id sid tid token lemma pos cord-302067-yyw1he5j 1 1 key key JJ cord-302067-yyw1he5j 1 2 : : : cord-302067-yyw1he5j 1 3 cord-302067-yyw1he5j cord-302067-yyw1he5j JJ cord-302067-yyw1he5j 1 4 authors author NNS cord-302067-yyw1he5j 1 5 : : : cord-302067-yyw1he5j 1 6 Roblyer Roblyer NNP cord-302067-yyw1he5j 1 7 , , , cord-302067-yyw1he5j 1 8 Darren Darren NNP cord-302067-yyw1he5j 2 1 title title NN cord-302067-yyw1he5j 2 2 : : : cord-302067-yyw1he5j 3 1 Perspective perspective NN cord-302067-yyw1he5j 3 2 on on IN cord-302067-yyw1he5j 3 3 the the DT cord-302067-yyw1he5j 3 4 increasing increase VBG cord-302067-yyw1he5j 3 5 role role NN cord-302067-yyw1he5j 3 6 of of IN cord-302067-yyw1he5j 3 7 optical optical JJ cord-302067-yyw1he5j 3 8 wearables wearable NNS cord-302067-yyw1he5j 3 9 and and CC cord-302067-yyw1he5j 3 10 remote remote JJ cord-302067-yyw1he5j 3 11 patient patient NN cord-302067-yyw1he5j 3 12 monitoring monitoring NN cord-302067-yyw1he5j 3 13 in in IN cord-302067-yyw1he5j 3 14 the the DT cord-302067-yyw1he5j 3 15 COVID-19 covid-19 JJ cord-302067-yyw1he5j 3 16 era era NN cord-302067-yyw1he5j 3 17 and and CC cord-302067-yyw1he5j 3 18 beyond beyond IN cord-302067-yyw1he5j 3 19 date date NN cord-302067-yyw1he5j 4 1 : : : cord-302067-yyw1he5j 4 2 2020 2020 CD cord-302067-yyw1he5j 4 3 - - SYM cord-302067-yyw1he5j 4 4 10 10 CD cord-302067-yyw1he5j 4 5 - - SYM cord-302067-yyw1he5j 4 6 21 21 CD cord-302067-yyw1he5j 4 7 journal journal NN cord-302067-yyw1he5j 4 8 : : : cord-302067-yyw1he5j 5 1 J J NNP cord-302067-yyw1he5j 5 2 Biomed Biomed NNP cord-302067-yyw1he5j 6 1 Opt opt NN cord-302067-yyw1he5j 6 2 DOI doi NN cord-302067-yyw1he5j 6 3 : : : cord-302067-yyw1he5j 7 1 10.1117/1.jbo.25.10.102703 10.1117/1.jbo.25.10.102703 NNP cord-302067-yyw1he5j 8 1 sha sha NNP cord-302067-yyw1he5j 8 2 : : : cord-302067-yyw1he5j 9 1 b8bbe2317b7874c3d2809a2980bf43737f4f8a02 b8bbe2317b7874c3d2809a2980bf43737f4f8a02 NNP cord-302067-yyw1he5j 9 2 doc_id doc_id NNP cord-302067-yyw1he5j 9 3 : : : cord-302067-yyw1he5j 9 4 302067 302067 CD cord-302067-yyw1he5j 9 5 cord_uid cord_uid FW cord-302067-yyw1he5j 9 6 : : : cord-302067-yyw1he5j 10 1 yyw1he5j yyw1he5j NNP cord-302067-yyw1he5j 10 2 Significance significance NN cord-302067-yyw1he5j 10 3 : : : cord-302067-yyw1he5j 11 1 The the DT cord-302067-yyw1he5j 11 2 COVID-19 COVID-19 NNP cord-302067-yyw1he5j 11 3 pandemic pandemic NN cord-302067-yyw1he5j 11 4 is be VBZ cord-302067-yyw1he5j 11 5 changing change VBG cord-302067-yyw1he5j 11 6 the the DT cord-302067-yyw1he5j 11 7 landscape landscape NN cord-302067-yyw1he5j 11 8 of of IN cord-302067-yyw1he5j 11 9 healthcare healthcare NN cord-302067-yyw1he5j 11 10 delivery delivery NN cord-302067-yyw1he5j 11 11 in in IN cord-302067-yyw1he5j 11 12 many many JJ cord-302067-yyw1he5j 11 13 countries country NNS cord-302067-yyw1he5j 11 