sj 24 25 and and CC cord-285379-ljg475sj 24 26 the the DT cord-285379-ljg475sj 24 27 results result NNS cord-285379-ljg475sj 24 28 neatly neatly RB cord-285379-ljg475sj 24 29 arrive arrive VBP cord-285379-ljg475sj 24 30 in in IN cord-285379-ljg475sj 24 31 the the DT cord-285379-ljg475sj 24 32 clinicians clinician NNS cord-285379-ljg475sj 24 33 ' ' POS cord-285379-ljg475sj 24 34 in in IN cord-285379-ljg475sj 24 35 - - HYPH cord-285379-ljg475sj 24 36 box box NN cord-285379-ljg475sj 24 37 . . . cord-285379-ljg475sj 25 1 The the DT cord-285379-ljg475sj 25 2 results result NNS cord-285379-ljg475sj 25 3 are be VBP cord-285379-ljg475sj 25 4 reviewed review VBN cord-285379-ljg475sj 25 5 with with IN cord-285379-ljg475sj 25 6 patients patient NNS cord-285379-ljg475sj 25 7 either either CC cord-285379-ljg475sj 25 8 by by IN cord-285379-ljg475sj 25 9 phone phone NN cord-285379-ljg475sj 25 10 , , , cord-285379-ljg475sj 25 11 via via IN cord-285379-ljg475sj 25 12 the the DT cord-285379-ljg475sj 25 13 patient patient NN cord-285379-ljg475sj 25 14 portal portal NN cord-285379-ljg475sj 25 15 , , , cord-285379-ljg475sj 25 16 or or CC cord-285379-ljg475sj 25 17 at at IN cord-285379-ljg475sj 25 18 the the DT cord-285379-ljg475sj 25 19 next next JJ cord-285379-ljg475sj 25 20 clinic clinic NN cord-285379-ljg475sj 25 21 encounter encounter NN cord-285379-ljg475sj 25 22 . . . cord-285379-ljg475sj 26 1 This this DT cord-285379-ljg475sj 26 2 healthcare healthcare NN cord-285379-ljg475sj 26 3 clinician clinician NN cord-285379-ljg475sj 26 4 centric centric NN cord-285379-ljg475sj 26 5 model model NN cord-285379-ljg475sj 26 6 was be VBD cord-285379-ljg475sj 26 7 ripe ripe JJ cord-285379-ljg475sj 26 8 for for IN cord-285379-ljg475sj 26 9 disruption disruption NN cord-285379-ljg475sj 26 10 , , , cord-285379-ljg475sj 26 11 and and CC cord-285379-ljg475sj 26 12 the the DT cord-285379-ljg475sj 26 13 era era NN cord-285379-ljg475sj 26 14 of of IN cord-285379-ljg475sj 26 15 digital digital JJ cord-285379-ljg475sj 26 16 health health NN cord-285379-ljg475sj 26 17 and and CC cord-285379-ljg475sj 26 18 the the DT cord-285379-ljg475sj 26 19 global global JJ cord-285379-ljg475sj 26 20 COVID-19 COVID-19 NNP cord-285379-ljg475sj 26 21 pandemic pandemic NN cord-285379-ljg475sj 26 22 has have VBZ cord-285379-ljg475sj 26 23 indeed indeed RB cord-285379-ljg475sj 26 24 forever forever RB cord-285379-ljg475sj 26 25 changed change VBN cord-285379-ljg475sj 26 26 care care NN cord-285379-ljg475sj 26 27 delivery delivery NN cord-285379-ljg475sj 26 28 . . . cord-285379-ljg475sj 27 1 Physiologic physiologic JJ cord-285379-ljg475sj 27 2 data datum NNS cord-285379-ljg475sj 27 3 captured capture VBN cord-285379-ljg475sj 27 4 outside outside IN cord-285379-ljg475sj 27 5 the the DT cord-285379-ljg475sj 27 6 traditional traditional JJ cord-285379-ljg475sj 27 7 medical medical JJ cord-285379-ljg475sj 27 8 environment environment NN cord-285379-ljg475sj 27 9 by by IN cord-285379-ljg475sj 27 10 digital digital JJ cord-285379-ljg475sj 27 11 health health NN cord-285379-ljg475sj 27 12 tools tool NNS cord-285379-ljg475sj 27 13 are be VBP cord-285379-ljg475sj 27 14 fundamentally fundamentally RB cord-285379-ljg475sj 27 15 changing change VBG cord-285379-ljg475sj 27 16 the the DT cord-285379-ljg475sj 27 17 way way NN cord-285379-ljg475sj 27 18 patients patient NNS cord-285379-ljg475sj 27 19 and and CC cord-285379-ljg475sj 27 20 clinicians clinician NNS cord-285379-ljg475sj 27 21 communicate communicate VBP cord-285379-ljg475sj 27 22 , , , cord-285379-ljg475sj 27 23 manage manage VB cord-285379-ljg475sj 27 24 diseases disease NNS cord-285379-ljg475sj 27 25 , , , cord-285379-ljg475sj 27 26 and and CC cord-285379-ljg475sj 27 27 maintain maintain VB cord-285379-ljg475sj 27 28 health health NN cord-285379-ljg475sj 27 29 . . . cord-285379-ljg475sj 28 1 The the DT cord-285379-ljg475sj 28 2 extensive extensive JJ cord-285379-ljg475sj 28 3 recording recording NN cord-285379-ljg475sj 28 4 and and CC cord-285379-ljg475sj 28 5 transmitting transmitting NN cord-285379-ljg475sj 28 6 of of IN cord-285379-ljg475sj 28 7 physiologic physiologic JJ cord-285379-ljg475sj 28 8 data datum NNS cord-285379-ljg475sj 28 9 and and CC cord-285379-ljg475sj 28 10 engaging engage VBG cord-285379-ljg475sj 28 11 patients patient NNS cord-285379-ljg475sj 28 12 in in IN cord-285379-ljg475sj 28 13 the the DT cord-285379-ljg475sj 28 14 data data NN cord-285379-ljg475sj 28 15 collection collection NN cord-285379-ljg475sj 28 16 and and CC cord-285379-ljg475sj 28 17 review review NN cord-285379-ljg475sj 28 18 process process NN cord-285379-ljg475sj 28 19 have have VBP cord-285379-ljg475sj 28 20 caused cause VBN cord-285379-ljg475sj 28 21 a a DT cord-285379-ljg475sj 28 22 paradigm paradigm NN cord-285379-ljg475sj 28 23 shift shift NN cord-285379-ljg475sj 28 24 . . . cord-285379-ljg475sj 29 1 Despite despite IN cord-285379-ljg475sj 29 2 the the DT cord-285379-ljg475sj 29 3 paucity paucity NN cord-285379-ljg475sj 29 4 of of IN cord-285379-ljg475sj 29 5 data datum NNS cord-285379-ljg475sj 29 6 , , , cord-285379-ljg475sj 29 7 many many JJ cord-285379-ljg475sj 29 8 have have VBP cord-285379-ljg475sj 29 9 postulated postulate VBN cord-285379-ljg475sj 29 10 that that IN cord-285379-ljg475sj 29 11 this this DT cord-285379-ljg475sj 29 12 new new JJ cord-285379-ljg475sj 29 13 model model NN cord-285379-ljg475sj 29 14 of of IN cord-285379-ljg475sj 29 15 healthcare healthcare NN cord-285379-ljg475sj 29 16 delivery delivery NN cord-285379-ljg475sj 29 17 will will MD cord-285379-ljg475sj 29 18 result result VB cord-285379-ljg475sj 29 19 in in IN cord-285379-ljg475sj 29 20 significant significant JJ cord-285379-ljg475sj 29 21 improvements improvement NNS cord-285379-ljg475sj 29 22 in in IN cord-285379-ljg475sj 29 23 patient patient JJ cord-285379-ljg475sj 29 24 outcomes outcome NNS cord-285379-ljg475sj 29 25 . . . cord-285379-ljg475sj 30 1 ( ( -LRB- cord-285379-ljg475sj 30 2 1,2 1,2 CD cord-285379-ljg475sj 30 3 ) ) -RRB- cord-285379-ljg475sj 31 1 ( ( -LRB- cord-285379-ljg475sj 31 2 3 3 LS cord-285379-ljg475sj 31 3 ) ) -RRB- cord-285379-ljg475sj 32 1 Yet yet RB cord-285379-ljg475sj 32 2 the the DT cord-285379-ljg475sj 32 3 traditional traditional JJ cord-285379-ljg475sj 32 4 medical medical JJ cord-285379-ljg475sj 32 5 establishment establishment NN cord-285379-ljg475sj 32 6 , , , cord-285379-ljg475sj 32 7 structured structure VBN cord-285379-ljg475sj 32 8 around around IN cord-285379-ljg475sj 32 9 office office NN cord-285379-ljg475sj 32 10 encounters encounter NNS cord-285379-ljg475sj 32 11 and and CC cord-285379-ljg475sj 32 12 periodic periodic JJ cord-285379-ljg475sj 32 13 testing testing NN cord-285379-ljg475sj 32 14 , , , cord-285379-ljg475sj 32 15 is be VBZ cord-285379-ljg475sj 32 16 not not RB cord-285379-ljg475sj 32 17 well well RB cord-285379-ljg475sj 32 18 suited suited JJ cord-285379-ljg475sj 32 19 to to TO cord-285379-ljg475sj 32 20 evaluate evaluate VB cord-285379-ljg475sj 32 21 and and CC cord-285379-ljg475sj 32 22 manage manage VB cord-285379-ljg475sj 32 23 the the DT cord-285379-ljg475sj 32 24 incessant incessant JJ cord-285379-ljg475sj 32 25 stream stream NN cord-285379-ljg475sj 32 26 and and CC cord-285379-ljg475sj 32 27 vast vast JJ cord-285379-ljg475sj 32 28 quantity quantity NN cord-285379-ljg475sj 32 29 of of IN cord-285379-ljg475sj 32 30 data datum NNS cord-285379-ljg475sj 32 31 and and CC cord-285379-ljg475sj 32 32 alerts alert NNS cord-285379-ljg475sj 32 33 generated generate VBN cord-285379-ljg475sj 32 34 by by IN cord-285379-ljg475sj 32 35 these these DT cord-285379-ljg475sj 32 36 near near IN cord-285379-ljg475sj 32 37 continuous continuous JJ cord-285379-ljg475sj 32 38 monitoring monitoring NN cord-285379-ljg475sj 32 39 devices device NNS cord-285379-ljg475sj 32 40 . . . cord-285379-ljg475sj 33 1 Additionally additionally RB cord-285379-ljg475sj 33 2 , , , cord-285379-ljg475sj 33 3 little little JJ cord-285379-ljg475sj 33 4 attention attention NN cord-285379-ljg475sj 33 5 has have VBZ cord-285379-ljg475sj 33 6 been be VBN cord-285379-ljg475sj 33 7 devoted devote VBN cord-285379-ljg475sj 33 8 to to IN cord-285379-ljg475sj 33 9 addressing address VBG cord-285379-ljg475sj 33 10 how how WRB cord-285379-ljg475sj 33 11 such such JJ cord-285379-ljg475sj 33 12 data datum NNS cord-285379-ljg475sj 33 13 will will MD cord-285379-ljg475sj 33 14 enter enter VB cord-285379-ljg475sj 33 15 the the DT cord-285379-ljg475sj 33 16 medical medical JJ cord-285379-ljg475sj 33 17 establishment establishment NN cord-285379-ljg475sj 33 18 , , , cord-285379-ljg475sj 33 19 or or CC cord-285379-ljg475sj 33 20 how how WRB cord-285379-ljg475sj 33 21 it -PRON- PRP cord-285379-ljg475sj 33 22 will will MD cord-285379-ljg475sj 33 23 be be VB cord-285379-ljg475sj 33 24 incorporated incorporate VBN cord-285379-ljg475sj 33 25 into into IN cord-285379-ljg475sj 33 26 the the DT cord-285379-ljg475sj 33 27 electronic electronic JJ cord-285379-ljg475sj 33 28 medical medical JJ cord-285379-ljg475sj 33 29 record record NN cord-285379-ljg475sj 33 30 . . . cord-285379-ljg475sj 34 1 It -PRON- PRP cord-285379-ljg475sj 34 2 is be VBZ cord-285379-ljg475sj 34 3 not not RB cord-285379-ljg475sj 34 4 fully fully RB cord-285379-ljg475sj 34 5 understood understand VBN cord-285379-ljg475sj 34 6 how how WRB cord-285379-ljg475sj 34 7 patients patient NNS cord-285379-ljg475sj 34 8 and and CC cord-285379-ljg475sj 34 9 their -PRON- PRP$ cord-285379-ljg475sj 34 10 clinicians clinician NNS cord-285379-ljg475sj 34 11 should should MD cord-285379-ljg475sj 34 12 most most RBS cord-285379-ljg475sj 34 13 effectively effectively RB cord-285379-ljg475sj 34 14 communicate communicate VB cord-285379-ljg475sj 34 15 between between IN cord-285379-ljg475sj 34 16 scheduled scheduled JJ cord-285379-ljg475sj 34 17 office office NN cord-285379-ljg475sj 34 18 encounters encounter NNS cord-285379-ljg475sj 34 19 . . . cord-285379-ljg475sj 35 1 In in IN cord-285379-ljg475sj 35 2 this this DT cord-285379-ljg475sj 35 3 article article NN cord-285379-ljg475sj 35 4 , , , cord-285379-ljg475sj 35 5 we -PRON- PRP cord-285379-ljg475sj 35 6 describe describe VBP cord-285379-ljg475sj 35 7 the the DT cord-285379-ljg475sj 35 8 present present JJ cord-285379-ljg475sj 35 9 state state NN cord-285379-ljg475sj 35 10 of of IN cord-285379-ljg475sj 35 11 heart heart NN cord-285379-ljg475sj 35 12 rhythm rhythm NN cord-285379-ljg475sj 35 13 digital digital JJ cord-285379-ljg475sj 35 14 health health NN cord-285379-ljg475sj 35 15 tools tool NNS cord-285379-ljg475sj 35 16 highlighting highlight VBG cord-285379-ljg475sj 35 17 some some DT cord-285379-ljg475sj 35 18 of of IN cord-285379-ljg475sj 35 19 the the DT cord-285379-ljg475sj 35 20 effects effect NNS cord-285379-ljg475sj 35 21 of of IN cord-285379-ljg475sj 35 22 J J NNP cord-285379-ljg475sj 35 23 o o NN cord-285379-ljg475sj 35 24 u u NN cord-285379-ljg475sj 35 25 r r NNP cord-285379-ljg475sj 35 26 n n NN cord-285379-ljg475sj 35 27 a a DT cord-285379-ljg475sj 35 28 l l NN cord-285379-ljg475sj 35 29 P p NN cord-285379-ljg475sj 35 30 r r NN cord-285379-ljg475sj 35 31 e e NN cord-285379-ljg475sj 35 32 -p -p NN cord-285379-ljg475sj 35 33 r r NN cord-285379-ljg475sj 35 34 o o NN cord-285379-ljg475sj 35 35 o o NN cord-285379-ljg475sj 35 36 f f NN cord-285379-ljg475sj 35 37 the the DT cord-285379-ljg475sj 35 38 COVID-19 COVID-19 NNP cord-285379-ljg475sj 35 39 pandemic pandemic NN cord-285379-ljg475sj 35 40 and and CC cord-285379-ljg475sj 35 41 propose propose VB cord-285379-ljg475sj 35 42 ways way NNS cord-285379-ljg475sj 35 43 to to TO cord-285379-ljg475sj 35 44 develop develop VB cord-285379-ljg475sj 35 45 innovative innovative JJ cord-285379-ljg475sj 35 46 workflows workflow NNS cord-285379-ljg475sj 35 47 and and CC cord-285379-ljg475sj 35 48 technological technological JJ cord-285379-ljg475sj 35 49 solutions solution NNS cord-285379-ljg475sj 35 50 that that WDT cord-285379-ljg475sj 35 51 will will MD cord-285379-ljg475sj 35 52 make make VB cord-285379-ljg475sj 35 53 it -PRON- PRP cord-285379-ljg475sj 35 54 possible possible JJ cord-285379-ljg475sj 35 55 for for IN cord-285379-ljg475sj 35 56 practices practice NNS cord-285379-ljg475sj 35 57 to to TO cord-285379-ljg475sj 35 58 efficiently efficiently RB cord-285379-ljg475sj 35 59 process process VB cord-285379-ljg475sj 35 60 and and CC cord-285379-ljg475sj 35 61 manage manage VB cord-285379-ljg475sj 35 62 information information NN cord-285379-ljg475sj 35 63 . . . cord-285379-ljg475sj 36 1 In in IN cord-285379-ljg475sj 36 2 addition addition NN cord-285379-ljg475sj 36 3 , , , cord-285379-ljg475sj 36 4 we -PRON- PRP cord-285379-ljg475sj 36 5 highlight highlight VBP cord-285379-ljg475sj 36 6 some some DT cord-285379-ljg475sj 36 7 of of IN cord-285379-ljg475sj 36 8 the the DT cord-285379-ljg475sj 36 9 research research NN cord-285379-ljg475sj 36 10 gaps gap NNS cord-285379-ljg475sj 36 11 that that WDT cord-285379-ljg475sj 36 12 should should MD cord-285379-ljg475sj 36 13 be be VB cord-285379-ljg475sj 36 14 addressed address VBN cord-285379-ljg475sj 36 15 to to TO cord-285379-ljg475sj 36 16 push push VB cord-285379-ljg475sj 36 17 this this DT cord-285379-ljg475sj 36 18 field field NN cord-285379-ljg475sj 36 19 forward forward RB cord-285379-ljg475sj 36 20 . . . cord-285379-ljg475sj 37 1 Heart heart NN cord-285379-ljg475sj 37 2 rhythm rhythm VBP cord-285379-ljg475sj 37 3 digital digital JJ cord-285379-ljg475sj 37 4 health health NN cord-285379-ljg475sj 37 5 tools tool NNS cord-285379-ljg475sj 37 6 fall fall VBP cord-285379-ljg475sj 37 7 into into IN cord-285379-ljg475sj 37 8 3 3 CD cord-285379-ljg475sj 37 9 broad broad JJ cord-285379-ljg475sj 37 10 categories category NNS cord-285379-ljg475sj 37 11 : : : cord-285379-ljg475sj 37 12 medical medical JJ cord-285379-ljg475sj 37 13 grade grade NN cord-285379-ljg475sj 37 14 implantable implantable JJ cord-285379-ljg475sj 37 15 devices device NNS cord-285379-ljg475sj 37 16 such such JJ cord-285379-ljg475sj 37 17 as as IN cord-285379-ljg475sj 37 18 cardiac cardiac JJ cord-285379-ljg475sj 37 19 implantable implantable JJ cord-285379-ljg475sj 37 20 electronic electronic JJ cord-285379-ljg475sj 37 21 devices device NNS cord-285379-ljg475sj 37 22 ( ( -LRB- cord-285379-ljg475sj 37 23 CIEDs CIEDs NNPS cord-285379-ljg475sj 37 24 ) ) -RRB- cord-285379-ljg475sj 37 25 , , , cord-285379-ljg475sj 37 26 medical medical JJ cord-285379-ljg475sj 37 27 grade grade NN cord-285379-ljg475sj 37 28 wearable wearable JJ cord-285379-ljg475sj 37 29 monitors monitor NNS cord-285379-ljg475sj 37 30 such such JJ cord-285379-ljg475sj 37 31 as as IN cord-285379-ljg475sj 37 32 mobile mobile JJ cord-285379-ljg475sj 37 33 cardiac cardiac JJ cord-285379-ljg475sj 37 34 telemetry telemetry NN cord-285379-ljg475sj 37 35 monitors monitor NNS cord-285379-ljg475sj 37 36 , , , cord-285379-ljg475sj 37 37 and and CC cord-285379-ljg475sj 37 38 consumer consumer NN cord-285379-ljg475sj 37 39 devices device NNS cord-285379-ljg475sj 37 40 that that WDT cord-285379-ljg475sj 37 41 record record VBP cord-285379-ljg475sj 37 42 physiologic physiologic JJ cord-285379-ljg475sj 37 43 data datum NNS cord-285379-ljg475sj 37 44 such such JJ cord-285379-ljg475sj 37 45 as as IN cord-285379-ljg475sj 37 46 heart heart NN cord-285379-ljg475sj 37 47 rate rate NN cord-285379-ljg475sj 37 48 , , , cord-285379-ljg475sj 37 49 activity activity NN cord-285379-ljg475sj 37 50 , , , cord-285379-ljg475sj 37 51 and and CC cord-285379-ljg475sj 37 52 single single JJ cord-285379-ljg475sj 37 53 lead lead NN cord-285379-ljg475sj 37 54 electrocardiograms electrocardiogram NNS cord-285379-ljg475sj 37 55 . . . cord-285379-ljg475sj 38 1 There there EX cord-285379-ljg475sj 38 2 is be VBZ cord-285379-ljg475sj 38 3 a a DT cord-285379-ljg475sj 38 4 diverse diverse JJ cord-285379-ljg475sj 38 5 ecosystem ecosystem NN cord-285379-ljg475sj 38 6 of of IN cord-285379-ljg475sj 38 7 digital digital JJ cord-285379-ljg475sj 38 8 health health NN cord-285379-ljg475sj 38 9 tools tool NNS cord-285379-ljg475sj 38 10 that that WDT cord-285379-ljg475sj 38 11 generate generate VBP cord-285379-ljg475sj 38 12 many many JJ cord-285379-ljg475sj 38 13 different different JJ cord-285379-ljg475sj 38 14 types type NNS cord-285379-ljg475sj 38 15 of of IN cord-285379-ljg475sj 38 16 data datum NNS cord-285379-ljg475sj 38 17 . . . cord-285379-ljg475sj 39 1 However however RB cord-285379-ljg475sj 39 2 , , , cord-285379-ljg475sj 39 3 there there EX cord-285379-ljg475sj 39 4 are be VBP cord-285379-ljg475sj 39 5 similarities similarity NNS cord-285379-ljg475sj 39 6 between between IN cord-285379-ljg475sj 39 7 the the DT cord-285379-ljg475sj 39 8 underlying underlie VBG cord-285379-ljg475sj 39 9 data datum NNS cord-285379-ljg475sj 39 10 , , , cord-285379-ljg475sj 39 11 need need VBP cord-285379-ljg475sj 39 12 for for IN cord-285379-ljg475sj 39 13 triaging triage VBG cord-285379-ljg475sj 39 14 and and CC cord-285379-ljg475sj 39 15 responding respond VBG cord-285379-ljg475sj 39 16 to to IN cord-285379-ljg475sj 39 17 the the DT cord-285379-ljg475sj 39 18 data datum NNS cord-285379-ljg475sj 39 19 , , , cord-285379-ljg475sj 39 20 as as RB cord-285379-ljg475sj 39 21 well well RB cord-285379-ljg475sj 39 22 as as IN cord-285379-ljg475sj 39 23 the the DT cord-285379-ljg475sj 39 24 importance importance NN cord-285379-ljg475sj 39 25 of of IN cord-285379-ljg475sj 39 26 incorporating incorporate VBG cord-285379-ljg475sj 39 27 the the DT cord-285379-ljg475sj 39 28 data datum NNS cord-285379-ljg475sj 39 29 into into IN cord-285379-ljg475sj 39 30 the the DT cord-285379-ljg475sj 39 31 electronic electronic JJ cord-285379-ljg475sj 39 32 medical medical JJ cord-285379-ljg475sj 39 33 record record NN cord-285379-ljg475sj 39 34 . . . cord-285379-ljg475sj 40 1 Critical critical JJ cord-285379-ljg475sj 40 2 abnormal abnormal JJ cord-285379-ljg475sj 40 3 findings finding NNS cord-285379-ljg475sj 40 4 must must MD cord-285379-ljg475sj 40 5 be be VB cord-285379-ljg475sj 40 6 identified identify VBN cord-285379-ljg475sj 40 7 and and CC cord-285379-ljg475sj 40 8 acted act VBN cord-285379-ljg475sj 40 9 upon upon IN cord-285379-ljg475sj 40 10 rapidly rapidly RB cord-285379-ljg475sj 40 11 , , , cord-285379-ljg475sj 40 12 while while IN cord-285379-ljg475sj 40 13 semi semi JJ cord-285379-ljg475sj 40 14 - - JJ cord-285379-ljg475sj 40 15 urgent urgent JJ cord-285379-ljg475sj 40 16 and and CC cord-285379-ljg475sj 40 17 non non JJ cord-285379-ljg475sj 40 18 - - JJ cord-285379-ljg475sj 40 19 critical critical JJ cord-285379-ljg475sj 40 20 data datum NNS cord-285379-ljg475sj 40 21 and and CC cord-285379-ljg475sj 40 22 trends trend NNS cord-285379-ljg475sj 40 23 may may MD cord-285379-ljg475sj 40 24 be be VB cord-285379-ljg475sj 40 25 reviewed review VBN cord-285379-ljg475sj 40 26 within within IN cord-285379-ljg475sj 40 27 a a DT cord-285379-ljg475sj 40 28 less less RBR cord-285379-ljg475sj 40 29 urgent urgent JJ cord-285379-ljg475sj 40 30 timeline timeline NN cord-285379-ljg475sj 40 31 . . . cord-285379-ljg475sj 41 1 Clinically clinically RB cord-285379-ljg475sj 41 2 irrelevant irrelevant JJ cord-285379-ljg475sj 41 3 findings finding NNS cord-285379-ljg475sj 41 4 , , , cord-285379-ljg475sj 41 5 which which WDT cord-285379-ljg475sj 41 6 presently presently RB cord-285379-ljg475sj 41 7 comprise comprise VBP cord-285379-ljg475sj 41 8 a a DT cord-285379-ljg475sj 41 9 significant significant JJ cord-285379-ljg475sj 41 10 percentage percentage NN cord-285379-ljg475sj 41 11 of of IN cord-285379-ljg475sj 41 12 the the DT cord-285379-ljg475sj 41 13 alerts alert NNS cord-285379-ljg475sj 41 14 , , , cord-285379-ljg475sj 41 15 ideally ideally RB cord-285379-ljg475sj 41 16 would would MD cord-285379-ljg475sj 41 17 be be VB cord-285379-ljg475sj 41 18 removed remove VBN cord-285379-ljg475sj 41 19 to to TO cord-285379-ljg475sj 41 20 optimize optimize VB cord-285379-ljg475sj 41 21 the the DT cord-285379-ljg475sj 41 22 high high JJ cord-285379-ljg475sj 41 23 cost cost NN cord-285379-ljg475sj 41 24 , , , cord-285379-ljg475sj 41 25 high high JJ cord-285379-ljg475sj 41 26 value value NN cord-285379-ljg475sj 41 27 resource resource NN cord-285379-ljg475sj 41 28 ; ; : cord-285379-ljg475sj 41 29 i.e. i.e. FW cord-285379-ljg475sj 41 30 , , , cord-285379-ljg475sj 41 31 the the DT cord-285379-ljg475sj 41 32 clinicians clinician NNS cord-285379-ljg475sj 41 33 ' ' POS cord-285379-ljg475sj 41 34 attention attention NN cord-285379-ljg475sj 41 35 and and CC cord-285379-ljg475sj 41 36 time time NN cord-285379-ljg475sj 41 37 . . . cord-285379-ljg475sj 42 1 Cardiac Cardiac NNP cord-285379-ljg475sj 42 2 Implantable Implantable NNP cord-285379-ljg475sj 42 3 Electronic Electronic NNP cord-285379-ljg475sj 42 4 Devices Devices NNPS cord-285379-ljg475sj 42 5 ( ( -LRB- cord-285379-ljg475sj 42 6 CIEDs cied NNS cord-285379-ljg475sj 42 7 ) ) -RRB- cord-285379-ljg475sj 42 8 CIEDs cied NNS cord-285379-ljg475sj 42 9 , , , cord-285379-ljg475sj 42 10 the the DT cord-285379-ljg475sj 42 11 most most RBS cord-285379-ljg475sj 42 12 sophisticated sophisticated JJ cord-285379-ljg475sj 42 13 of of IN cord-285379-ljg475sj 42 14 our -PRON- PRP$ cord-285379-ljg475sj 42 15 digital digital JJ cord-285379-ljg475sj 42 16 health health NN cord-285379-ljg475sj 42 17 tools tool NNS cord-285379-ljg475sj 42 18 , , , cord-285379-ljg475sj 42 19 have have VBP cord-285379-ljg475sj 42 20 the the DT cord-285379-ljg475sj 42 21 highest high JJS cord-285379-ljg475sj 42 22 resolution resolution NN cord-285379-ljg475sj 42 23 recordings recording NNS cord-285379-ljg475sj 42 24 and and CC cord-285379-ljg475sj 42 25 highly highly RB cord-285379-ljg475sj 42 26 refined refined JJ cord-285379-ljg475sj 42 27 software software NN cord-285379-ljg475sj 42 28 algorithms algorithm NNS cord-285379-ljg475sj 42 29 capable capable JJ cord-285379-ljg475sj 42 30 of of IN cord-285379-ljg475sj 42 31 accurately accurately RB cord-285379-ljg475sj 42 32 identifying identify VBG cord-285379-ljg475sj 42 33 most most JJS cord-285379-ljg475sj 42 34 arrhythmias arrhythmia NNS cord-285379-ljg475sj 42 35 and and CC cord-285379-ljg475sj 42 36 virtually virtually RB cord-285379-ljg475sj 42 37 eliminating eliminate VBG cord-285379-ljg475sj 42 38 artifacts artifact NNS cord-285379-ljg475sj 42 39 except except IN cord-285379-ljg475sj 42 40 in in IN cord-285379-ljg475sj 42 41 clinically clinically RB cord-285379-ljg475sj 42 42 important important JJ cord-285379-ljg475sj 42 43 scenarios scenario NNS cord-285379-ljg475sj 42 44 of of IN cord-285379-ljg475sj 42 45 device device NN cord-285379-ljg475sj 42 46 or or CC cord-285379-ljg475sj 42 47 lead lead JJ cord-285379-ljg475sj 42 48 malfunction malfunction NN cord-285379-ljg475sj 42 49 . . . cord-285379-ljg475sj 43 1 Yet yet RB cord-285379-ljg475sj 43 2 remote remote JJ cord-285379-ljg475sj 43 3 monitoring monitoring NN cord-285379-ljg475sj 43 4 of of IN cord-285379-ljg475sj 43 5 these these DT cord-285379-ljg475sj 43 6 devices device NNS cord-285379-ljg475sj 43 7 poses pose VBZ cord-285379-ljg475sj 43 8 a a DT cord-285379-ljg475sj 43 9 massive massive JJ cord-285379-ljg475sj 43 10 data data NN cord-285379-ljg475sj 43 11 burden burden NN cord-285379-ljg475sj 43 12 on on IN cord-285379-ljg475sj 43 13 clinical clinical JJ cord-285379-ljg475sj 43 14 practices practice NNS cord-285379-ljg475sj 43 15 because because IN cord-285379-ljg475sj 43 16 practices practice NNS cord-285379-ljg475sj 43 17 still still RB cord-285379-ljg475sj 43 18 must must MD cord-285379-ljg475sj 43 19 interpret interpret VB cord-285379-ljg475sj 43 20 and and CC cord-285379-ljg475sj 43 21 triage triage NN cord-285379-ljg475sj 43 22 data datum NNS cord-285379-ljg475sj 43 23 according accord VBG cord-285379-ljg475sj 43 24 to to IN cord-285379-ljg475sj 43 25 clinical clinical JJ cord-285379-ljg475sj 43 26 relevance relevance NN cord-285379-ljg475sj 43 27 for for IN cord-285379-ljg475sj 43 28 an an DT cord-285379-ljg475sj 43 29 individual individual JJ cord-285379-ljg475sj 43 30 patient patient NN cord-285379-ljg475sj 43 31 . . . cord-285379-ljg475sj 44 1 For for IN cord-285379-ljg475sj 44 2 example example NN cord-285379-ljg475sj 44 3 , , , cord-285379-ljg475sj 44 4 the the DT cord-285379-ljg475sj 44 5 clinical clinical JJ cord-285379-ljg475sj 44 6 significance significance NN cord-285379-ljg475sj 44 7 of of IN cord-285379-ljg475sj 44 8 non non JJ cord-285379-ljg475sj 44 9 - - JJ cord-285379-ljg475sj 44 10 sustained sustained JJ cord-285379-ljg475sj 44 11 J J NNP cord-285379-ljg475sj 44 12 o o NN cord-285379-ljg475sj 44 13 u u NN cord-285379-ljg475sj 44 14 r r NN cord-285379-ljg475sj 44 15 n n NN cord-285379-ljg475sj 44 16 a a DT cord-285379-ljg475sj 44 17 l l NN cord-285379-ljg475sj 44 18 P p NN cord-285379-ljg475sj 44 19 r r NN cord-285379-ljg475sj 44 20 e e NN cord-285379-ljg475sj 44 21 -p -p NN cord-285379-ljg475sj 44 22 r r NN cord-285379-ljg475sj 44 23 o o NN cord-285379-ljg475sj 44 24 o o NN cord-285379-ljg475sj 44 25 f f NN cord-285379-ljg475sj 44 26 ventricular ventricular JJ cord-285379-ljg475sj 44 27 tachycardia tachycardia JJ cord-285379-ljg475sj 44 28 or or CC cord-285379-ljg475sj 44 29 atrial atrial JJ cord-285379-ljg475sj 44 30 fibrillation fibrillation NN cord-285379-ljg475sj 44 31 varies vary VBZ cord-285379-ljg475sj 44 32 tremendously tremendously RB cord-285379-ljg475sj 44 33 across across IN cord-285379-ljg475sj 44 34 patients patient NNS cord-285379-ljg475sj 44 35 , , , cord-285379-ljg475sj 44 36 yet yet CC cord-285379-ljg475sj 44 37 when when WRB cord-285379-ljg475sj 44 38 these these DT cord-285379-ljg475sj 44 39 alerts alert NNS cord-285379-ljg475sj 44 40 are be VBP cord-285379-ljg475sj 44 41 received receive VBN cord-285379-ljg475sj 44 42 by by IN cord-285379-ljg475sj 44 43 a a DT cord-285379-ljg475sj 44 44 technician technician NN cord-285379-ljg475sj 44 45 at at IN cord-285379-ljg475sj 44 46 a a DT cord-285379-ljg475sj 44 47 given give VBN cord-285379-ljg475sj 44 48 practice practice NN cord-285379-ljg475sj 44 49 , , , cord-285379-ljg475sj 44 50 each each DT cord-285379-ljg475sj 44 51 alert alert NN cord-285379-ljg475sj 44 52 must must MD cord-285379-ljg475sj 44 53 be be VB cord-285379-ljg475sj 44 54 reviewed review VBN cord-285379-ljg475sj 44 55 and and CC cord-285379-ljg475sj 44 56 processed process VBN cord-285379-ljg475sj 44 57 by by IN cord-285379-ljg475sj 44 58 an an DT cord-285379-ljg475sj 44 59 experienced experienced JJ cord-285379-ljg475sj 44 60 clinician clinician NN cord-285379-ljg475sj 44 61 with with IN cord-285379-ljg475sj 44 62 equal equal JJ cord-285379-ljg475sj 44 63 diligence diligence NN cord-285379-ljg475sj 44 64 to to TO cord-285379-ljg475sj 44 65 ensure ensure VB cord-285379-ljg475sj 44 66 that that IN cord-285379-ljg475sj 44 67 clinically clinically RB cord-285379-ljg475sj 44 68 important important JJ cord-285379-ljg475sj 44 69 events event NNS cord-285379-ljg475sj 44 70 are be VBP cord-285379-ljg475sj 44 71 acted act VBN cord-285379-ljg475sj 44 72 upon upon IN cord-285379-ljg475sj 44 73 ( ( -LRB- cord-285379-ljg475sj 44 74 Figure figure NN cord-285379-ljg475sj 44 75 1A 1a NN cord-285379-ljg475sj 44 76 ) ) -RRB- cord-285379-ljg475sj 44 77 . . . cord-285379-ljg475sj 45 1 A a DT cord-285379-ljg475sj 45 2 patient patient NN cord-285379-ljg475sj 45 3 with with IN cord-285379-ljg475sj 45 4 known know VBN cord-285379-ljg475sj 45 5 atrial atrial JJ cord-285379-ljg475sj 45 6 fibrillation fibrillation NN cord-285379-ljg475sj 45 7 , , , cord-285379-ljg475sj 45 8 on on IN cord-285379-ljg475sj 45 9 appropriate appropriate JJ cord-285379-ljg475sj 45 10 thromboembolic thromboembolic JJ cord-285379-ljg475sj 45 11 prophylaxis prophylaxis NN cord-285379-ljg475sj 45 12 , , , cord-285379-ljg475sj 45 13 may may MD cord-285379-ljg475sj 45 14 have have VB cord-285379-ljg475sj 45 15 many many JJ cord-285379-ljg475sj 45 16 alerts alert NNS cord-285379-ljg475sj 45 17 for for IN cord-285379-ljg475sj 45 18 atrial atrial JJ cord-285379-ljg475sj 45 19 fibrillation fibrillation NN cord-285379-ljg475sj 45 20 even even RB cord-285379-ljg475sj 45 21 following follow VBG cord-285379-ljg475sj 45 22 attempts attempt NNS cord-285379-ljg475sj 45 23 to to TO cord-285379-ljg475sj 45 24 optimize optimize VB cord-285379-ljg475sj 45 25 alert alert JJ cord-285379-ljg475sj 45 26 triggers trigger NNS cord-285379-ljg475sj 45 27 . . . cord-285379-ljg475sj 46 1 At at IN cord-285379-ljg475sj 46 2 a a DT cord-285379-ljg475sj 46 3 minimum minimum NN cord-285379-ljg475sj 46 4 , , , cord-285379-ljg475sj 46 5 this this DT cord-285379-ljg475sj 46 6 requires require VBZ cord-285379-ljg475sj 46 7 an an DT cord-285379-ljg475sj 46 8 clinician clinician NN cord-285379-ljg475sj 46 9 process process NN cord-285379-ljg475sj 46 10 each each DT cord-285379-ljg475sj 46 11 alert alert JJ cord-285379-ljg475sj 46 12 and and CC cord-285379-ljg475sj 46 13 confirm confirm VB cord-285379-ljg475sj 46 14 in in IN cord-285379-ljg475sj 46 15 the the DT cord-285379-ljg475sj 46 16 medical medical JJ cord-285379-ljg475sj 46 17 record record NN cord-285379-ljg475sj 46 18 that that WDT cord-285379-ljg475sj 46 19 the the DT cord-285379-ljg475sj 46 20 patient patient NN cord-285379-ljg475sj 46 21 is be VBZ cord-285379-ljg475sj 46 22 known know VBN cord-285379-ljg475sj 46 23 to to TO cord-285379-ljg475sj 46 24 have have VB cord-285379-ljg475sj 46 25 atrial atrial JJ cord-285379-ljg475sj 46 26 fibrillation fibrillation NN cord-285379-ljg475sj 46 27 and and CC cord-285379-ljg475sj 46 28 is be VBZ cord-285379-ljg475sj 46 29 receiving receive VBG cord-285379-ljg475sj 46 30 thromboembolic thromboembolic JJ cord-285379-ljg475sj 46 31 prophylaxis prophylaxis NN cord-285379-ljg475sj 46 32 . . . cord-285379-ljg475sj 47 1 Subcutaneous subcutaneous JJ cord-285379-ljg475sj 47 2 cardiac cardiac JJ cord-285379-ljg475sj 47 3 rhythm rhythm NN cord-285379-ljg475sj 47 4 monitors monitor NNS cord-285379-ljg475sj 47 5 which which WDT cord-285379-ljg475sj 47 6 are be VBP cord-285379-ljg475sj 47 7 prone prone JJ cord-285379-ljg475sj 47 8 to to IN cord-285379-ljg475sj 47 9 detecting detect VBG cord-285379-ljg475sj 47 10 artifacts artifact NNS cord-285379-ljg475sj 47 