14 , , , cord-302067-yyw1he5j 11 15 with with IN cord-302067-yyw1he5j 11 16 a a DT cord-302067-yyw1he5j 11 17 new new JJ cord-302067-yyw1he5j 11 18 shift shift NN cord-302067-yyw1he5j 11 19 toward toward IN cord-302067-yyw1he5j 11 20 remote remote JJ cord-302067-yyw1he5j 11 21 patient patient NN cord-302067-yyw1he5j 11 22 monitoring monitoring NN cord-302067-yyw1he5j 11 23 ( ( -LRB- cord-302067-yyw1he5j 11 24 RPM rpm NN cord-302067-yyw1he5j 11 25 ) ) -RRB- cord-302067-yyw1he5j 11 26 . . . cord-302067-yyw1he5j 12 1 Aim aim VB cord-302067-yyw1he5j 12 2 : : : cord-302067-yyw1he5j 12 3 The the DT cord-302067-yyw1he5j 12 4 goal goal NN cord-302067-yyw1he5j 12 5 of of IN cord-302067-yyw1he5j 12 6 this this DT cord-302067-yyw1he5j 12 7 perspective perspective NN cord-302067-yyw1he5j 12 8 is be VBZ cord-302067-yyw1he5j 12 9 to to TO cord-302067-yyw1he5j 12 10 highlight highlight VB cord-302067-yyw1he5j 12 11 the the DT cord-302067-yyw1he5j 12 12 existing exist VBG cord-302067-yyw1he5j 12 13 and and CC cord-302067-yyw1he5j 12 14 future future JJ cord-302067-yyw1he5j 12 15 role role NN cord-302067-yyw1he5j 12 16 of of IN cord-302067-yyw1he5j 12 17 wearable wearable JJ cord-302067-yyw1he5j 12 18 and and CC cord-302067-yyw1he5j 12 19 RPM rpm JJ cord-302067-yyw1he5j 12 20 optical optical JJ cord-302067-yyw1he5j 12 21 technologies technology NNS cord-302067-yyw1he5j 12 22 in in IN cord-302067-yyw1he5j 12 23 an an DT cord-302067-yyw1he5j 12 24 increasingly increasingly RB cord-302067-yyw1he5j 12 25 at at IN cord-302067-yyw1he5j 12 26 - - HYPH cord-302067-yyw1he5j 12 27 home home NN cord-302067-yyw1he5j 12 28 healthcare healthcare NN cord-302067-yyw1he5j 12 29 and and CC cord-302067-yyw1he5j 12 30 research research NN cord-302067-yyw1he5j 12 31 environment environment NN cord-302067-yyw1he5j 12 32 . . . cord-302067-yyw1he5j 13 1 Approach approach NN cord-302067-yyw1he5j 13 2 : : : cord-302067-yyw1he5j 14 1 First first RB cord-302067-yyw1he5j 14 2 , , , cord-302067-yyw1he5j 14 3 the the DT cord-302067-yyw1he5j 14 4 specific specific JJ cord-302067-yyw1he5j 14 5 changes change NNS cord-302067-yyw1he5j 14 6 occurring occur VBG cord-302067-yyw1he5j 14 7 during during IN cord-302067-yyw1he5j 14 8 the the DT cord-302067-yyw1he5j 14 9 COVID-19 covid-19 JJ cord-302067-yyw1he5j 14 10 pandemic pandemic NN cord-302067-yyw1he5j 14 11 in in IN cord-302067-yyw1he5j 14 12 healthcare healthcare NN cord-302067-yyw1he5j 14 13 delivery delivery NN cord-302067-yyw1he5j 14 14 , , , cord-302067-yyw1he5j 14 15 regulations regulation NNS cord-302067-yyw1he5j 14 16 , , , cord-302067-yyw1he5j 14 17 and and CC cord-302067-yyw1he5j 14 18 technological technological JJ cord-302067-yyw1he5j 14 19 innovations innovation NNS cord-302067-yyw1he5j 14 20 related relate VBN cord-302067-yyw1he5j 14 21 to to IN cord-302067-yyw1he5j 14 22 RPM rpm NN