11 and and CC cord-285379-ljg475sj 47 12 are be VBP cord-285379-ljg475sj 47 13 at at IN cord-285379-ljg475sj 47 14 times time NNS cord-285379-ljg475sj 47 15 unreliable unreliable JJ cord-285379-ljg475sj 47 16 at at IN cord-285379-ljg475sj 47 17 accurately accurately RB cord-285379-ljg475sj 47 18 interpreting interpret VBG cord-285379-ljg475sj 47 19 the the DT cord-285379-ljg475sj 47 20 heart heart NN cord-285379-ljg475sj 47 21 rhythm rhythm NN cord-285379-ljg475sj 47 22 add add VB cord-285379-ljg475sj 47 23 an an DT cord-285379-ljg475sj 47 24 additional additional JJ cord-285379-ljg475sj 47 25 level level NN cord-285379-ljg475sj 47 26 of of IN cord-285379-ljg475sj 47 27 burden burden NN cord-285379-ljg475sj 47 28 to to IN cord-285379-ljg475sj 47 29 a a DT cord-285379-ljg475sj 47 30 practice practice NN cord-285379-ljg475sj 47 31 . . . cord-285379-ljg475sj 48 1 An an DT cord-285379-ljg475sj 48 2 experienced experienced JJ cord-285379-ljg475sj 48 3 clinician clinician NN cord-285379-ljg475sj 48 4 must must MD cord-285379-ljg475sj 48 5 review review VB cord-285379-ljg475sj 48 6 the the DT cord-285379-ljg475sj 48 7 electrogram electrogram NNP cord-285379-ljg475sj 48 8 recordings recording NNS cord-285379-ljg475sj 48 9 to to TO cord-285379-ljg475sj 48 10 assess assess VB cord-285379-ljg475sj 48 11 if if IN cord-285379-ljg475sj 48 12 an an DT cord-285379-ljg475sj 48 13 event event NN cord-285379-ljg475sj 48 14 is be VBZ cord-285379-ljg475sj 48 15 due due JJ cord-285379-ljg475sj 48 16 to to IN cord-285379-ljg475sj 48 17 an an DT cord-285379-ljg475sj 48 18 artifact artifact NN cord-285379-ljg475sj 48 19 or or CC cord-285379-ljg475sj 48 20 a a DT cord-285379-ljg475sj 48 21 true true JJ cord-285379-ljg475sj 48 22 arrhythmia arrhythmia NN cord-285379-ljg475sj 48 23 . . . cord-285379-ljg475sj 49 1 Then then RB cord-285379-ljg475sj 49 2 , , , cord-285379-ljg475sj 49 3 the the DT cord-285379-ljg475sj 49 4 clinician clinician NN cord-285379-ljg475sj 49 5 must must MD cord-285379-ljg475sj 49 6 manage manage VB cord-285379-ljg475sj 49 7 the the DT cord-285379-ljg475sj 49 8 arrhythmia arrhythmia NN cord-285379-ljg475sj 49 9 . . . cord-285379-ljg475sj 50 1 An an DT cord-285379-ljg475sj 50 2 often often RB cord-285379-ljg475sj 50 3 overlooked overlook VBN cord-285379-ljg475sj 50 4 but but CC cord-285379-ljg475sj 50 5 critical critical JJ cord-285379-ljg475sj 50 6 burden burden NN cord-285379-ljg475sj 50 7 for for IN cord-285379-ljg475sj 50 8 practices practice NNS cord-285379-ljg475sj 50 9 is be VBZ cord-285379-ljg475sj 50 10 the the DT cord-285379-ljg475sj 50 11 need need NN cord-285379-ljg475sj 50 12 to to TO cord-285379-ljg475sj 50 13 have have VB cord-285379-ljg475sj 50 14 a a DT cord-285379-ljg475sj 50 15 rigorous rigorous JJ cord-285379-ljg475sj 50 16 quality quality NN cord-285379-ljg475sj 50 17 assessment assessment NN cord-285379-ljg475sj 50 18 process process NN cord-285379-ljg475sj 50 19 in in IN cord-285379-ljg475sj 50 20 place place NN cord-285379-ljg475sj 50 21 to to TO cord-285379-ljg475sj 50 22 ensure ensure VB cord-285379-ljg475sj 50 23 that that IN cord-285379-ljg475sj 50 24 each each DT cord-285379-ljg475sj 50 25 patient patient NN cord-285379-ljg475sj 50 26 's 's POS cord-285379-ljg475sj 50 27 remote remote JJ cord-285379-ljg475sj 50 28 transmitter transmitter NN cord-285379-ljg475sj 50 29 is be VBZ cord-285379-ljg475sj 50 30 communicating communicate VBG cord-285379-ljg475sj 50 31 . . . cord-285379-ljg475sj 51 1 The the DT cord-285379-ljg475sj 51 2 present present JJ cord-285379-ljg475sj 51 3 CIED CIED NNP cord-285379-ljg475sj 51 4 remote remote JJ cord-285379-ljg475sj 51 5 monitoring monitoring NN cord-285379-ljg475sj 51 6 technology technology NN cord-285379-ljg475sj 51 7 is be VBZ cord-285379-ljg475sj 51 8 designed design VBN cord-285379-ljg475sj 51 9 to to TO cord-285379-ljg475sj 51 10 communicate communicate VB cord-285379-ljg475sj 51 11 a a DT cord-285379-ljg475sj 51 12 complete complete JJ cord-285379-ljg475sj 51 13 data data NN cord-285379-ljg475sj 51 14 download download NN cord-285379-ljg475sj 51 15 every every DT cord-285379-ljg475sj 51 16 90 90 CD cord-285379-ljg475sj 51 17 days day NNS cord-285379-ljg475sj 51 18 ( ( -LRB- cord-285379-ljg475sj 51 19 for for IN cord-285379-ljg475sj 51 20 pacemakers pacemaker NNS cord-285379-ljg475sj 51 21 and and CC cord-285379-ljg475sj 51 22 implantable implantable JJ cord-285379-ljg475sj 51 23 defibrillators defibrillator NNS cord-285379-ljg475sj 51 24 ) ) -RRB- cord-285379-ljg475sj 51 25 or or CC cord-285379-ljg475sj 51 26 every every DT cord-285379-ljg475sj 51 27 30 30 CD cord-285379-ljg475sj 51 28 days day NNS cord-285379-ljg475sj 51 29 ( ( -LRB- cord-285379-ljg475sj 51 30 for for IN cord-285379-ljg475sj 51 31 implantable implantable JJ cord-285379-ljg475sj 51 32 subcutaneous subcutaneous JJ cord-285379-ljg475sj 51 33 cardiac cardiac JJ cord-285379-ljg475sj 51 34 rhythm rhythm NN cord-285379-ljg475sj 51 35 monitors monitor NNS cord-285379-ljg475sj 51 36 ) ) -RRB- cord-285379-ljg475sj 51 37 . . . cord-285379-ljg475sj 52 1 Between between IN cord-285379-ljg475sj 52 2 these these DT cord-285379-ljg475sj 52 3 intervals interval NNS cord-285379-ljg475sj 52 4 , , , cord-285379-ljg475sj 52 5 many many JJ cord-285379-ljg475sj 52 6 vendors vendor NNS cord-285379-ljg475sj 52 7 have have VBP cord-285379-ljg475sj 52 8 designed design VBN cord-285379-ljg475sj 52 9 their -PRON- PRP$ cord-285379-ljg475sj 52 10 systems system NNS cord-285379-ljg475sj 52 11 to to TO cord-285379-ljg475sj 52 12 transmit transmit VB cord-285379-ljg475sj 52 13 data datum NNS cord-285379-ljg475sj 52 14 only only RB cord-285379-ljg475sj 52 15 if if IN cord-285379-ljg475sj 52 16 a a DT cord-285379-ljg475sj 52 17 new new JJ cord-285379-ljg475sj 52 18 event event NN cord-285379-ljg475sj 52 19 or or CC cord-285379-ljg475sj 52 20 abnormality abnormality NN cord-285379-ljg475sj 52 21 is be VBZ cord-285379-ljg475sj 52 22 detected detect VBN cord-285379-ljg475sj 52 23 . . . cord-285379-ljg475sj 53 1 Therefore therefore RB cord-285379-ljg475sj 53 2 , , , cord-285379-ljg475sj 53 3 practices practice NNS cord-285379-ljg475sj 53 4 must must MD cord-285379-ljg475sj 53 5 either either CC cord-285379-ljg475sj 53 6 have have VB cord-285379-ljg475sj 53 7 robust robust JJ cord-285379-ljg475sj 53 8 processes process NNS cord-285379-ljg475sj 53 9 in in IN cord-285379-ljg475sj 53 10 place place NN cord-285379-ljg475sj 53 11 to to TO cord-285379-ljg475sj 53 12 identify identify VB cord-285379-ljg475sj 53 13 if if IN cord-285379-ljg475sj 53 14 an an DT cord-285379-ljg475sj 53 15 individual individual JJ cord-285379-ljg475sj 53 16 patient patient NN cord-285379-ljg475sj 53 17 reaches reach VBZ cord-285379-ljg475sj 53 18 the the DT cord-285379-ljg475sj 53 19 end end NN cord-285379-ljg475sj 53 20 of of IN cord-285379-ljg475sj 53 21 their -PRON- PRP$ cord-285379-ljg475sj 53 22 monitoring monitoring NN cord-285379-ljg475sj 53 23 interval interval NN cord-285379-ljg475sj 53 24 and and CC cord-285379-ljg475sj 53 25 their -PRON- PRP$ cord-285379-ljg475sj 53 26 transmitter transmitter NN cord-285379-ljg475sj 53 27 has have VBZ cord-285379-ljg475sj 53 28 not not RB cord-285379-ljg475sj 53 29 communicated communicate VBN cord-285379-ljg475sj 53 30 appropriately appropriately RB cord-285379-ljg475sj 53 31 , , , cord-285379-ljg475sj 53 32 or or CC cord-285379-ljg475sj 53 33 , , , cord-285379-ljg475sj 53 34 the the DT cord-285379-ljg475sj 53 35 practice practice NN cord-285379-ljg475sj 53 36 must must MD cord-285379-ljg475sj 53 37 monitor monitor VB cord-285379-ljg475sj 53 38 each each DT cord-285379-ljg475sj 53 39 of of IN cord-285379-ljg475sj 53 40 the the DT cord-285379-ljg475sj 53 41 CIED CIED NNP cord-285379-ljg475sj 53 42 vendor vendor NN cord-285379-ljg475sj 53 43 's 's POS cord-285379-ljg475sj 53 44 web web NN cord-285379-ljg475sj 53 45 portals portal NNS cord-285379-ljg475sj 53 46 , , , cord-285379-ljg475sj 53 47 carefully carefully RB cord-285379-ljg475sj 53 48 culling cull VBG cord-285379-ljg475sj 53 49 any any DT cord-285379-ljg475sj 53 50 inactive inactive JJ cord-285379-ljg475sj 53 51 patients patient NNS cord-285379-ljg475sj 53 52 from from IN cord-285379-ljg475sj 53 53 the the DT cord-285379-ljg475sj 53 54 list list NN cord-285379-ljg475sj 53 55 , , , cord-285379-ljg475sj 53 56 and and CC cord-285379-ljg475sj 53 57 noting note VBG cord-285379-ljg475sj 53 58 when when WRB cord-285379-ljg475sj 53 59 an an DT cord-285379-ljg475sj 53 60 alert alert NN cord-285379-ljg475sj 53 61 is be VBZ cord-285379-ljg475sj 53 62 triggered trigger VBN cord-285379-ljg475sj 53 63 indicating indicate VBG cord-285379-ljg475sj 53 64 that that IN cord-285379-ljg475sj 53 65 a a DT cord-285379-ljg475sj 53 66 remote remote JJ cord-285379-ljg475sj 53 67 transceiver transceiver NN cord-285379-ljg475sj 53 68 has have VBZ cord-285379-ljg475sj 53 69 stopped stop VBN cord-285379-ljg475sj 53 70 communicating communicate VBG cord-285379-ljg475sj 53 71 . . . cord-285379-ljg475sj 54 1 Once once RB cord-285379-ljg475sj 54 2 a a DT cord-285379-ljg475sj 54 3 practice practice NN cord-285379-ljg475sj 54 4 identifies identify VBZ cord-285379-ljg475sj 54 5 that that IN cord-285379-ljg475sj 54 6 a a DT cord-285379-ljg475sj 54 7 remote remote JJ cord-285379-ljg475sj 54 8 transmitter transmitter NN cord-285379-ljg475sj 54 9 is be VBZ cord-285379-ljg475sj 54 10 no no DT cord-285379-ljg475sj 54 11 longer long RBR cord-285379-ljg475sj 54 12 communicating communicate VBG cord-285379-ljg475sj 54 13 , , , cord-285379-ljg475sj 54 14 the the DT cord-285379-ljg475sj 54 15 tedious tedious JJ cord-285379-ljg475sj 54 16 and and CC cord-285379-ljg475sj 54 17 lengthy lengthy JJ cord-285379-ljg475sj 54 18 process process NN cord-285379-ljg475sj 54 19 of of IN cord-285379-ljg475sj 54 20 tracking track VBG cord-285379-ljg475sj 54 21 down down RP cord-285379-ljg475sj 54 22 the the DT cord-285379-ljg475sj 54 23 patient patient NN cord-285379-ljg475sj 54 24 and and CC cord-285379-ljg475sj 54 25 addressing address VBG cord-285379-ljg475sj 54 26 the the DT cord-285379-ljg475sj 54 27 specific specific JJ cord-285379-ljg475sj 54 28 problem problem NN cord-285379-ljg475sj 54 29 may may MD cord-285379-ljg475sj 54 30 take take VB cord-285379-ljg475sj 54 31 hours hour NNS cord-285379-ljg475sj 54 32 . . . cord-285379-ljg475sj 55 1 Holter holter NN cord-285379-ljg475sj 55 2 monitors monitor NNS cord-285379-ljg475sj 55 3 , , , cord-285379-ljg475sj 55 4 extended extended JJ cord-285379-ljg475sj 55 5 electrocardiogram electrocardiogram NN cord-285379-ljg475sj 55 6 ( ( -LRB- cord-285379-ljg475sj 55 7 ECG ECG NNP cord-285379-ljg475sj 55 8 ) ) -RRB- cord-285379-ljg475sj 55 9 monitors monitor NNS cord-285379-ljg475sj 55 10 , , , cord-285379-ljg475sj 55 11 event event NN cord-285379-ljg475sj 55 12 recorders recorder NNS cord-285379-ljg475sj 55 13 and and CC cord-285379-ljg475sj 55 14 mobile mobile JJ cord-285379-ljg475sj 55 15 cardiac cardiac JJ cord-285379-ljg475sj 55 16 telemetry telemetry NN cord-285379-ljg475sj 55 17 monitors monitor NNS cord-285379-ljg475sj 55 18 record record NN cord-285379-ljg475sj 55 19 varying vary VBG cord-285379-ljg475sj 55 20 degrees degree NNS cord-285379-ljg475sj 55 21 of of IN cord-285379-ljg475sj 55 22 data datum NNS cord-285379-ljg475sj 55 23 , , , cord-285379-ljg475sj 55 24 but but CC cord-285379-ljg475sj 55 25 unlike unlike IN cord-285379-ljg475sj 55 26 CIEDs cied NNS cord-285379-ljg475sj 55 27 or or CC cord-285379-ljg475sj 55 28 consumer consumer NN cord-285379-ljg475sj 55 29 wearable wearable JJ cord-285379-ljg475sj 55 30 devices device NNS cord-285379-ljg475sj 55 31 , , , cord-285379-ljg475sj 55 32 a a DT cord-285379-ljg475sj 55 33 well well RB cord-285379-ljg475sj 55 34 established establish VBN cord-285379-ljg475sj 55 35 workflow workflow NN cord-285379-ljg475sj 55 36 that that WDT cord-285379-ljg475sj 55 37 includes include VBZ cord-285379-ljg475sj 55 38 trained train VBN cord-285379-ljg475sj 55 39 telemetry telemetry NN cord-285379-ljg475sj 55 40 technicians technician NNS cord-285379-ljg475sj 55 41 , , , cord-285379-ljg475sj 55 42 nurses nurse NNS cord-285379-ljg475sj 55 43 or or CC cord-285379-ljg475sj 55 44 other other JJ cord-285379-ljg475sj 55 45 skilled skilled JJ cord-285379-ljg475sj 55 46 allied allied JJ cord-285379-ljg475sj 55 47 professionals professional NNS cord-285379-ljg475sj 55 48 is be VBZ cord-285379-ljg475sj 55 49 an an DT cord-285379-ljg475sj 55 50 essential essential JJ cord-285379-ljg475sj 55 51 component component NN cord-285379-ljg475sj 55 52 of of IN cord-285379-ljg475sj 55 53 the the DT cord-285379-ljg475sj 55 54 initial initial JJ cord-285379-ljg475sj 55 55 data data NN cord-285379-ljg475sj 55 56 screening screening NN cord-285379-ljg475sj 55 57 process process NN cord-285379-ljg475sj 55 58 . . . cord-285379-ljg475sj 56 1 As as IN cord-285379-ljg475sj 56 2 a a DT cord-285379-ljg475sj 56 3 result result NN cord-285379-ljg475sj 56 4 , , , cord-285379-ljg475sj 56 5 most most JJS cord-285379-ljg475sj 56 6 of of IN cord-285379-ljg475sj 56 7 the the DT cord-285379-ljg475sj 56 8 artifact artifact NN cord-285379-ljg475sj 56 9 and and CC cord-285379-ljg475sj 56 10 non non JJ cord-285379-ljg475sj 56 11 - - JJ cord-285379-ljg475sj 56 12 critical critical JJ cord-285379-ljg475sj 56 13 findings finding NNS cord-285379-ljg475sj 56 14 are be VBP cord-285379-ljg475sj 56 15 presented present VBN cord-285379-ljg475sj 56 16 to to IN cord-285379-ljg475sj 56 17 the the DT cord-285379-ljg475sj 56 18 interpreting interpret VBG cord-285379-ljg475sj 56 19 clinician clinician NN cord-285379-ljg475sj 56 20 in in IN cord-285379-ljg475sj 56 21 a a DT cord-285379-ljg475sj 56 22 single single JJ cord-285379-ljg475sj 56 23 review review NN cord-285379-ljg475sj 56 24 session session NN cord-285379-ljg475sj 56 25 , , , cord-285379-ljg475sj 56 26 making make VBG cord-285379-ljg475sj 56 27 the the DT cord-285379-ljg475sj 56 28 burden burden NN cord-285379-ljg475sj 56 29 of of IN cord-285379-ljg475sj 56 30 data datum NNS cord-285379-ljg475sj 56 31 review review NN cord-285379-ljg475sj 56 32 and and CC cord-285379-ljg475sj 56 33 interpretation interpretation NN cord-285379-ljg475sj 56 34 more more RBR cord-285379-ljg475sj 56 35 manageable manageable JJ cord-285379-ljg475sj 56 36 . . . cord-285379-ljg475sj 57 1 Data datum NNS cord-285379-ljg475sj 57 2 generated generate VBN cord-285379-ljg475sj 57 3 from from IN cord-285379-ljg475sj 57 4 digital digital JJ cord-285379-ljg475sj 57 5 health health NN cord-285379-ljg475sj 57 6 tools tool NNS cord-285379-ljg475sj 57 7 utilizing utilize VBG cord-285379-ljg475sj 57 8 photoplethysmography photoplethysmography NN cord-285379-ljg475sj 57 9 to to TO cord-285379-ljg475sj 57 10 record record VB cord-285379-ljg475sj 57 11 heart heart NN cord-285379-ljg475sj 57 12 rate rate NN cord-285379-ljg475sj 57 13 or or CC cord-285379-ljg475sj 57 14 devices device NNS cord-285379-ljg475sj 57 15 capable capable JJ cord-285379-ljg475sj 57 16 of of IN cord-285379-ljg475sj 57 17 recording record VBG cord-285379-ljg475sj 57 18 a a DT