cord-302067-yyw1he5j 14 23 technologies technology NNS cord-302067-yyw1he5j 14 24 are be VBP cord-302067-yyw1he5j 14 25 reviewed review VBN cord-302067-yyw1he5j 14 26 . . . cord-302067-yyw1he5j 15 1 Then then RB cord-302067-yyw1he5j 15 2 , , , cord-302067-yyw1he5j 15 3 a a DT cord-302067-yyw1he5j 15 4 review review NN cord-302067-yyw1he5j 15 5 of of IN cord-302067-yyw1he5j 15 6 the the DT cord-302067-yyw1he5j 15 7 current current JJ cord-302067-yyw1he5j 15 8 state state NN cord-302067-yyw1he5j 15 9 and and CC cord-302067-yyw1he5j 15 10 potential potential JJ cord-302067-yyw1he5j 15 11 future future JJ cord-302067-yyw1he5j 15 12 impact impact NN cord-302067-yyw1he5j 15 13 of of IN cord-302067-yyw1he5j 15 14 optical optical JJ cord-302067-yyw1he5j 15 15 physiological physiological JJ cord-302067-yyw1he5j 15 16 monitoring monitoring NN cord-302067-yyw1he5j 15 17 in in IN cord-302067-yyw1he5j 15 18 portable portable JJ cord-302067-yyw1he5j 15 19 and and CC cord-302067-yyw1he5j 15 20 wearable wearable JJ cord-302067-yyw1he5j 15 21 formats format NNS cord-302067-yyw1he5j 15 22 is be VBZ cord-302067-yyw1he5j 15 23 outlined outline VBN cord-302067-yyw1he5j 15 24 . . . cord-302067-yyw1he5j 16 1 Results result NNS cord-302067-yyw1he5j 16 2 : : : cord-302067-yyw1he5j 17 1 New new JJ cord-302067-yyw1he5j 17 2 efforts effort NNS cord-302067-yyw1he5j 17 3 from from IN cord-302067-yyw1he5j 17 4 academia academia NN cord-302067-yyw1he5j 17 5 , , , cord-302067-yyw1he5j 17 6 industry industry NN cord-302067-yyw1he5j 17 7 , , , cord-302067-yyw1he5j 17 8 and and CC cord-302067-yyw1he5j 17 9 regulatory regulatory JJ cord-302067-yyw1he5j 17 10 agencies agency NNS cord-302067-yyw1he5j 17 11 are be VBP cord-302067-yyw1he5j 17 12 advancing advance VBG cord-302067-yyw1he5j 17 13 and and CC cord-302067-yyw1he5j 17 14 encouraging encouraging JJ cord-302067-yyw1he5j 17 15 at at IN cord-302067-yyw1he5j 17 16 - - HYPH cord-302067-yyw1he5j 17 17 home home NN cord-302067-yyw1he5j 17 18 , , , cord-302067-yyw1he5j 17 19 portable portable JJ cord-302067-yyw1he5j 17 20 , , , cord-302067-yyw1he5j 17 21 and and CC cord-302067-yyw1he5j 17 22 wearable wearable JJ cord-302067-yyw1he5j 17 23 physiological physiological JJ cord-302067-yyw1he5j 17 24 monitors monitor NNS cord-302067-yyw1he5j 17 25 as as IN cord-302067-yyw1he5j 17 26 a a DT cord-302067-yyw1he5j 17 27 growing grow VBG cord-302067-yyw1he5j 17 28 part part NN cord-302067-yyw1he5j 17 29 of of IN cord-302067-yyw1he5j 17 30 healthcare healthcare NN cord-302067-yyw1he5j 17 31 delivery delivery NN cord-302067-yyw1he5j 17 32 . . . cord-302067-yyw1he5j 18 1 It -PRON- PRP cord-302067-yyw1he5j 18 2 is be VBZ cord-302067-yyw1he5j 18 3 hoped hope VBN cord-302067-yyw1he5j 18 4 that that IN cord-302067-yyw1he5j 18 5 these these DT cord-302067-yyw1he5j 18 6 shifts shift NNS cord-302067-yyw1he5j 