cord-285379-ljg475sj 57 19 single single JJ cord-285379-ljg475sj 57 20 lead lead NN cord-285379-ljg475sj 57 21 ECG ECG NNP cord-285379-ljg475sj 57 22 pose pose VBP cord-285379-ljg475sj 57 23 a a DT cord-285379-ljg475sj 57 24 different different JJ cord-285379-ljg475sj 57 25 challenge challenge NN cord-285379-ljg475sj 57 26 for for IN cord-285379-ljg475sj 57 27 established establish VBN cord-285379-ljg475sj 57 28 medical medical JJ cord-285379-ljg475sj 57 29 practices practice NNS cord-285379-ljg475sj 57 30 . . . cord-285379-ljg475sj 58 1 Primary primary JJ cord-285379-ljg475sj 58 2 concerns concern NNS cord-285379-ljg475sj 58 3 surrounding surround VBG cord-285379-ljg475sj 58 4 these these DT cord-285379-ljg475sj 58 5 devices device NNS cord-285379-ljg475sj 58 6 are be VBP cord-285379-ljg475sj 58 7 fundamental fundamental JJ cord-285379-ljg475sj 58 8 : : : cord-285379-ljg475sj 58 9 identifying identify VBG cord-285379-ljg475sj 58 10 how how WRB cord-285379-ljg475sj 58 11 data datum NNS cord-285379-ljg475sj 58 12 will will MD cord-285379-ljg475sj 58 13 physically physically RB cord-285379-ljg475sj 58 14 or or CC cord-285379-ljg475sj 58 15 electronically electronically RB cord-285379-ljg475sj 58 16 enter enter VB cord-285379-ljg475sj 58 17 the the DT cord-285379-ljg475sj 58 18 medical medical JJ cord-285379-ljg475sj 58 19 establishment establishment NN cord-285379-ljg475sj 58 20 , , , cord-285379-ljg475sj 58 21 the the DT cord-285379-ljg475sj 58 22 quality quality NN cord-285379-ljg475sj 58 23 of of IN cord-285379-ljg475sj 58 24 the the DT cord-285379-ljg475sj 58 25 data datum NNS cord-285379-ljg475sj 58 26 , , , cord-285379-ljg475sj 58 27 the the DT cord-285379-ljg475sj 58 28 patient patient NN cord-285379-ljg475sj 58 29 and and CC cord-285379-ljg475sj 58 30 clinician clinician NN cord-285379-ljg475sj 58 31 expectations expectation NNS cord-285379-ljg475sj 58 32 regarding regard VBG cord-285379-ljg475sj 58 33 review review NN cord-285379-ljg475sj 58 34 and and CC cord-285379-ljg475sj 58 35 communication communication NN cord-285379-ljg475sj 58 36 about about IN cord-285379-ljg475sj 58 37 the the DT cord-285379-ljg475sj 58 38 data datum NNS cord-285379-ljg475sj 58 39 , , , cord-285379-ljg475sj 58 40 and and CC cord-285379-ljg475sj 58 41 a a DT cord-285379-ljg475sj 58 42 mechanism mechanism NN cord-285379-ljg475sj 58 43 for for IN cord-285379-ljg475sj 58 44 incorporating incorporate VBG cord-285379-ljg475sj 58 45 the the DT cord-285379-ljg475sj 58 46 data datum NNS cord-285379-ljg475sj 58 47 into into IN cord-285379-ljg475sj 58 48 the the DT cord-285379-ljg475sj 58 49 patient patient NN cord-285379-ljg475sj 58 50 's 's POS cord-285379-ljg475sj 58 51 longitudinal longitudinal JJ cord-285379-ljg475sj 58 52 electronic electronic JJ cord-285379-ljg475sj 58 53 medical medical JJ cord-285379-ljg475sj 58 54 record record NN cord-285379-ljg475sj 58 55 . . . cord-285379-ljg475sj 59 1 Many many JJ cord-285379-ljg475sj 59 2 clinicians clinician NNS cord-285379-ljg475sj 59 3 avoid avoid VBP cord-285379-ljg475sj 59 4 recommending recommend VBG cord-285379-ljg475sj 59 5 the the DT cord-285379-ljg475sj 59 6 use use NN cord-285379-ljg475sj 59 7 of of IN cord-285379-ljg475sj 59 8 these these DT cord-285379-ljg475sj 59 9 tools tool NNS cord-285379-ljg475sj 59 10 due due IN cord-285379-ljg475sj 59 11 to to IN cord-285379-ljg475sj 59 12 these these DT cord-285379-ljg475sj 59 13 uncertainties uncertainty NNS cord-285379-ljg475sj 59 14 as as RB cord-285379-ljg475sj 59 15 well well RB cord-285379-ljg475sj 59 16 as as IN cord-285379-ljg475sj 59 17 concern concern NN cord-285379-ljg475sj 59 18 that that IN cord-285379-ljg475sj 59 19 they -PRON- PRP cord-285379-ljg475sj 59 20 will will MD cord-285379-ljg475sj 59 21 be be VB cord-285379-ljg475sj 59 22 inundated inundate VBN cord-285379-ljg475sj 59 23 with with IN cord-285379-ljg475sj 59 24 data datum NNS cord-285379-ljg475sj 59 25 of of IN cord-285379-ljg475sj 59 26 uncertain uncertain JJ cord-285379-ljg475sj 59 27 significance significance NN cord-285379-ljg475sj 59 28 . . . cord-285379-ljg475sj 60 1 Patients patient NNS cord-285379-ljg475sj 60 2 may may MD cord-285379-ljg475sj 60 3 become become VB cord-285379-ljg475sj 60 4 unnecessarily unnecessarily RB cord-285379-ljg475sj 60 5 concerned concern VBN cord-285379-ljg475sj 60 6 by by IN cord-285379-ljg475sj 60 7 artifact artifact NN cord-285379-ljg475sj 60 8 , , , cord-285379-ljg475sj 60 9 inaccurate inaccurate JJ cord-285379-ljg475sj 60 10 data datum NNS cord-285379-ljg475sj 60 11 , , , cord-285379-ljg475sj 60 12 and/or and/or CC cord-285379-ljg475sj 60 13 overreliance overreliance NN cord-285379-ljg475sj 60 14 on on IN cord-285379-ljg475sj 60 15 a a DT cord-285379-ljg475sj 60 16 device device NN cord-285379-ljg475sj 60 17 's 's POS cord-285379-ljg475sj 60 18 ability ability NN cord-285379-ljg475sj 60 19 ( ( -LRB- cord-285379-ljg475sj 60 20 or or CC cord-285379-ljg475sj 60 21 inability inability NN cord-285379-ljg475sj 60 22 ) ) -RRB- cord-285379-ljg475sj 60 23 to to TO cord-285379-ljg475sj 60 24 correctly correctly RB cord-285379-ljg475sj 60 25 categorize categorize VB cord-285379-ljg475sj 60 26 the the DT cord-285379-ljg475sj 60 27 data datum NNS cord-285379-ljg475sj 60 28 as as IN cord-285379-ljg475sj 60 29 normal normal JJ cord-285379-ljg475sj 60 30 or or CC cord-285379-ljg475sj 60 31 abnormal abnormal JJ cord-285379-ljg475sj 60 32 . . . cord-285379-ljg475sj 61 1 The the DT cord-285379-ljg475sj 61 2 COVID-19 COVID-19 NNP cord-285379-ljg475sj 61 3 pandemic pandemic NN cord-285379-ljg475sj 61 4 highlighted highlight VBD cord-285379-ljg475sj 61 5 both both CC cord-285379-ljg475sj 61 6 the the DT cord-285379-ljg475sj 61 7 potential potential NN cord-285379-ljg475sj 61 8 of of IN cord-285379-ljg475sj 61 9 digital digital JJ cord-285379-ljg475sj 61 10 health health NN cord-285379-ljg475sj 61 11 tools tool NNS cord-285379-ljg475sj 61 12 to to TO cord-285379-ljg475sj 61 13 enable enable VB cord-285379-ljg475sj 61 14 delivery delivery NN cord-285379-ljg475sj 61 15 of of IN cord-285379-ljg475sj 61 16 health health NN cord-285379-ljg475sj 61 17 care care NN cord-285379-ljg475sj 61 18 beyond beyond IN cord-285379-ljg475sj 61 19 the the DT cord-285379-ljg475sj 61 20 traditional traditional JJ cord-285379-ljg475sj 61 21 boundaries boundary NNS cord-285379-ljg475sj 61 22 of of IN cord-285379-ljg475sj 61 23 medical medical JJ cord-285379-ljg475sj 61 24 facilities facility NNS cord-285379-ljg475sj 61 25 as as RB cord-285379-ljg475sj 61 26 well well RB cord-285379-ljg475sj 61 27 as as IN cord-285379-ljg475sj 61 28 the the DT cord-285379-ljg475sj 61 29 inadequacies inadequacy NNS cord-285379-ljg475sj 61 30 of of IN cord-285379-ljg475sj 61 31 our -PRON- PRP$ cord-285379-ljg475sj 61 32 present present JJ cord-285379-ljg475sj 61 33 health health NN cord-285379-ljg475sj 61 34 care care NN cord-285379-ljg475sj 61 35 infrastructure infrastructure NN cord-285379-ljg475sj 61 36 to to TO cord-285379-ljg475sj 61 37 make make VB cord-285379-ljg475sj 61 38 this this DT cord-285379-ljg475sj 61 39 switch switch NN cord-285379-ljg475sj 61 40 . . . cord-285379-ljg475sj 62 1 The the DT cord-285379-ljg475sj 62 2 abrupt abrupt JJ cord-285379-ljg475sj 62 3 shuttering shuttering NN cord-285379-ljg475sj 62 4 of of IN cord-285379-ljg475sj 62 5 all all DT cord-285379-ljg475sj 62 6 but but CC cord-285379-ljg475sj 62 7 essential essential JJ cord-285379-ljg475sj 62 8 hospital hospital NN cord-285379-ljg475sj 62 9 - - HYPH cord-285379-ljg475sj 62 10 based base VBN cord-285379-ljg475sj 62 11 medical medical JJ cord-285379-ljg475sj 62 12 services service NNS cord-285379-ljg475sj 62 13 forced force VBD cord-285379-ljg475sj 62 14 patients patient NNS cord-285379-ljg475sj 62 15 and and CC cord-285379-ljg475sj 62 16 clinicians clinician NNS cord-285379-ljg475sj 62 17 to to TO cord-285379-ljg475sj 62 18 turn turn VB cord-285379-ljg475sj 62 19 to to IN cord-285379-ljg475sj 62 20 J J NNP cord-285379-ljg475sj 62 21 o o NN cord-285379-ljg475sj 62 22 u u NN cord-285379-ljg475sj 62 23 r r NN cord-285379-ljg475sj 62 24 n n NN cord-285379-ljg475sj 62 25 a a DT cord-285379-ljg475sj 62 26 l l NN cord-285379-ljg475sj 62 27 P p NN cord-285379-ljg475sj 62 28 r r NN cord-285379-ljg475sj 62 29 e e NN cord-285379-ljg475sj 63 1 -p -p : cord-285379-ljg475sj 64 1 r r NNP cord-285379-ljg475sj 64 2 o o NN cord-285379-ljg475sj 64 3 o o NN cord-285379-ljg475sj 64 4 f f NN cord-285379-ljg475sj 64 5 alternative alternative JJ cord-285379-ljg475sj 64 6 methods method NNS cord-285379-ljg475sj 64 7 of of IN cord-285379-ljg475sj 64 8 both both DT cord-285379-ljg475sj 64 9 acquiring acquire VBG cord-285379-ljg475sj 64 10 health health NN cord-285379-ljg475sj 64 11 data datum NNS cord-285379-ljg475sj 64 12 and and CC cord-285379-ljg475sj 64 13 communicating communicate VBG cord-285379-ljg475sj 64 14 the the DT cord-285379-ljg475sj 64 15 results result NNS cord-285379-ljg475sj 64 16 . . . cord-285379-ljg475sj 65 1 Telehealth telehealth NN cord-285379-ljg475sj 65 2 services service NNS cord-285379-ljg475sj 65 3 which which WDT cord-285379-ljg475sj 65 4 previously previously RB cord-285379-ljg475sj 65 5 had have VBD cord-285379-ljg475sj 65 6 struggled struggle VBN cord-285379-ljg475sj 65 7 to to TO cord-285379-ljg475sj 65 8 gain gain VB cord-285379-ljg475sj 65 9 traction traction NN cord-285379-ljg475sj 65 10 amongst amongst IN cord-285379-ljg475sj 65 11 both both DT cord-285379-ljg475sj 65 12 patients patient NNS cord-285379-ljg475sj 65 13 and and CC cord-285379-ljg475sj 65 14 clinicians clinician NNS cord-285379-ljg475sj 65 15 suddenly suddenly RB cord-285379-ljg475sj 65 16 became become VBD cord-285379-ljg475sj 65 17 routine routine JJ cord-285379-ljg475sj 65 18 , , , cord-285379-ljg475sj 65 19 with with IN cord-285379-ljg475sj 65 20 both both DT cord-285379-ljg475sj 65 21 parties party NNS cord-285379-ljg475sj 65 22 quickly quickly RB cord-285379-ljg475sj 65 23 learning learn VBG cord-285379-ljg475sj 65 24 to to TO cord-285379-ljg475sj 65 25 appreciate appreciate VB cord-285379-ljg475sj 65 26 the the DT cord-285379-ljg475sj 65 27 advantages advantage NNS cord-285379-ljg475sj 65 28 of of IN cord-285379-ljg475sj 65 29 telehealth telehealth NN cord-285379-ljg475sj 65 30 while while IN cord-285379-ljg475sj 65 31 also also RB cord-285379-ljg475sj 65 32 recognizing recognize VBG cord-285379-ljg475sj 65 33 its -PRON- PRP$ cord-285379-ljg475sj 65 34 limitations limitation NNS cord-285379-ljg475sj 65 35 . . . cord-285379-ljg475sj 66 1 Patients patient NNS cord-285379-ljg475sj 66 2 with with IN cord-285379-ljg475sj 66 3 CIEDs cied NNS cord-285379-ljg475sj 66 4 already already RB cord-285379-ljg475sj 66 5 on on IN cord-285379-ljg475sj 66 6 remote remote JJ cord-285379-ljg475sj 66 7 monitoring monitoring NN cord-285379-ljg475sj 66 8 were be VBD cord-285379-ljg475sj 66 9 at at IN cord-285379-ljg475sj 66 10 a a DT cord-285379-ljg475sj 66 11 distinct distinct JJ cord-285379-ljg475sj 66 12 advantage advantage NN cord-285379-ljg475sj 66 13 as as IN cord-285379-ljg475sj 66 14 clinicians clinician NNS cord-285379-ljg475sj 66 15 could could MD cord-285379-ljg475sj 66 16 rapidly rapidly RB cord-285379-ljg475sj 66 17 and and CC cord-285379-ljg475sj 66 18 efficiently efficiently RB cord-285379-ljg475sj 66 19 identify identify VB cord-285379-ljg475sj 66 20 and and CC cord-285379-ljg475sj 66 21 triage triage VB cord-285379-ljg475sj 66 22 patients patient NNS cord-285379-ljg475sj 66 23 with with IN cord-285379-ljg475sj 66 24 significant significant JJ cord-285379-ljg475sj 66 25 arrhythmias arrhythmia NNS cord-285379-ljg475sj 66 26 or or CC cord-285379-ljg475sj 66 27 device device NN cord-285379-ljg475sj 66 28 malfunctions malfunction NNS cord-285379-ljg475sj 66 29 and and CC cord-285379-ljg475sj 66 30 reassure reassure VB cord-285379-ljg475sj 66 31 the the DT cord-285379-ljg475sj 66 32 remaining remain VBG cord-285379-ljg475sj 66 33 patients patient NNS cord-285379-ljg475sj 66 34 to to TO cord-285379-ljg475sj 66 35 avoid avoid VB cord-285379-ljg475sj 66 36 medical medical JJ cord-285379-ljg475sj 66 37 environments environment NNS cord-285379-ljg475sj 66 38 that that WDT cord-285379-ljg475sj 66 39 could could MD cord-285379-ljg475sj 66 40 pose pose VB cord-285379-ljg475sj 66 41 risk risk NN cord-285379-ljg475sj 66 42 of of IN cord-285379-ljg475sj 66 43 COVID-19 covid-19 JJ cord-285379-ljg475sj 66 44 infection infection NN cord-285379-ljg475sj 66 45 . . . cord-285379-ljg475sj 67 1 Medical medical JJ cord-285379-ljg475sj 67 2 practices practice NNS cord-285379-ljg475sj 67 3 that that WDT cord-285379-ljg475sj 67 4 had have VBD cord-285379-ljg475sj 67 5 not not RB cord-285379-ljg475sj 67 6 implemented implement VBN cord-285379-ljg475sj 67 7 CIED CIED NNP cord-285379-ljg475sj 67 8 remote remote JJ cord-285379-ljg475sj 67 9 monitoring monitoring NN cord-285379-ljg475sj 67 10 were be VBD cord-285379-ljg475sj 67 11 forced force VBN cord-285379-ljg475sj 67 12 either either CC cord-285379-ljg475sj 67 13 to to TO cord-285379-ljg475sj 67 14 outsource outsource VB cord-285379-ljg475sj 67 15 the the DT cord-285379-ljg475sj 67 16 technical technical JJ cord-285379-ljg475sj 67 17 aspects aspect NNS cord-285379-ljg475sj 67 18 of of IN cord-285379-ljg475sj 67 19 initiating initiate VBG cord-285379-ljg475sj 67 20 and and CC cord-285379-ljg475sj 67 21 maintaining maintain VBG cord-285379-ljg475sj 67 22 patients patient NNS cord-285379-ljg475sj 67 23 on on IN cord-285379-ljg475sj 67 24 remote remote JJ cord-285379-ljg475sj 67 25 monitoring monitoring NN cord-285379-ljg475sj 67 26 or or CC cord-285379-ljg475sj 67 27 to to TO cord-285379-ljg475sj 67 28 identify identify VB cord-285379-ljg475sj 67 29 resources resource NNS cord-285379-ljg475sj 67 30 , , , cord-285379-ljg475sj 67 31 educate educate VB cord-285379-ljg475sj 67 32 patients patient NNS cord-285379-ljg475sj 67 33 and and CC cord-285379-ljg475sj 67 34 redeploy redeploy VB cord-285379-ljg475sj 67 35 staff staff NN cord-285379-ljg475sj 67 36 to to TO cord-285379-ljg475sj 67 37 figure figure VB cord-285379-ljg475sj 67 38 out out RP cord-285379-ljg475sj 67 39 the the DT cord-285379-ljg475sj 67 40 complex complex JJ cord-285379-ljg475sj 67 41 process process NN cord-285379-ljg475sj 67 42 of of IN cord-285379-ljg475sj 67 43 managing manage VBG cord-285379-ljg475sj 67 44 data datum NNS cord-285379-ljg475sj 67 45 remotely remotely RB cord-285379-ljg475sj 67 46 . . . cord-285379-ljg475sj 68 1 Identifying identify VBG cord-285379-ljg475sj 68 2 well well RB cord-285379-ljg475sj 68 3 trained train VBN cord-285379-ljg475sj 68 4 technicians technician NNS cord-285379-ljg475sj 68 5 and and CC cord-285379-ljg475sj 68 6 nurses nurse NNS cord-285379-ljg475sj 68 7 to to TO cord-285379-ljg475sj 68 8 help help VB cord-285379-ljg475sj 68 9 manage manage VB cord-285379-ljg475sj 68 10 these these DT cord-285379-ljg475sj 68 11 data datum NNS cord-285379-ljg475sj 68 12 is be VBZ cord-285379-ljg475sj 68 13 challenging challenge VBG cord-285379-ljg475sj 68 14 even even RB cord-285379-ljg475sj 68 15 in in IN cord-285379-ljg475sj 68 16 normal normal JJ cord-285379-ljg475sj 68 17 times time NNS cord-285379-ljg475sj 68 18 . . . cord-285379-ljg475sj 69 1 Similarly similarly RB cord-285379-ljg475sj 69 2 , , , cord-285379-ljg475sj 69 3 patients patient NNS cord-285379-ljg475sj 69 4 who who WP cord-285379-ljg475sj 69 5 had have VBD cord-285379-ljg475sj 69 6 adopted adopt VBN cord-285379-ljg475sj 69 7 digital digital JJ cord-285379-ljg475sj 69 8 health health NN cord-285379-ljg475sj 69 9 tools tool NNS cord-285379-ljg475sj 69 10 such such JJ cord-285379-ljg475sj 69 11 as as IN cord-285379-ljg475sj 69 12 automatic automatic JJ cord-285379-ljg475sj 69 13 blood blood NN cord-285379-ljg475sj 69 14 pressure pressure NN cord-285379-ljg475sj 69 15 cuffs cuff NNS cord-285379-ljg475sj 69 16 , , , cord-285379-ljg475sj 69 17 pulse pulse NN cord-285379-ljg475sj 69 18 oximeters oximeter NNS cord-285379-ljg475sj 69 19 , , , cord-285379-ljg475sj 69 20 glucose glucose NN cord-285379-ljg475sj 69 21 monitors monitor NNS cord-285379-ljg475sj 69 22 , , , cord-285379-ljg475sj 69 23 consumer consumer NN cord-285379-ljg475sj 69 24 single single JJ cord-285379-ljg475sj 69 25 lead lead NN cord-285379-ljg475sj 69 26 ECG ECG NNP cord-285379-ljg475sj 69 27 recorders recorder NNS cord-285379-ljg475sj 69 28 were be VBD cord-285379-ljg475sj 69 29 at at IN cord-285379-ljg475sj 69 30 a a DT cord-285379-ljg475sj 69 31 distinct distinct JJ cord-285379-ljg475sj 69 32 advantage advantage NN cord-285379-ljg475sj 69 33 as as IN cord-285379-ljg475sj 69 34 they -PRON- PRP cord-285379-ljg475sj 69 35 could could MD cord-285379-ljg475sj 69 36 provide provide VB cord-285379-ljg475sj 69 37 their -PRON- PRP$ cord-285379-ljg475sj 69 38 clinician clinician NN cord-285379-ljg475sj 69 39 with with IN cord-285379-ljg475sj 69 40 potentially potentially RB cord-285379-ljg475sj 69 41 important important JJ cord-285379-ljg475sj 69 42 data datum NNS cord-285379-ljg475sj 69 43 that that WDT cord-285379-ljg475sj 69 44 would would MD cord-285379-ljg475sj 69 45 otherwise otherwise RB cord-285379-ljg475sj 69 46 require require VB cord-285379-ljg475sj 69 47 them -PRON- PRP cord-285379-ljg475sj 69 48 risking risk VBG cord-285379-ljg475sj 69 49 exposure exposure NN cord-285379-ljg475sj 69 50 to to IN cord-285379-ljg475sj 69 51 the the DT cord-285379-ljg475sj 69 52 medical medical JJ cord-285379-ljg475sj 69 53 environment environment NN cord-285379-ljg475sj 69 54 to to TO cord-285379-ljg475sj 69 55 obtain obtain VB cord-285379-ljg475sj 69 56 . . . cord-285379-ljg475sj 70 1 Yet yet CC cord-285379-ljg475sj 70 2 even even RB cord-285379-ljg475sj 70 3 the the DT cord-285379-ljg475sj 70 4 early early JJ cord-285379-ljg475sj 70 5 adopters adopter NNS cord-285379-ljg475sj 70 6 of of IN cord-285379-ljg475sj 70 7 digital digital JJ cord-285379-ljg475sj 70 8 health health NN cord-285379-ljg475sj 70 9 tools tool NNS cord-285379-ljg475sj 70 10 were be VBD cord-285379-ljg475sj 70 11 left leave VBN cord-285379-ljg475sj 70 12 to to TO cord-285379-ljg475sj 70 13 struggle struggle VB cord-285379-ljg475sj 70 14 with with IN cord-285379-ljg475sj 70 15 sharing share VBG cord-285379-ljg475sj 70 16 the the DT cord-285379-ljg475sj 70 17 data datum NNS cord-285379-ljg475sj 70 18 and and CC cord-285379-ljg475sj 70 19 how how WRB cord-285379-ljg475sj 70 20 best good JJS cord-285379-ljg475sj 70 21 to to TO cord-285379-ljg475sj 70 22 communicate communicate VB cord-285379-ljg475sj 70 23 with with IN cord-285379-ljg475sj 70 24 their -PRON- PRP$ cord-285379-ljg475sj 70 25 clinicians clinician NNS cord-285379-ljg475sj 70 26 . . . cord-285379-ljg475sj 71 1 It -PRON- PRP cord-285379-ljg475sj 71 2 is be VBZ cord-285379-ljg475sj 71 3 likely likely JJ cord-285379-ljg475sj 71 4 that that IN cord-285379-ljg475sj 71 5 changes change NNS cord-285379-ljg475sj 71 6 brought bring VBN cord-285379-ljg475sj 71 7 forward forward RB cord-285379-ljg475sj 71 8 by by IN cord-285379-ljg475sj 71 9 the the DT cord-285379-ljg475sj 71 10 pandemic pandemic NN cord-285379-ljg475sj 71 11 will will MD cord-285379-ljg475sj 71 12 remain remain VB cord-285379-ljg475sj 71 13 and and CC cord-285379-ljg475sj 71 14 continue continue VB cord-285379-ljg475sj 71 15 to to TO cord-285379-ljg475sj 71 16 grow grow VB cord-285379-ljg475sj 71 17 even even RB cord-285379-ljg475sj 71 18 after after IN cord-285379-ljg475sj 71 19 the the DT cord-285379-ljg475sj 71 20 pandemic pandemic NN cord-285379-ljg475sj 71 21 is be VBZ cord-285379-ljg475sj 71 22 over over RB cord-285379-ljg475sj 71 23 . . . cord-285379-ljg475sj 72 1 The the DT cord-285379-ljg475sj 72 2 first first JJ cord-285379-ljg475sj 72 3 critical critical JJ cord-285379-ljg475sj 72 4 step step NN cord-285379-ljg475sj 72 5 to to IN cord-285379-ljg475sj 72 6 managing manage VBG cord-285379-ljg475sj 72 7 the the DT cord-285379-ljg475sj 72 8 deluge deluge NN cord-285379-ljg475sj 72 9 of of IN cord-285379-ljg475sj 72 10 data datum NNS cord-285379-ljg475sj 72 11 from from IN cord-285379-ljg475sj 72 12 consumer consumer NN cord-285379-ljg475sj 72 13 devices device NNS cord-285379-ljg475sj 72 14 is be VBZ cord-285379-ljg475sj 72 15 to to TO cord-285379-ljg475sj 72 16 develop develop VB cord-285379-ljg475sj 72 17 the the DT cord-285379-ljg475sj 72 18 infrastructure infrastructure NN cord-285379-ljg475sj 72 19 that that WDT cord-285379-ljg475sj 72 20 will will MD cord-285379-ljg475sj 72 21 make make VB cord-285379-ljg475sj 72 22 it -PRON- PRP cord-285379-ljg475sj 72 23 possible possible JJ cord-285379-ljg475sj 72 24 for for IN cord-285379-ljg475sj 72 25 data datum NNS cord-285379-ljg475sj 72 26 recorded record VBN cord-285379-ljg475sj 72 27 by by IN cord-285379-ljg475sj 72 28 these these DT cord-285379-ljg475sj 72 29 devices device NNS cord-285379-ljg475sj 72 30 to to TO cord-285379-ljg475sj 72 31 be be VB cord-285379-ljg475sj 72 32 securely securely RB cord-285379-ljg475sj 72 33 and and CC cord-285379-ljg475sj 72 34 reliably reliably RB cord-285379-ljg475sj 72 35 communicated communicate VBD cord-285379-ljg475sj 72 36 and and CC cord-285379-ljg475sj 72 37 incorporated incorporate VBN cord-285379-ljg475sj 72 38 into into IN cord-285379-ljg475sj 72 39 a a DT cord-285379-ljg475sj 72 40 patient patient NN cord-285379-ljg475sj 72 41 's 's POS cord-285379-ljg475sj 72 42 electronic electronic JJ cord-285379-ljg475sj 72 43 health health NN cord-285379-ljg475sj 72 44 record record NN cord-285379-ljg475sj 72 45 . . . cord-285379-ljg475sj 73 1 The the DT cord-285379-ljg475sj 73 2 second second JJ cord-285379-ljg475sj 73 3 step step NN cord-285379-ljg475sj 73 4 is be VBZ cord-285379-ljg475sj 73 5 to to TO cord-285379-ljg475sj 73 6 develop develop VB cord-285379-ljg475sj 73 7 a a DT cord-285379-ljg475sj 73 8 mechanism mechanism NN cord-285379-ljg475sj 73 9 to to TO cord-285379-ljg475sj 73 10 triage triage VB cord-285379-ljg475sj 73 11 incoming incoming JJ cord-285379-ljg475sj 73 12 digital digital JJ cord-285379-ljg475sj 73 13 health health NN cord-285379-ljg475sj 73 14 data datum NNS cord-285379-ljg475sj 73 15 so so IN cord-285379-ljg475sj 73 16 that that IN cord-285379-ljg475sj 73 17 it -PRON- PRP cord-285379-ljg475sj 73 18 can can MD cord-285379-ljg475sj 73 19 be be VB cord-285379-ljg475sj 73 20 efficiently efficiently RB cord-285379-ljg475sj 73 21 and and CC cord-285379-ljg475sj 73 22 effectively effectively RB cord-285379-ljg475sj 73 23 managed manage VBN cord-285379-ljg475sj 73 24 by by IN cord-285379-ljg475sj 73 25 a a DT cord-285379-ljg475sj 73 26 practice practice NN cord-285379-ljg475sj 73 27 ( ( -LRB- cord-285379-ljg475sj 73 28 Figure figure NN cord-285379-ljg475sj 73 29 1b 1b CD cord-285379-ljg475sj 73 30 ) ) -RRB- cord-285379-ljg475sj 73 31 . . . cord-285379-ljg475sj 74 1 Triage triage NN cord-285379-ljg475sj 74 2 should should MD cord-285379-ljg475sj 74 3 be be VB cord-285379-ljg475sj 74 4 possible possible JJ cord-285379-ljg475sj 74 5 by by IN cord-285379-ljg475sj 74 6 a a DT cord-285379-ljg475sj 74 7 combination combination NN cord-285379-ljg475sj 74 8 of of IN cord-285379-ljg475sj 74 9 artificial artificial JJ cord-285379-ljg475sj 74 10 intelligence intelligence NN cord-285379-ljg475sj 74 11 tools tool NNS cord-285379-ljg475sj 74 12 and and CC cord-285379-ljg475sj 74 13 clinical clinical JJ cord-285379-ljg475sj 74 14 pathways pathway NNS cord-285379-ljg475sj 74 15 that that WDT cord-285379-ljg475sj 74 16 make make VBP cord-285379-ljg475sj 74 17 it -PRON- PRP cord-285379-ljg475sj 74 18 possible possible JJ cord-285379-ljg475sj 74 19 for for IN cord-285379-ljg475sj 74 20 staff staff NN cord-285379-ljg475sj 74 21 with with IN cord-285379-ljg475sj 74 22 varying vary VBG cord-285379-ljg475sj 74 23 levels level NNS cord-285379-ljg475sj 74 24 of of IN cord-285379-ljg475sj 74 25 clinical clinical JJ cord-285379-ljg475sj 74 26 expertise expertise NN cord-285379-ljg475sj 74 27 to to TO cord-285379-ljg475sj 74 28 stratify stratify VB cord-285379-ljg475sj 74 29 incoming incoming JJ cord-285379-ljg475sj 74 30 data datum NNS cord-285379-ljg475sj 74 31 into into IN cord-285379-ljg475sj 74 32 4 4 CD cord-285379-ljg475sj 74 33 buckets bucket NNS cord-285379-ljg475sj 74 34 : : : cord-285379-ljg475sj 75 1 1 1 LS cord-285379-ljg475sj 75 2 ) ) -RRB- cord-285379-ljg475sj 75 3 urgent urgent JJ cord-285379-ljg475sj 75 4 data datum NNS cord-285379-ljg475sj 75 5 that that WDT cord-285379-ljg475sj 75 6 must must MD cord-285379-ljg475sj 75 7 be be VB cord-285379-ljg475sj 75 8 reviewed review VBN cord-285379-ljg475sj 75 9 and and CC cord-285379-ljg475sj 75 10 acted act VBN cord-285379-ljg475sj 75 11 upon upon IN cord-285379-ljg475sj 75 12 as as RB cord-285379-ljg475sj 75 13 soon soon RB cord-285379-ljg475sj 75 14 as as IN cord-285379-ljg475sj 75 15 possible possible JJ cord-285379-ljg475sj 75 16 by by IN cord-285379-ljg475sj 75 17 a a DT cord-285379-ljg475sj 75 18 clinician clinician NN cord-285379-ljg475sj 75 19 ; ; : cord-285379-ljg475sj 75 20 2 2 LS cord-285379-ljg475sj 75 21 ) ) -RRB- cord-285379-ljg475sj 75 22 semi semi JJ cord-285379-ljg475sj 75 23 - - JJ cord-285379-ljg475sj 75 24 urgent urgent JJ cord-285379-ljg475sj 75 25 data datum NNS cord-285379-ljg475sj 75 26 that that WDT cord-285379-ljg475sj 75 27 can can MD cord-285379-ljg475sj 75 28 be be VB cord-285379-ljg475sj 75 29 sent send VBN cord-285379-ljg475sj 75 30 to to IN cord-285379-ljg475sj 75 31 a a DT cord-285379-ljg475sj 75 32 clinician clinician NN cord-285379-ljg475sj 75 33 's 's POS cord-285379-ljg475sj 75 34 inbox inbox NN cord-285379-ljg475sj 75 35 for for IN cord-285379-ljg475sj 75 36 review review NN cord-285379-ljg475sj 75 37 within within IN cord-285379-ljg475sj 75 38 the the DT cord-285379-ljg475sj 75 39 next next JJ cord-285379-ljg475sj 75 40 business business NN cord-285379-ljg475sj 75 41 day day NN cord-285379-ljg475sj 75 42 ; ; : cord-285379-ljg475sj 75 43 3 3 CD cord-285379-ljg475sj 75 44 ) ) -RRB- cord-285379-ljg475sj 75 45 elective elective JJ cord-285379-ljg475sj 75 46 findings finding NNS cord-285379-ljg475sj 75 47 that that IN cord-285379-ljg475sj 75 48 the the DT cord-285379-ljg475sj 75 49 clinician clinician NN cord-285379-ljg475sj 75 50 will will MD cord-285379-ljg475sj 75 51 want want VB cord-285379-ljg475sj 75 52 to to TO cord-285379-ljg475sj 75 53 review review VB cord-285379-ljg475sj 75 54 with with IN cord-285379-ljg475sj 75 55 the the DT cord-285379-ljg475sj 75 56 patient patient NN cord-285379-ljg475sj 75 57 at at IN cord-285379-ljg475sj 75 58 their -PRON- PRP$ cord-285379-ljg475sj 75 59 next next JJ cord-285379-ljg475sj 75 60 routinely routinely RB cord-285379-ljg475sj 75 61 scheduled schedule VBN cord-285379-ljg475sj 75 62 encounter encounter NN cord-285379-ljg475sj 75 63 , , , cord-285379-ljg475sj 75 64 and and CC cord-285379-ljg475sj 75 65 4 4 CD cord-285379-ljg475sj 75 66 ) ) -RRB- cord-285379-ljg475sj 75 67 artifact artifact NN cord-285379-ljg475sj 75 68 that that WDT cord-285379-ljg475sj 75 69 is be VBZ cord-285379-ljg475sj 75 70 incorrectly incorrectly RB cord-285379-ljg475sj 75 71 detected detect VBN cord-285379-ljg475sj 75 72 as as IN cord-285379-ljg475sj 75 73 an an DT cord-285379-ljg475sj 75 74 arrhythmia arrhythmia NN cord-285379-ljg475sj 75 75 . . . cord-285379-ljg475sj 76 1 Expert expert NN cord-285379-ljg475sj 76 2 consensus consensus NN cord-285379-ljg475sj 76 3 documents document NNS cord-285379-ljg475sj 76 4 should should MD cord-285379-ljg475sj 76 5 guide guide VB cord-285379-ljg475sj 76 6 these these DT cord-285379-ljg475sj 76 7 clinical clinical JJ cord-285379-ljg475sj 76 8 pathways pathway NNS cord-285379-ljg475sj 76 9 , , , cord-285379-ljg475sj 76 10 while while IN cord-285379-ljg475sj 76 11 industry industry NN cord-285379-ljg475sj 76 12 engineers engineer NNS cord-285379-ljg475sj 76 13 will will MD cord-285379-ljg475sj 76 14 be be VB cord-285379-ljg475sj 76 15 called call VBN cord-285379-ljg475sj 76 16 upon upon IN cord-285379-ljg475sj 76 17 to to TO cord-285379-ljg475sj 76 18 develop develop VB cord-285379-ljg475sj 76 19 artificial artificial JJ cord-285379-ljg475sj 76 20 intelligence intelligence NN cord-285379-ljg475sj 76 21 tools tool NNS cord-285379-ljg475sj 76 22 . . . cord-285379-ljg475sj 77 1 For for IN cord-285379-ljg475sj 77 2 example example NN cord-285379-ljg475sj 77 3 , , , cord-285379-ljg475sj 77 4 an an DT cord-285379-ljg475sj 77 5 artificial artificial JJ cord-285379-ljg475sj 77 6 intelligence intelligence NN cord-285379-ljg475sj 77 7 tool tool NN cord-285379-ljg475sj 77 8 could could MD cord-285379-ljg475sj 77 9 provide provide VB cord-285379-ljg475sj 77 10 a a DT cord-285379-ljg475sj 77 11 first first JJ cord-285379-ljg475sj 77 12 - - HYPH cord-285379-ljg475sj 77 13 pass pass NN cord-285379-ljg475sj 77 14 screening screening NN cord-285379-ljg475sj 77 15 to to IN cord-285379-ljg475sj 77 16 triage triage NN cord-285379-ljg475sj 77 17 data datum NNS cord-285379-ljg475sj 77 18 . . . cord-285379-ljg475sj 78 1 A a DT cord-285379-ljg475sj 78 2 CIED CIED NNP cord-285379-ljg475sj 78 3 may may MD cord-285379-ljg475sj 78 4 communicate communicate VB cord-285379-ljg475sj 78 5 an an DT cord-285379-ljg475sj 78 6 event event NN cord-285379-ljg475sj 78 7 which which WDT cord-285379-ljg475sj 78 8 it -PRON- PRP cord-285379-ljg475sj 78 9 labels label VBZ cord-285379-ljg475sj 78 10 as as IN cord-285379-ljg475sj 78 11 non non JJ cord-285379-ljg475sj 78 12 - - JJ cord-285379-ljg475sj 78 13 sustained sustained JJ cord-285379-ljg475sj 78 14 ventricular ventricular JJ cord-285379-ljg475sj 78 15 tachycardia tachycardia NN cord-285379-ljg475sj 78 16 with with IN cord-285379-ljg475sj 78 17 97 97 CD cord-285379-ljg475sj 78 18 % % NN cord-285379-ljg475sj 78 19 certainty certainty NN cord-285379-ljg475sj 78 20 . . . cord-285379-ljg475sj 79 1 If if IN cord-285379-ljg475sj 79 2 the the DT cord-285379-ljg475sj 79 3 CIED CIED NNP cord-285379-ljg475sj 79 4 is be VBZ cord-285379-ljg475sj 79 5 an an DT cord-285379-ljg475sj 79 6 implantable implantable JJ cord-285379-ljg475sj 79 7 cardioverter cardioverter JJ cord-285379-ljg475sj 79 8 defibrillator defibrillator NN cord-285379-ljg475sj 79 9 , , , cord-285379-ljg475sj 79 10 if if IN cord-285379-ljg475sj 79 11 the the DT cord-285379-ljg475sj 79 12 episode episode NN cord-285379-ljg475sj 79 13 lasted last VBD cord-285379-ljg475sj 79 14 3 3 CD cord-285379-ljg475sj 79 15 beats beat NNS cord-285379-ljg475sj 79 16 , , , cord-285379-ljg475sj 79 17 and and CC cord-285379-ljg475sj 79 18 if if IN cord-285379-ljg475sj 79 19 this this DT cord-285379-ljg475sj 79 20 was be VBD cord-285379-ljg475sj 79 21 the the DT cord-285379-ljg475sj 79 22 first first JJ cord-285379-ljg475sj 79 23 event event NN cord-285379-ljg475sj 79 24 in in IN cord-285379-ljg475sj 79 25 18 18 CD cord-285379-ljg475sj 79 26 months month NNS cord-285379-ljg475sj 79 27 , , , cord-285379-ljg475sj 79 28 the the DT cord-285379-ljg475sj 79 29 significance significance NN cord-285379-ljg475sj 79 30 of of IN cord-285379-ljg475sj 79 31 the the DT cord-285379-ljg475sj 79 32 event event NN cord-285379-ljg475sj 79 33 is be VBZ cord-285379-ljg475sj 79 34 very very RB cord-285379-ljg475sj 79 35 different different JJ cord-285379-ljg475sj 79 36 from from IN cord-285379-ljg475sj 79 37 a a DT cord-285379-ljg475sj 79 38 3 3 CD cord-285379-ljg475sj 79 39 beat beat NN cord-285379-ljg475sj 79 40 run run NN cord-285379-ljg475sj 79 41 of of IN cord-285379-ljg475sj 79 42 non non JJ cord-285379-ljg475sj 79 43 - - JJ cord-285379-ljg475sj 79 44 sustained sustained JJ cord-285379-ljg475sj 79 45 ventricular ventricular JJ cord-285379-ljg475sj 79 46 tachycardia tachycardia NN cord-285379-ljg475sj 79 47 detected detect VBN cord-285379-ljg475sj 79 48 by by IN cord-285379-ljg475sj 79 49 a a DT cord-285379-ljg475sj 79 50 mobile mobile JJ cord-285379-ljg475sj 79 51 cardiac cardiac JJ cord-285379-ljg475sj 79 52 telemetry telemetry NN cord-285379-ljg475sj 79 53 monitor monitor NN cord-285379-ljg475sj 79 54 placed place VBN cord-285379-ljg475sj 79 55 on on IN cord-285379-ljg475sj 79 56 a a DT cord-285379-ljg475sj 79 57 patient patient NN cord-285379-ljg475sj 79 58 with with IN cord-285379-ljg475sj 79 59 coronary coronary JJ cord-285379-ljg475sj 79 60 artery artery NN cord-285379-ljg475sj 79 61 disease disease NN cord-285379-ljg475sj 79 62 , , , cord-285379-ljg475sj 79 63 a a DT cord-285379-ljg475sj 79 64 left left JJ cord-285379-ljg475sj 79 65 ventricular ventricular JJ cord-285379-ljg475sj 79 66 ejection ejection NN cord-285379-ljg475sj 79 67 fraction fraction NN cord-285379-ljg475sj 79 68 of of IN cord-285379-ljg475sj 79 69 40 40 CD cord-285379-ljg475sj 79 70 % % NN cord-285379-ljg475sj 79 71 who who WP cord-285379-ljg475sj 79 72 is be VBZ cord-285379-ljg475sj 79 73 being be VBG cord-285379-ljg475sj 79 74 evaluated evaluate VBN cord-285379-ljg475sj 79 75 for for IN cord-285379-ljg475sj 79 76 recurrent recurrent JJ cord-285379-ljg475sj 79 77 syncope syncope NN cord-285379-ljg475sj 79 78 . . . cord-285379-ljg475sj 80 1 The the DT cord-285379-ljg475sj 80 2 electronic electronic JJ cord-285379-ljg475sj 80 3 medical medical JJ cord-285379-ljg475sj 80 4 record record NN cord-285379-ljg475sj 80 5 should should MD cord-285379-ljg475sj 80 6 be be VB cord-285379-ljg475sj 80 7 able able JJ cord-285379-ljg475sj 80 8 to to TO cord-285379-ljg475sj 80 9 provide provide VB cord-285379-ljg475sj 80 10 an an DT cord-285379-ljg475sj 80 11 artificial artificial JJ cord-285379-ljg475sj 80 12 intelligence intelligence NN cord-285379-ljg475sj 80 13 tool tool NN cord-285379-ljg475sj 80 14 with with IN cord-285379-ljg475sj 80 15 sufficient sufficient JJ cord-285379-ljg475sj 80 16 clinical clinical JJ cord-285379-ljg475sj 80 17 data datum NNS cord-285379-ljg475sj 80 18 to to TO cord-285379-ljg475sj 80 19 enable enable VB cord-285379-ljg475sj 80 20 the the DT cord-285379-ljg475sj 80 21 tool tool NN cord-285379-ljg475sj 80 22 to to TO cord-285379-ljg475sj 80 23 determine determine VB cord-285379-ljg475sj 80 24 if if IN cord-285379-ljg475sj 80 25 the the DT cord-285379-ljg475sj 80 26 patient patient NN cord-285379-ljg475sj 80 27 has have VBZ cord-285379-ljg475sj 80 28 an an DT cord-285379-ljg475sj 80 29 implantable implantable JJ cord-285379-ljg475sj 80 30 cardioverter cardioverter JJ cord-285379-ljg475sj 80 31 defibrillator defibrillator NN cord-285379-ljg475sj 80 32 and and CC cord-285379-ljg475sj 80 33 whether whether IN cord-285379-ljg475sj 80 34 this this DT cord-285379-ljg475sj 80 35 is be VBZ cord-285379-ljg475sj 80 36 a a DT cord-285379-ljg475sj 80 37 new new JJ cord-285379-ljg475sj 80 38 arrhythmia arrhythmia NN cord-285379-ljg475sj 80 39 , , , cord-285379-ljg475sj 80 40 thereby thereby RB cord-285379-ljg475sj 80 41 providing provide VBG cord-285379-ljg475sj 80 42 a a DT cord-285379-ljg475sj 80 43 first first JJ cord-285379-ljg475sj 80 44 pass pass NN cord-285379-ljg475sj 80 45 screen screen NN cord-285379-ljg475sj 80 46 . . . cord-285379-ljg475sj 81 1 If if IN cord-285379-ljg475sj 81 2 the the DT cord-285379-ljg475sj 81 3 event event NN cord-285379-ljg475sj 81 4 does do VBZ cord-285379-ljg475sj 81 5 not not RB cord-285379-ljg475sj 81 6 meet meet VB cord-285379-ljg475sj 81 7 this this DT cord-285379-ljg475sj 81 8 criterion criterion NN cord-285379-ljg475sj 81 9 , , , cord-285379-ljg475sj 81 10 it -PRON- PRP cord-285379-ljg475sj 81 11 is be VBZ cord-285379-ljg475sj 81 12 labelled label VBN cord-285379-ljg475sj 81 13 as as IN cord-285379-ljg475sj 81 14 potentially potentially RB cord-285379-ljg475sj 81 15 clinically clinically RB cord-285379-ljg475sj 81 16 significant significant JJ cord-285379-ljg475sj 81 17 , , , cord-285379-ljg475sj 81 18 and and CC cord-285379-ljg475sj 81 19 triaged triage VBD cord-285379-ljg475sj 81 20 accordingly accordingly RB cord-285379-ljg475sj 81 21 . . . cord-285379-ljg475sj 82 1 Technology technology NN cord-285379-ljg475sj 82 2 should should MD cord-285379-ljg475sj 82 3 allow allow VB cord-285379-ljg475sj 82 4 patients patient NNS cord-285379-ljg475sj 82 5 to to TO cord-285379-ljg475sj 82 6 know know VB cord-285379-ljg475sj 82 7 if if IN cord-285379-ljg475sj 82 8 an an DT cord-285379-ljg475sj 82 9 event event NN cord-285379-ljg475sj 82 10 has have VBZ cord-285379-ljg475sj 82 11 been be VBN cord-285379-ljg475sj 82 12 detected detect VBN cord-285379-ljg475sj 82 13 , , , cord-285379-ljg475sj 82 14 transmitted transmit VBN cord-285379-ljg475sj 82 15 and and CC cord-285379-ljg475sj 82 16 reviewed review VBN cord-285379-ljg475sj 82 17 . . . cord-285379-ljg475sj 83 1 Once once RB cord-285379-ljg475sj 83 2 reviewed review VBN cord-285379-ljg475sj 83 3 , , , cord-285379-ljg475sj 83 4 it -PRON- PRP cord-285379-ljg475sj 83 5 should should MD cord-285379-ljg475sj 83 6 be be VB cord-285379-ljg475sj 83 7 possible possible JJ cord-285379-ljg475sj 83 8 for for IN cord-285379-ljg475sj 83 9 the the DT cord-285379-ljg475sj 83 10 clinician clinician NN cord-285379-ljg475sj 83 11 to to TO cord-285379-ljg475sj 83 12 easily easily RB cord-285379-ljg475sj 83 13 communicate communicate VB cord-285379-ljg475sj 83 14 with with IN cord-285379-ljg475sj 83 15 the the DT cord-285379-ljg475sj 83 16 patient patient NN cord-285379-ljg475sj 83 17 -and -and CC cord-285379-ljg475sj 83 18 vice vice NN cord-285379-ljg475sj 83 19 versa versa RB cord-285379-ljg475sj 83 20 . . . cord-285379-ljg475sj 84 1 An an DT cord-285379-ljg475sj 84 2 Achilles Achilles NNP cord-285379-ljg475sj 84 3 heel heel NN cord-285379-ljg475sj 84 4 of of IN cord-285379-ljg475sj 84 5 the the DT cord-285379-ljg475sj 84 6 present present JJ cord-285379-ljg475sj 84 7 CIED CIED NNP cord-285379-ljg475sj 84 8 wireless wireless NN cord-285379-ljg475sj 84 9 remote remote JJ cord-285379-ljg475sj 84 10 monitoring monitoring NN cord-285379-ljg475sj 84 11 systems system NNS cord-285379-ljg475sj 84 12 is be VBZ cord-285379-ljg475sj 84 13 the the DT cord-285379-ljg475sj 84 14 absence absence NN cord-285379-ljg475sj 84 15 of of IN cord-285379-ljg475sj 84 16 a a DT cord-285379-ljg475sj 84 17 robust robust JJ cord-285379-ljg475sj 84 18 , , , cord-285379-ljg475sj 84 19 streamlined streamlined JJ cord-285379-ljg475sj 84 20 method method NN cord-285379-ljg475sj 84 21 for for IN cord-285379-ljg475sj 84 22 both both CC cord-285379-ljg475sj 84 23 medical medical JJ cord-285379-ljg475sj 84 24 practices practice NNS cord-285379-ljg475sj 84 25 as as RB cord-285379-ljg475sj 84 26 well well RB cord-285379-ljg475sj 84 27 as as IN cord-285379-ljg475sj 84 28 patients patient NNS cord-285379-ljg475sj 84 29 to to TO cord-285379-ljg475sj 84 30 quickly quickly RB cord-285379-ljg475sj 84 31 and and CC cord-285379-ljg475sj 84 32 reliably reliably RB cord-285379-ljg475sj 84 33 be be VB cord-285379-ljg475sj 84 34 notified notify VBN cord-285379-ljg475sj 84 35 if if IN cord-285379-ljg475sj 84 36 their -PRON- PRP$ cord-285379-ljg475sj 84 37 transceiver transceiver NN cord-285379-ljg475sj 84 38 stops stop VBZ cord-285379-ljg475sj 84 39 communicating communicate VBG cord-285379-ljg475sj 84 40 . . . cord-285379-ljg475sj 85 1 It -PRON- PRP cord-285379-ljg475sj 85 2 is be VBZ cord-285379-ljg475sj 85 3 not not RB cord-285379-ljg475sj 85 4 uncommon uncommon JJ cord-285379-ljg475sj 85 5 for for IN cord-285379-ljg475sj 85 6 patients patient NNS cord-285379-ljg475sj 85 7 to to TO cord-285379-ljg475sj 85 8 learn learn VB cord-285379-ljg475sj 85 9 that that IN cord-285379-ljg475sj 85 10 their -PRON- PRP$ cord-285379-ljg475sj 85 11 remote remote JJ cord-285379-ljg475sj 85 12 monitor monitor NN cord-285379-ljg475sj 85 13 stopped stop VBD cord-285379-ljg475sj 85 14 communicating communicate VBG cord-285379-ljg475sj 85 15 months month NNS cord-285379-ljg475sj 85 16 after after IN cord-285379-ljg475sj 85 17 the the DT cord-285379-ljg475sj 85 18 fact fact NN cord-285379-ljg475sj 85 19 . . . cord-285379-ljg475sj 86 1 While while IN cord-285379-ljg475sj 86 2 each each DT cord-285379-ljg475sj 86 3 CIED CIED NNP cord-285379-ljg475sj 86 4 manufacturer manufacturer NN cord-285379-ljg475sj 86 5 has have VBZ cord-285379-ljg475sj 86 6 made make VBN cord-285379-ljg475sj 86 7 some some DT cord-285379-ljg475sj 86 8 progress progress NN cord-285379-ljg475sj 86 9 in in IN cord-285379-ljg475sj 86 10 alerting alert VBG cord-285379-ljg475sj 86 11 practices practice NNS cord-285379-ljg475sj 86 12 when when WRB cord-285379-ljg475sj 86 13 communication communication NN cord-285379-ljg475sj 86 14 stops stop VBZ cord-285379-ljg475sj 86 15 , , , cord-285379-ljg475sj 86 16 the the DT cord-285379-ljg475sj 86 17 systems system NNS cord-285379-ljg475sj 86 18 are be VBP cord-285379-ljg475sj 86 19 poorly poorly RB cord-285379-ljg475sj 86 20 designed design VBN cord-285379-ljg475sj 86 21 and and CC cord-285379-ljg475sj 86 22 inconsistent inconsistent JJ cord-285379-ljg475sj 86 23 , , , cord-285379-ljg475sj 86 24 even even RB cord-285379-ljg475sj 86 25 within within IN cord-285379-ljg475sj 86 26 a a DT cord-285379-ljg475sj 86 27 manufacturer manufacturer NN cord-285379-ljg475sj 86 28 's 's POS cord-285379-ljg475sj 86 29 product product NN cord-285379-ljg475sj 86 30 line line NN cord-285379-ljg475sj 86 31 . . . cord-285379-ljg475sj 87 1 This this DT cord-285379-ljg475sj 87 2 basic basic JJ cord-285379-ljg475sj 87 3 quality quality NN cord-285379-ljg475sj 87 4 concern concern NN cord-285379-ljg475sj 87 5 requires require VBZ cord-285379-ljg475sj 87 6 a a DT cord-285379-ljg475sj 87 7 higher high JJR cord-285379-ljg475sj 87 8 priority priority NN cord-285379-ljg475sj 87 9 status status NN cord-285379-ljg475sj 87 10 from from IN cord-285379-ljg475sj 87 11 industry industry NN cord-285379-ljg475sj 87 12 and and CC cord-285379-ljg475sj 87 13 may may MD cord-285379-ljg475sj 87 14 be be VB cord-285379-ljg475sj 87 15 best well RBS cord-285379-ljg475sj 87 16 addressed address VBN cord-285379-ljg475sj 87 17 by by IN cord-285379-ljg475sj 87 18 developing develop VBG cord-285379-ljg475sj 87 19 an an DT cord-285379-ljg475sj 87 20 industry industry NN cord-285379-ljg475sj 87 21 standard standard NN cord-285379-ljg475sj 87 22 approach approach NN cord-285379-ljg475sj 87 23 , , , cord-285379-ljg475sj 87 24 such such JJ cord-285379-ljg475sj 87 25 as as IN cord-285379-ljg475sj 87 26 has have VBZ cord-285379-ljg475sj 87 27 been be VBN cord-285379-ljg475sj 87 28 taken take VBN cord-285379-ljg475sj 87 29 to to IN cord-285379-ljg475sj 87 30 consistently consistently RB cord-285379-ljg475sj 87 31 and and CC cord-285379-ljg475sj 87 32 uniformly uniformly RB cord-285379-ljg475sj 87 33 message message VB cord-285379-ljg475sj 87 34 the the DT cord-285379-ljg475sj 87 35 clinical clinical JJ cord-285379-ljg475sj 87 36 community community NN cord-285379-ljg475sj 87 37 the the DT cord-285379-ljg475sj 87 38 definition definition NN cord-285379-ljg475sj 87 39 of of IN cord-285379-ljg475sj 87 40 the the DT cord-285379-ljg475sj 87 41 CIED CIED NNP cord-285379-ljg475sj 87 42 elective elective JJ cord-285379-ljg475sj 87 43 replacement replacement NN cord-285379-ljg475sj 87 44 indicator indicator NN cord-285379-ljg475sj 87 45 . . . cord-285379-ljg475sj 88 1 Managing manage VBG cord-285379-ljg475sj 88 2 the the DT cord-285379-ljg475sj 88 3 patient patient NN cord-285379-ljg475sj 88 4 needs need NNS cord-285379-ljg475sj 88 5 and and CC cord-285379-ljg475sj 88 6 the the DT cord-285379-ljg475sj 88 7 data datum NNS cord-285379-ljg475sj 88 8 generated generate VBN cord-285379-ljg475sj 88 9 by by IN cord-285379-ljg475sj 88 10 digital digital JJ cord-285379-ljg475sj 88 11 health health NN cord-285379-ljg475sj 88 12 tools tool NNS cord-285379-ljg475sj 88 13 requires require VBZ cord-285379-ljg475sj 88 14 well well RB cord-285379-ljg475sj 88 15 trained train VBN cord-285379-ljg475sj 88 16 technicians technician NNS cord-285379-ljg475sj 88 17 and and CC cord-285379-ljg475sj 88 18 nurses nurse NNS cord-285379-ljg475sj 88 19 , , , cord-285379-ljg475sj 88 20 and and CC cord-285379-ljg475sj 88 21 appropriate appropriate JJ cord-285379-ljg475sj 88 22 staffing staffing NN cord-285379-ljg475sj 88 23 numbers number NNS cord-285379-ljg475sj 88 24 have have VBP cord-285379-ljg475sj 88 25 yet yet RB cord-285379-ljg475sj 88 26 to to TO cord-285379-ljg475sj 88 27 be be VB cord-285379-ljg475sj 88 28 defined define VBN cord-285379-ljg475sj 88 29 . . . cord-285379-ljg475sj 89 1 Examiners examiner NNS cord-285379-ljg475sj 89 2 and and CC cord-285379-ljg475sj 89 3 educational educational JJ cord-285379-ljg475sj 89 4 programs program NNS cord-285379-ljg475sj 89 5 offered offer VBN cord-285379-ljg475sj 89 6 by by IN cord-285379-ljg475sj 89 7 private private JJ cord-285379-ljg475sj 89 8 organizations organization NNS cord-285379-ljg475sj 89 9 , , , cord-285379-ljg475sj 89 10 these these DT cord-285379-ljg475sj 89 11 remain remain VBP cord-285379-ljg475sj 89 12 out out IN cord-285379-ljg475sj 89 13 of of IN cord-285379-ljg475sj 89 14 reach reach NN cord-285379-ljg475sj 89 15 both both DT cord-285379-ljg475sj 89 16 from from IN cord-285379-ljg475sj 89 17 a a DT cord-285379-ljg475sj 89 18 financial financial JJ cord-285379-ljg475sj 89 19 as as RB cord-285379-ljg475sj 89 20 well well RB cord-285379-ljg475sj 89 21 as as IN cord-285379-ljg475sj 89 22 time time NN cord-285379-ljg475sj 89 23 commitment commitment NN cord-285379-ljg475sj 89 24 perspective perspective NN cord-285379-ljg475sj 89 25 for for IN cord-285379-ljg475sj 89 26 most most JJS cord-285379-ljg475sj 89 27 allied ally VBN cord-285379-ljg475sj 89 28 professionals professional NNS cord-285379-ljg475sj 89 29 . . . cord-285379-ljg475sj 90 1 Difficulty difficulty NN cord-285379-ljg475sj 90 2 identifying identify VBG cord-285379-ljg475sj 90 3 and and CC cord-285379-ljg475sj 90 4 training training NN cord-285379-ljg475sj 90 5 staff staff NN cord-285379-ljg475sj 90 6 is be VBZ cord-285379-ljg475sj 90 7 the the DT cord-285379-ljg475sj 90 8 reason reason NN cord-285379-ljg475sj 90 9 some some DT cord-285379-ljg475sj 90 10 practices practice NNS cord-285379-ljg475sj 90 11 are be VBP cord-285379-ljg475sj 90 12 outsourcing outsource VBG cord-285379-ljg475sj 90 13 the the DT cord-285379-ljg475sj 90 14 technical technical JJ cord-285379-ljg475sj 90 15 components component NNS cord-285379-ljg475sj 90 16 of of IN cord-285379-ljg475sj 90 17 managing manage VBG cord-285379-ljg475sj 90 18 the the DT cord-285379-ljg475sj 90 19 acquisition acquisition NN cord-285379-ljg475sj 90 20 and and CC cord-285379-ljg475sj 90 21 collation collation NN cord-285379-ljg475sj 90 22 of of IN cord-285379-ljg475sj 90 23 digital digital JJ cord-285379-ljg475sj 90 24 health health NN cord-285379-ljg475sj 90 25 data datum NNS cord-285379-ljg475sj 90 26 to to IN cord-285379-ljg475sj 90 27 independent independent JJ cord-285379-ljg475sj 90 28 remote remote JJ cord-285379-ljg475sj 90 29 monitoring monitoring NN cord-285379-ljg475sj 90 30 organizations organization NNS cord-285379-ljg475sj 90 31 . . . cord-285379-ljg475sj 91 1 The the DT cord-285379-ljg475sj 91 2 tools tool NNS cord-285379-ljg475sj 91 3 of of IN cord-285379-ljg475sj 91 4 digital digital JJ cord-285379-ljg475sj 91 5 health health NN cord-285379-ljg475sj 91 6 bring bring VBP cord-285379-ljg475sj 91 7 several several JJ cord-285379-ljg475sj 91 8 new new JJ cord-285379-ljg475sj 91 9 categories category NNS cord-285379-ljg475sj 91 10 of of IN cord-285379-ljg475sj 91 11 unanswered unanswered JJ cord-285379-ljg475sj 91 12 questions question NNS cord-285379-ljg475sj 91 13 that that WDT cord-285379-ljg475sj 91 14 require require VBP cord-285379-ljg475sj 91 15 scientific scientific JJ cord-285379-ljg475sj 91 16 study study NN cord-285379-ljg475sj 91 17 . . . cord-285379-ljg475sj 92 1 The the DT cord-285379-ljg475sj 92 2 first first JJ cord-285379-ljg475sj 92 3 questions question NNS cord-285379-ljg475sj 92 4 pertain pertain VBP cord-285379-ljg475sj 92 5 to to IN cord-285379-ljg475sj 92 6 implementation implementation NN cord-285379-ljg475sj 92 7 of of IN cord-285379-ljg475sj 92 8 these these DT cord-285379-ljg475sj 92 9 tools tool NNS cord-285379-ljg475sj 92 10 . . . cord-285379-ljg475sj 93 1 Patients patient NNS cord-285379-ljg475sj 93 2 and and CC cord-285379-ljg475sj 93 3 the the DT cord-285379-ljg475sj 93 4 broader broad JJR cord-285379-ljg475sj 93 5 public public NN cord-285379-ljg475sj 93 6 at at IN cord-285379-ljg475sj 93 7 large large JJ cord-285379-ljg475sj 93 8 are be VBP cord-285379-ljg475sj 93 9 essential essential JJ cord-285379-ljg475sj 93 10 partners partner NNS cord-285379-ljg475sj 93 11 in in IN cord-285379-ljg475sj 93 12 acquiring acquire VBG cord-285379-ljg475sj 93 13 the the DT cord-285379-ljg475sj 93 14 data datum NNS cord-285379-ljg475sj 93 15 , , , cord-285379-ljg475sj 93 16 therefore therefore RB cord-285379-ljg475sj 93 17 it -PRON- PRP cord-285379-ljg475sj 93 18 is be VBZ cord-285379-ljg475sj 93 19 imperative imperative JJ cord-285379-ljg475sj 93 20 that that IN cord-285379-ljg475sj 93 21 the the DT cord-285379-ljg475sj 93 22 design design NN cord-285379-ljg475sj 93 23 and and CC cord-285379-ljg475sj 93 24 interfaces interface NNS cord-285379-ljg475sj 93 25 of of IN cord-285379-ljg475sj 93 26 these these DT cord-285379-ljg475sj 93 27 tools tool NNS cord-285379-ljg475sj 93 28 be be VB cord-285379-ljg475sj 93 29 intuitive intuitive JJ cord-285379-ljg475sj 93 30 to to IN cord-285379-ljg475sj 93 31 individuals individual NNS cord-285379-ljg475sj 93 32 who who WP cord-285379-ljg475sj 93 33 span span VBP cord-285379-ljg475sj 93 34 a a DT cord-285379-ljg475sj 93 35 broad broad JJ cord-285379-ljg475sj 93 36 range range NN cord-285379-ljg475sj 93 37 of of IN cord-285379-ljg475sj 93 38 ages age NNS cord-285379-ljg475sj 93 39 , , , cord-285379-ljg475sj 93 40 educational educational JJ cord-285379-ljg475sj 93 41 and and CC cord-285379-ljg475sj 93 42 cultural cultural JJ cord-285379-ljg475sj 93 43 backgrounds background NNS cord-285379-ljg475sj 93 44 . . . cord-285379-ljg475sj 94 1 Next next RB cord-285379-ljg475sj 94 2 , , , cord-285379-ljg475sj 94 3 it -PRON- PRP cord-285379-ljg475sj 94 4 will will MD cord-285379-ljg475sj 94 5 be be VB cord-285379-ljg475sj 94 6 important important JJ cord-285379-ljg475sj 94 7 to to TO cord-285379-ljg475sj 94 8 assess assess VB cord-285379-ljg475sj 94 9 the the DT cord-285379-ljg475sj 94 10 quality quality NN cord-285379-ljg475sj 94 11 J J NNP cord-285379-ljg475sj 94 12 o o NN cord-285379-ljg475sj 94 13 u u NN cord-285379-ljg475sj 94 14 r r NN cord-285379-ljg475sj 94 15 n n NN cord-285379-ljg475sj 94 16 a a DT cord-285379-ljg475sj 94 17 l l NN cord-285379-ljg475sj 94 18 P p NN cord-285379-ljg475sj 94 19 r r NN cord-285379-ljg475sj 94 20 e e NN cord-285379-ljg475sj 94 21 -p -p NN cord-285379-ljg475sj 95 1 r r NNP cord-285379-ljg475sj 95 2 o o NN cord-285379-ljg475sj 95 3 o o NN cord-285379-ljg475sj 95 4 f f NN cord-285379-ljg475sj 95 5 and and CC cord-285379-ljg475sj 95 6 reliability reliability NN cord-285379-ljg475sj 95 7 of of IN cord-285379-ljg475sj 95 8 data datum NNS cord-285379-ljg475sj 95 9 that that WDT cord-285379-ljg475sj 95 10 clinicians clinician NNS cord-285379-ljg475sj 95 11 receive receive VBP cord-285379-ljg475sj 95 12 from from IN cord-285379-ljg475sj 95 13 these these DT cord-285379-ljg475sj 95 14 tools tool NNS cord-285379-ljg475sj 95 15 . . . cord-285379-ljg475sj 96 1 This this DT cord-285379-ljg475sj 96 2 will will MD cord-285379-ljg475sj 96 3 be be VB cord-285379-ljg475sj 96 4 an an DT cord-285379-ljg475sj 96 5 ongoing ongoing JJ cord-285379-ljg475sj 96 6 question question NN cord-285379-ljg475sj 96 7 as as IN cord-285379-ljg475sj 96 8 new new JJ cord-285379-ljg475sj 96 9 tools tool NNS cord-285379-ljg475sj 96 10 are be VBP cord-285379-ljg475sj 96 11 developed develop VBN cord-285379-ljg475sj 96 12 . . . cord-285379-ljg475sj 97 1 We -PRON- PRP cord-285379-ljg475sj 97 2 then then RB cord-285379-ljg475sj 97 3 need need VBP cord-285379-ljg475sj 97 4 to to TO cord-285379-ljg475sj 97 5 identify identify VB cord-285379-ljg475sj 97 6 which which WDT cord-285379-ljg475sj 97 7 tools tool NNS cord-285379-ljg475sj 97 8 and and CC cord-285379-ljg475sj 97 9 what what WDT cord-285379-ljg475sj 97 10 data datum NNS cord-285379-ljg475sj 97 11 will will MD cord-285379-ljg475sj 97 12 form form VB cord-285379-ljg475sj 97 13 a a DT cord-285379-ljg475sj 97 14 basis basis NN cord-285379-ljg475sj 97 15 for for IN cord-285379-ljg475sj 97 16 improving improve VBG cord-285379-ljg475sj 97 17 patient patient NN cord-285379-ljg475sj 97 18 - - HYPH cord-285379-ljg475sj 97 19 centered center VBN cord-285379-ljg475sj 97 20 outcomes outcome NNS cord-285379-ljg475sj 97 21 . . . cord-285379-ljg475sj 98 1 Lastly lastly RB cord-285379-ljg475sj 98 2 , , , cord-285379-ljg475sj 98 3 we -PRON- PRP cord-285379-ljg475sj 98 4 need need VBP cord-285379-ljg475sj 98 5 to to TO cord-285379-ljg475sj 98 6 understand understand VB cord-285379-ljg475sj 98 7 the the DT cord-285379-ljg475sj 98 8 best good JJS cord-285379-ljg475sj 98 9 tools tool NNS cord-285379-ljg475sj 98 10 and and CC cord-285379-ljg475sj 98 11 strategies strategy NNS cord-285379-ljg475sj 98 12 for for IN cord-285379-ljg475sj 98 13 communication communication NN cord-285379-ljg475sj 98 14 to to TO cord-285379-ljg475sj 98 15 occur occur VB cord-285379-ljg475sj 98 16 between between IN cord-285379-ljg475sj 98 17 patients patient NNS cord-285379-ljg475sj 98 18 and and CC cord-285379-ljg475sj 98 19 clinician clinician NN cord-285379-ljg475sj 98 20 to to TO cord-285379-ljg475sj 98 21 maximize maximize VB cord-285379-ljg475sj 98 22 patient patient JJ cord-285379-ljg475sj 98 23 engagement engagement NN cord-285379-ljg475sj 98 24 and and CC cord-285379-ljg475sj 98 25 optimize optimize VB cord-285379-ljg475sj 98 26 the the DT cord-285379-ljg475sj 98 27 potential potential JJ cord-285379-ljg475sj 98 28 benefits benefit NNS cord-285379-ljg475sj 98 29 of of IN cord-285379-ljg475sj 98 30 digital digital JJ cord-285379-ljg475sj 98 31 health health NN cord-285379-ljg475sj 98 32 . . . cord-285379-ljg475sj 99 1 Economics Economics NNP cord-285379-ljg475sj 99 2 is be VBZ cord-285379-ljg475sj 99 3 fundamental fundamental JJ cord-285379-ljg475sj 99 4 to to IN cord-285379-ljg475sj 99 5 driving driving NN cord-285379-ljg475sj 99 6 change change NN cord-285379-ljg475sj 99 7 , , , cord-285379-ljg475sj 99 8 and and CC cord-285379-ljg475sj 99 9 to to IN cord-285379-ljg475sj 99 10 - - HYPH cord-285379-ljg475sj 99 11 date date NN cord-285379-ljg475sj 99 12 this this DT cord-285379-ljg475sj 99 13 has have VBZ cord-285379-ljg475sj 99 14 limited limit VBN cord-285379-ljg475sj 99 15 the the DT cord-285379-ljg475sj 99 16 impact impact NN cord-285379-ljg475sj 99 17 of of IN cord-285379-ljg475sj 99 18 telehealth telehealth NN cord-285379-ljg475sj 99 19 and and CC cord-285379-ljg475sj 99 20 digital digital JJ cord-285379-ljg475sj 99 21 health health NN cord-285379-ljg475sj 99 22 . . . cord-285379-ljg475sj 100 1 There there EX cord-285379-ljg475sj 100 2 was be VBD cord-285379-ljg475sj 100 3 perhaps perhaps RB cord-285379-ljg475sj 100 4 no no DT cord-285379-ljg475sj 100 5 greater great JJR cord-285379-ljg475sj 100 6 acknowledgment acknowledgment NN cord-285379-ljg475sj 100 7 of of IN cord-285379-ljg475sj 100 8 this this DT cord-285379-ljg475sj 100 9 than than IN cord-285379-ljg475sj 100 10 the the DT cord-285379-ljg475sj 100 11 Digital Digital NNP cord-285379-ljg475sj 100 12 health health NN cord-285379-ljg475sj 100 13 tools tool NNS cord-285379-ljg475sj 100 14 and and CC cord-285379-ljg475sj 100 15 the the DT cord-285379-ljg475sj 100 16 data datum NNS cord-285379-ljg475sj 100 17 they -PRON- PRP cord-285379-ljg475sj 100 18 generate generate VBP cord-285379-ljg475sj 100 19 present present JJ cord-285379-ljg475sj 100 20 new new JJ cord-285379-ljg475sj 100 21 challenges challenge NNS cord-285379-ljg475sj 100 22 for for IN cord-285379-ljg475sj 100 23 reimbursement reimbursement NN cord-285379-ljg475sj 100 24 . . . cord-285379-ljg475sj 101 1 To to IN cord-285379-ljg475sj 101 2 date date NN cord-285379-ljg475sj 101 3 , , , cord-285379-ljg475sj 101 4 the the DT cord-285379-ljg475sj 101 5 public public NN cord-285379-ljg475sj 101 6 has have VBZ cord-285379-ljg475sj 101 7 not not RB cord-285379-ljg475sj 101 8 expected expect VBN cord-285379-ljg475sj 101 9 insurance insurance NN cord-285379-ljg475sj 101 10 carriers carrier NNS cord-285379-ljg475sj 101 11 to to TO cord-285379-ljg475sj 101 12 pay pay VB cord-285379-ljg475sj 101 13 for for IN cord-285379-ljg475sj 101 14 consumer consumer NN cord-285379-ljg475sj 101 15 devices device NNS cord-285379-ljg475sj 101 16 , , , cord-285379-ljg475sj 101 17 but but CC cord-285379-ljg475sj 101 18 with with IN cord-285379-ljg475sj 101 19 home home NN cord-285379-ljg475sj 101 20 blood blood NN cord-285379-ljg475sj 101 21 pressure pressure NN cord-285379-ljg475sj 101 22 monitors monitor NNS cord-285379-ljg475sj 101 23 , , , cord-285379-ljg475sj 101 24 heart heart NN cord-285379-ljg475sj 101 25 rate rate NN cord-285379-ljg475sj 101 26 and and CC cord-285379-ljg475sj 101 27 rhythm rhythm NN cord-285379-ljg475sj 101 28 monitors monitor NNS cord-285379-ljg475sj 101 29 , , , cord-285379-ljg475sj 101 30 patient patient JJ cord-285379-ljg475sj 101 31 expectations expectation NNS cord-285379-ljg475sj 101 32 are be VBP cord-285379-ljg475sj 101 33 changing change VBG cord-285379-ljg475sj 101 34 . . . cord-285379-ljg475sj 102 1 Clinician clinician JJ cord-285379-ljg475sj 102 2 time time NN cord-285379-ljg475sj 102 3 and and CC cord-285379-ljg475sj 102 4 effort effort NN cord-285379-ljg475sj 102 5 vary vary VBP cord-285379-ljg475sj 102 6 widely widely RB cord-285379-ljg475sj 102 7 based base VBN cord-285379-ljg475sj 102 8 upon upon IN cord-285379-ljg475sj 102 9 the the DT cord-285379-ljg475sj 102 10 frequency frequency NN cord-285379-ljg475sj 102 11 and and CC cord-285379-ljg475sj 102 12 volume volume NN cord-285379-ljg475sj 102 13 of of IN cord-285379-ljg475sj 102 14 data datum NNS cord-285379-ljg475sj 102 15 received receive VBN cord-285379-ljg475sj 102 16 . . . cord-285379-ljg475sj 103 1 In in IN cord-285379-ljg475sj 103 2 the the DT cord-285379-ljg475sj 103 3 United United NNP cord-285379-ljg475sj 103 4 States States NNP cord-285379-ljg475sj 103 5 , , , cord-285379-ljg475sj 103 6 CMS CMS NNP cord-285379-ljg475sj 103 7 has have VBZ cord-285379-ljg475sj 103 8 implemented implement VBN cord-285379-ljg475sj 103 9 base base NN cord-285379-ljg475sj 103 10 billing billing NN cord-285379-ljg475sj 103 11 codes code NNS cord-285379-ljg475sj 103 12 with with IN cord-285379-ljg475sj 103 13 additional additional JJ cord-285379-ljg475sj 103 14 add add NN cord-285379-ljg475sj 103 15 - - HYPH cord-285379-ljg475sj 103 16 on on RP cord-285379-ljg475sj 103 17 codes code NNS cord-285379-ljg475sj 103 18 designated designate VBN cord-285379-ljg475sj 103 19 for for IN cord-285379-ljg475sj 103 20 use use NN cord-285379-ljg475sj 103 21 when when WRB cord-285379-ljg475sj 103 22 the the DT cord-285379-ljg475sj 103 23 clinician clinician JJ cord-285379-ljg475sj 103 24 time time NN cord-285379-ljg475sj 103 25 exceeds exceed VBZ cord-285379-ljg475sj 103 26 a a DT cord-285379-ljg475sj 103 27 base base NN cord-285379-ljg475sj 103 28 value value NN cord-285379-ljg475sj 103 29 within within IN cord-285379-ljg475sj 103 30 a a DT cord-285379-ljg475sj 103 31 30 30 CD cord-285379-ljg475sj 103 32 day day NN cord-285379-ljg475sj 103 33 window window NN cord-285379-ljg475sj 103 34 . . . cord-285379-ljg475sj 104 1 It -PRON- PRP cord-285379-ljg475sj 104 2 remains remain VBZ cord-285379-ljg475sj 104 3 unclear unclear JJ cord-285379-ljg475sj 104 4 if if IN cord-285379-ljg475sj 104 5 private private JJ cord-285379-ljg475sj 104 6 insurance insurance NN cord-285379-ljg475sj 104 7 carriers carrier NNS cord-285379-ljg475sj 104 8 will will MD cord-285379-ljg475sj 104 9 follow follow VB cord-285379-ljg475sj 104 10 Medicare Medicare NNP cord-285379-ljg475sj 104 11 's 's POS cord-285379-ljg475sj 104 12 example example NN cord-285379-ljg475sj 104 13 . . . cord-285379-ljg475sj 105 1 If if IN cord-285379-ljg475sj 105 2 compelling compelling JJ cord-285379-ljg475sj 105 3 evidence evidence NN cord-285379-ljg475sj 105 4 indicates indicate VBZ cord-285379-ljg475sj 105 5 that that IN cord-285379-ljg475sj 105 6 these these DT cord-285379-ljg475sj 105 7 tools tool NNS cord-285379-ljg475sj 105 8 improve improve VBP cord-285379-ljg475sj 105 9 clinical clinical JJ cord-285379-ljg475sj 105 10 outcomes outcome NNS cord-285379-ljg475sj 105 11 , , , cord-285379-ljg475sj 105 12 patients patient NNS cord-285379-ljg475sj 105 13 and and CC cord-285379-ljg475sj 105 14 the the DT cord-285379-ljg475sj 105 15 public public NN cord-285379-ljg475sj 105 16 will will MD cord-285379-ljg475sj 105 17 expect expect VB cord-285379-ljg475sj 105 18 their -PRON- PRP$ cord-285379-ljg475sj 105 19 clinician clinician NN cord-285379-ljg475sj 105 20 to to TO cord-285379-ljg475sj 105 21 be be VB cord-285379-ljg475sj 105 22 adequately adequately RB cord-285379-ljg475sj 105 23 reimbursed reimburse VBN cord-285379-ljg475sj 105 24 for for IN cord-285379-ljg475sj 105 25 reviewing review VBG cord-285379-ljg475sj 105 26 and and CC cord-285379-ljg475sj 105 27 interpreting interpret VBG cord-285379-ljg475sj 105 28 such such JJ cord-285379-ljg475sj 105 29 data datum NNS cord-285379-ljg475sj 105 30 . . . cord-285379-ljg475sj 106 1 The the DT cord-285379-ljg475sj 106 2 tools tool NNS cord-285379-ljg475sj 106 3 of of IN cord-285379-ljg475sj 106 4 digital digital JJ cord-285379-ljg475sj 106 5 health health NN cord-285379-ljg475sj 106 6 are be VBP cord-285379-ljg475sj 106 7 facilitating facilitate VBG cord-285379-ljg475sj 106 8 a a DT cord-285379-ljg475sj 106 9 much much JJ cord-285379-ljg475sj 106 10 needed need VBN cord-285379-ljg475sj 106 11 paradigm paradigm NN cord-285379-ljg475sj 106 12 shift shift NN cord-285379-ljg475sj 106 13 to to IN cord-285379-ljg475sj 106 14 a a DT cord-285379-ljg475sj 106 15 patientcentric patientcentric JJ cord-285379-ljg475sj 106 16 health health NN cord-285379-ljg475sj 106 17 care care NN cord-285379-ljg475sj 106 18 delivery delivery NN cord-285379-ljg475sj 106 19 system system NN cord-285379-ljg475sj 106 20 . . . cord-285379-ljg475sj 107 1 COVID-19 covid-19 VB cord-285379-ljg475sj 107 2 with with IN cord-285379-ljg475sj 107 3 its -PRON- PRP$ cord-285379-ljg475sj 107 4 attendant attendant NN cord-285379-ljg475sj 107 5 need need NN cord-285379-ljg475sj 107 6 to to TO cord-285379-ljg475sj 107 7 minimize minimize VB cord-285379-ljg475sj 107 8 patient patient JJ cord-285379-ljg475sj 107 9 exposure exposure NN cord-285379-ljg475sj 107 10 to to IN cord-285379-ljg475sj 107 11 the the DT cord-285379-ljg475sj 107 12 health health NN cord-285379-ljg475sj 107 13 care care NN cord-285379-ljg475sj 107 14 environment environment NN cord-285379-ljg475sj 107 15 has have VBZ cord-285379-ljg475sj 107 16 accelerated accelerate VBN cord-285379-ljg475sj 107 17 the the DT cord-285379-ljg475sj 107 18 adoption adoption NN cord-285379-ljg475sj 107 19 of of IN cord-285379-ljg475sj 107 20 these these DT cord-285379-ljg475sj 107 21 tools tool NNS cord-285379-ljg475sj 107 22 and and CC cord-285379-ljg475sj 107 23 illustrated illustrate VBD cord-285379-ljg475sj 107 24 the the DT cord-285379-ljg475sj 107 25 challenges challenge NNS cord-285379-ljg475sj 107 26 that that WDT cord-285379-ljg475sj 107 27 lie lie VBP cord-285379-ljg475sj 107 28 ahead ahead RB cord-285379-ljg475sj 107 29 as as IN cord-285379-ljg475sj 107 30 we -PRON- PRP cord-285379-ljg475sj 107 31 make make VBP cord-285379-ljg475sj 107 32 this this DT cord-285379-ljg475sj 107 33 shift shift NN cord-285379-ljg475sj 107 34 . . . cord-285379-ljg475sj 108 1 We -PRON- PRP cord-285379-ljg475sj 108 2 now now RB cord-285379-ljg475sj 108 3 need need VBP cord-285379-ljg475sj 108 4 to to TO cord-285379-ljg475sj 108 5 focus focus VB cord-285379-ljg475sj 108 6 attention attention NN cord-285379-ljg475sj 108 7 on on IN cord-285379-ljg475sj 108 8 adapting adapt VBG cord-285379-ljg475sj 108 9 our -PRON- PRP$ cord-285379-ljg475sj 108 10 established established JJ cord-285379-ljg475sj 108 11 health health NN cord-285379-ljg475sj 108 12 care care NN cord-285379-ljg475sj 108 13 systems system NNS cord-285379-ljg475sj 108 14 , , , cord-285379-ljg475sj 108 15 technologies technology NNS cord-285379-ljg475sj 108 16 and and CC cord-285379-ljg475sj 108 17 workflows workflow NNS cord-285379-ljg475sj 108 18 to to TO cord-285379-ljg475sj 108 19 be be VB cord-285379-ljg475sj 108 20 able able JJ cord-285379-ljg475sj 108 21 to to TO cord-285379-ljg475sj 108 22 safely safely RB cord-285379-ljg475sj 108 23 , , , cord-285379-ljg475sj 108 24 effectively effectively RB cord-285379-ljg475sj 108 25 and and CC cord-285379-ljg475sj 108 26 efficiently efficiently RB cord-285379-ljg475sj 108 27 manage manage VB cord-285379-ljg475sj 108 28 the the DT cord-285379-ljg475sj 108 29 vast vast JJ cord-285379-ljg475sj 108 30 quantities quantity NNS cord-285379-ljg475sj 108 31 of of IN cord-285379-ljg475sj 108 32 data datum NNS cord-285379-ljg475sj 108 33 that that WDT cord-285379-ljg475sj 108 34 these these DT cord-285379-ljg475sj 108 35 tools tool NNS cord-285379-ljg475sj 108 36 generate generate VBP cord-285379-ljg475sj 108 37 . . . cord-285379-ljg475sj 109 1 This this DT cord-285379-ljg475sj 109 2 will will MD cord-285379-ljg475sj 109 3 require require VB cord-285379-ljg475sj 109 4 both both DT cord-285379-ljg475sj 109 5 new new JJ cord-285379-ljg475sj 109 6 technologies technology NNS cord-285379-ljg475sj 109 7 to to TO cord-285379-ljg475sj 109 8 be be VB cord-285379-ljg475sj 109 9 developed develop VBN cord-285379-ljg475sj 109 10 by by IN cord-285379-ljg475sj 109 11 industry industry NN cord-285379-ljg475sj 109 12 as as RB cord-285379-ljg475sj 109 13 well well RB cord-285379-ljg475sj 109 14 as as IN cord-285379-ljg475sj 109 15 expert expert JJ cord-285379-ljg475sj 109 16 consensus consensus NN cord-285379-ljg475sj 109 17 documents document NNS cord-285379-ljg475sj 109 18 from from IN cord-285379-ljg475sj 109 19 medical medical JJ cord-285379-ljg475sj 109 20 specialty specialty NN cord-285379-ljg475sj 109 21 societies society NNS cord-285379-ljg475sj 109 22 including include VBG cord-285379-ljg475sj 109 23 the the DT cord-285379-ljg475sj 109 24 Heart Heart NNP cord-285379-ljg475sj 109 25 Rhythm Rhythm NNP cord-285379-ljg475sj 109 26 Society Society NNP cord-285379-ljg475sj 109 27 . . . cord-285379-ljg475sj 110 1 Ultimately ultimately RB cord-285379-ljg475sj 110 2 , , , cord-285379-ljg475sj 110 3 research research NN cord-285379-ljg475sj 110 4 will will MD cord-285379-ljg475sj 110 5 be be VB cord-285379-ljg475sj 110 6 fundamental fundamental JJ cord-285379-ljg475sj 110 7 to to TO cord-285379-ljg475sj 110 8 inform inform VB cord-285379-ljg475sj 110 9 effective effective JJ cord-285379-ljg475sj 110 10 development development NN cord-285379-ljg475sj 110 11 and and CC cord-285379-ljg475sj 110 12 implementation implementation NN cord-285379-ljg475sj 110 13 of of IN cord-285379-ljg475sj 110 14 these these DT cord-285379-ljg475sj 110 15 tools tool NNS cord-285379-ljg475sj 110 16 , , , cord-285379-ljg475sj 110 17 and and CC cord-285379-ljg475sj 110 18 to to TO cord-285379-ljg475sj 110 19 understand understand VB cord-285379-ljg475sj 110 20 how how WRB cord-285379-ljg475sj 110 21 they -PRON- PRP cord-285379-ljg475sj 110 22 can can MD cord-285379-ljg475sj 110 23 be be VB cord-285379-ljg475sj 110 24 used use VBN cord-285379-ljg475sj 110 25 to to TO cord-285379-ljg475sj 110 26 achieve achieve VB cord-285379-ljg475sj 110 27 clinically clinically RB cord-285379-ljg475sj 110 28 meaningful meaningful JJ cord-285379-ljg475sj 110 29 improvements improvement NNS cord-285379-ljg475sj 110 30 in in IN cord-285379-ljg475sj 110 31 health health NN cord-285379-ljg475sj 110 32 care care NN cord-285379-ljg475sj 110 33 outcomes outcome NNS cord-285379-ljg475sj 110 34 for for IN cord-285379-ljg475sj 110 35 patients patient NNS cord-285379-ljg475sj 110 36 . . . cord-285379-ljg475sj 111 1 • • NNP cord-285379-ljg475sj 112 1 The the DT cord-285379-ljg475sj 112 2 tools tool NNS cord-285379-ljg475sj 112 3 of of IN cord-285379-ljg475sj 112 4 digital digital JJ cord-285379-ljg475sj 112 5 health health NN cord-285379-ljg475sj 112 6 are be VBP cord-285379-ljg475sj 112 7 facilitating facilitate VBG cord-285379-ljg475sj 112 8 a a DT cord-285379-ljg475sj 112 9 paradigm paradigm NN cord-285379-ljg475sj 112 10 shift shift NN cord-285379-ljg475sj 112 11 to to IN cord-285379-ljg475sj 112 12 a a DT cord-285379-ljg475sj 112 13 more more RBR cord-285379-ljg475sj 112 14 patient patient JJ cord-285379-ljg475sj 112 15 - - HYPH cord-285379-ljg475sj 112 16 centric centric NN cord-285379-ljg475sj 112 17 health health NN cord-285379-ljg475sj 112 18 care care NN cord-285379-ljg475sj 112 19 delivery delivery NN cord-285379-ljg475sj 112 20 system system NN cord-285379-ljg475sj 112 21 . . . cord-285379-ljg475sj 113 1 • • NNP cord-285379-ljg475sj 114 1 Our -PRON- PRP$ cord-285379-ljg475sj 114 2 present present JJ cord-285379-ljg475sj 114 3 health health NN cord-285379-ljg475sj 114 4 care care NN cord-285379-ljg475sj 114 5 infrastructure infrastructure NN cord-285379-ljg475sj 114 6 was be VBD cord-285379-ljg475sj 114 7 not not RB cord-285379-ljg475sj 114 8 designed design VBN cord-285379-ljg475sj 114 9 to to TO cord-285379-ljg475sj 114 10 process process VB cord-285379-ljg475sj 114 11 , , , cord-285379-ljg475sj 114 12 triage triage VB cord-285379-ljg475sj 114 13 and and CC cord-285379-ljg475sj 114 14 incorporate incorporate VB cord-285379-ljg475sj 114 15 digital digital JJ cord-285379-ljg475sj 114 16 health health NN cord-285379-ljg475sj 114 17 data datum NNS cord-285379-ljg475sj 114 18 generated generate VBN cord-285379-ljg475sj 114 19 outside outside IN cord-285379-ljg475sj 114 20 the the DT cord-285379-ljg475sj 114 21 traditional traditional JJ cord-285379-ljg475sj 114 22 medical medical JJ cord-285379-ljg475sj 114 23 environment environment NN cord-285379-ljg475sj 114 24 . . . cord-285379-ljg475sj 115 1 • • NNP cord-285379-ljg475sj 116 1 We -PRON- PRP cord-285379-ljg475sj 116 2 must must MD cord-285379-ljg475sj 116 3 transform transform VB cord-285379-ljg475sj 116 4 our -PRON- PRP$ cord-285379-ljg475sj 116 5 established established JJ cord-285379-ljg475sj 116 6 health health NN cord-285379-ljg475sj 116 7 care care NN cord-285379-ljg475sj 116 8 infrastructures infrastructure NNS cord-285379-ljg475sj 116 9 , , , cord-285379-ljg475sj 116 10 technologies technology NNS cord-285379-ljg475sj 116 11 and and CC cord-285379-ljg475sj 116 12 workflows workflow NNS cord-285379-ljg475sj 116 13 to to TO cord-285379-ljg475sj 116 14 be be VB cord-285379-ljg475sj 116 15 able able JJ cord-285379-ljg475sj 116 16 to to TO cord-285379-ljg475sj 116 17 safely safely RB cord-285379-ljg475sj 116 18 and and CC cord-285379-ljg475sj 116 19 efficiently efficiently RB cord-285379-ljg475sj 116 20 manage manage VB cord-285379-ljg475sj 116 21 the the DT cord-285379-ljg475sj 116 22 vast vast JJ cord-285379-ljg475sj 116 23 quantities quantity NNS cord-285379-ljg475sj 116 24 of of IN cord-285379-ljg475sj 116 25 data datum NNS cord-285379-ljg475sj 116 26 these these DT cord-285379-ljg475sj 116 27 tools tool NNS cord-285379-ljg475sj 116 28 generate generate VBP cord-285379-ljg475sj 116 29 . . . cord-285379-ljg475sj 117 1 • • NNP cord-285379-ljg475sj 118 1 Research research NN cord-285379-ljg475sj 118 2 is be VBZ cord-285379-ljg475sj 118 3 needed need VBN cord-285379-ljg475sj 118 4 to to TO cord-285379-ljg475sj 118 5 inform inform VB cord-285379-ljg475sj 118 6 the the DT cord-285379-ljg475sj 118 7 effective effective JJ cord-285379-ljg475sj 118 8 development development NN cord-285379-ljg475sj 118 9 and and CC cord-285379-ljg475sj 118 10 implementation implementation NN cord-285379-ljg475sj 118 11 of of IN cord-285379-ljg475sj 118 12 these these DT cord-285379-ljg475sj 118 13 tools tool NNS cord-285379-ljg475sj 118 14 , , , cord-285379-ljg475sj 118 15 and and CC cord-285379-ljg475sj 118 16 to to TO cord-285379-ljg475sj 118 17 identify identify VB cord-285379-ljg475sj 118 18 which which WDT cord-285379-ljg475sj 118 19 have have VB cord-285379-ljg475sj 118 20 the the DT cord-285379-ljg475sj 118 21 potential potential NN cord-285379-ljg475sj 118 22 to to TO cord-285379-ljg475sj 118 23 improve improve VB cord-285379-ljg475sj 118 24 patient patient NN cord-285379-ljg475sj 118 25 - - HYPH cord-285379-ljg475sj 118 26 centered center VBN cord-285379-ljg475sj 118 27 outcomes outcome NNS cord-285379-ljg475sj 118 28 . . . cord-285379-ljg475sj 119 1 Weill Weill NNP cord-285379-ljg475sj 119 2 Cornell Cornell NNP cord-285379-ljg475sj 119 3 Medicine Medicine NNP cord-285379-ljg475sj 119 4 Population Population NNP cord-285379-ljg475sj 119 5 Health Health NNP cord-285379-ljg475sj 119 6 Sciences Sciences NNPS cord-285379-ljg475sj 119 7 , , , cord-285379-ljg475sj 119 8 402 402 CD cord-285379-ljg475sj 119 9 East east NN cord-285379-ljg475sj 119 10 67 67 CD cord-285379-ljg475sj 119 11 th th NNP cord-285379-ljg475sj 119 12 Street Street NNP cord-285379-ljg475sj 119 13 Effectiveness Effectiveness NNP cord-285379-ljg475sj 119 14 of of IN cord-285379-ljg475sj 119 15 mobile mobile JJ cord-285379-ljg475sj 119 16 health health NN cord-285379-ljg475sj 119 17 application application NN cord-285379-ljg475sj 119 18 use use NN cord-285379-ljg475sj 119 19 to to TO cord-285379-ljg475sj 119 20 improve improve VB cord-285379-ljg475sj 119 21 health health NN cord-285379-ljg475sj 119 22 behavior behavior NN cord-285379-ljg475sj 119 23 changes change NNS cord-285379-ljg475sj 119 24 : : : cord-285379-ljg475sj 119 25 A a DT cord-285379-ljg475sj 119 26 systematic systematic JJ cord-285379-ljg475sj 119 27 review review NN cord-285379-ljg475sj 119 28 of of IN cord-285379-ljg475sj 119 29 randomized randomized JJ cord-285379-ljg475sj 119 30 controlled control VBN cord-285379-ljg475sj 119 31 trials trial NNS cord-285379-ljg475sj 119 32 Mobile Mobile NNP cord-285379-ljg475sj 119 33 apps app NNS cord-285379-ljg475sj 119 34 for for IN cord-285379-ljg475sj 119 35 health health NN cord-285379-ljg475sj 119 36 behavior behavior NN cord-285379-ljg475sj 119 37 change change NN cord-285379-ljg475sj 119 38 : : : cord-285379-ljg475sj 119 39 protocol protocol NN cord-285379-ljg475sj 119 40 for for IN cord-285379-ljg475sj 119 41 a a DT cord-285379-ljg475sj 119 42 systematic systematic JJ cord-285379-ljg475sj 119 43 review review NN cord-285379-ljg475sj 119 44 Food Food NNP cord-285379-ljg475sj 119 45 & & CC cord-285379-ljg475sj 119 46 Drug Drug NNP cord-285379-ljg475sj 119 47 Administration Administration NNP cord-285379-ljg475sj 119 48 Digital Digital NNP cord-285379-ljg475sj 119 49 Health Health NNP cord-285379-ljg475sj 119 50 Food Food NNP cord-285379-ljg475sj 119 51 & & CC cord-285379-ljg475sj 119 52 Drug Drug NNP cord-285379-ljg475sj 119 53 Administration Administration NNP cord-285379-ljg475sj 120 1 President President NNP cord-285379-ljg475sj 120 2 Trump Trump NNP cord-285379-ljg475sj 120 3 Expands expand VBZ cord-285379-ljg475sj 120 4 Telehealth Telehealth NNP cord-285379-ljg475sj 120 5 Benefits Benefits NNPS cord-285379-ljg475sj 120 6 for for IN cord-285379-ljg475sj 120 7 Medicare Medicare NNP cord-285379-ljg475sj 120 8 Beneficiaries Beneficiaries NNPS cord-285379-ljg475sj 120 9 During during IN cord-285379-ljg475sj 120 10 COVID-19 COVID-19 NNP cord-285379-ljg475sj 120 11 Outbreak Outbreak NNP cord-285379-ljg475sj 120 12 | | NNP cord-285379-ljg475sj 120 13 CMS CMS NNP