18 7 will will MD cord-302067-yyw1he5j 18 8 assist assist VB cord-302067-yyw1he5j 18 9 with with IN cord-302067-yyw1he5j 18 10 disease disease NN cord-302067-yyw1he5j 18 11 diagnosis diagnosis NN cord-302067-yyw1he5j 18 12 , , , cord-302067-yyw1he5j 18 13 treatment treatment NN cord-302067-yyw1he5j 18 14 , , , cord-302067-yyw1he5j 18 15 management management NN cord-302067-yyw1he5j 18 16 , , , cord-302067-yyw1he5j 18 17 recovery recovery NN cord-302067-yyw1he5j 18 18 , , , cord-302067-yyw1he5j 18 19 and and CC cord-302067-yyw1he5j 18 20 rehabilitation rehabilitation NN cord-302067-yyw1he5j 18 21 with with IN cord-302067-yyw1he5j 18 22 minimal minimal JJ cord-302067-yyw1he5j 18 23 in in IN cord-302067-yyw1he5j 18 24 - - HYPH cord-302067-yyw1he5j 18 25 person person NN cord-302067-yyw1he5j 18 26 contact contact NN cord-302067-yyw1he5j 18 27 . . . cord-302067-yyw1he5j 19 1 Some some DT cord-302067-yyw1he5j 19 2 of of IN cord-302067-yyw1he5j 19 3 these these DT cord-302067-yyw1he5j 19 4 trends trend NNS cord-302067-yyw1he5j 19 5 are be VBP cord-302067-yyw1he5j 19 6 likely likely JJ cord-302067-yyw1he5j 19 7 to to TO cord-302067-yyw1he5j 19 8 persist persist VB cord-302067-yyw1he5j 19 9 for for IN cord-302067-yyw1he5j 19 10 years year NNS cord-302067-yyw1he5j 19 11 to to TO cord-302067-yyw1he5j 19 12 come come VB cord-302067-yyw1he5j 19 13 . . . cord-302067-yyw1he5j 20 1 Optical optical JJ cord-302067-yyw1he5j 20 2 technologies technology NNS cord-302067-yyw1he5j 20 3 already already RB cord-302067-yyw1he5j 20 4 account account VBP cord-302067-yyw1he5j 20 5 for for IN cord-302067-yyw1he5j 20 6 a a DT cord-302067-yyw1he5j 20 7 large large JJ cord-302067-yyw1he5j 20 8 portion portion NN cord-302067-yyw1he5j 20 9 of of IN cord-302067-yyw1he5j 20 10 RPM rpm NN cord-302067-yyw1he5j 20 11 platforms platform NNS cord-302067-yyw1he5j 20 12 , , , cord-302067-yyw1he5j 20 13 with with IN cord-302067-yyw1he5j 20 14 a a DT cord-302067-yyw1he5j 20 15 good good JJ cord-302067-yyw1he5j 20 16 potential potential NN cord-302067-yyw1he5j 20 17 for for IN cord-302067-yyw1he5j 20 18 future future JJ cord-302067-yyw1he5j 20 19 growth growth NN cord-302067-yyw1he5j 20 20 . . . cord-302067-yyw1he5j 21 1 Conclusions conclusion NNS cord-302067-yyw1he5j 21 2 : : : cord-302067-yyw1he5j 22 1 The the DT cord-302067-yyw1he5j 22 2 biomedical biomedical JJ cord-302067-yyw1he5j 22 3 optics optic NNS cord-302067-yyw1he5j 22 4 community community NN cord-302067-yyw1he5j 22 5 has have VBZ cord-302067-yyw1he5j 22 6 a a DT cord-302067-yyw1he5j 22 7 potentially potentially RB cord-302067-yyw1he5j 22 8 large large JJ cord-302067-yyw1he5j 22 9 role role NN cord-302067-yyw1he5j 22 10 to to TO cord-302067-yyw1he5j 22 11 play play VB cord-302067-yyw1he5j 22 12 in in IN cord-302067-yyw1he5j 22 13 developing develop VBG cord-302067-yyw1he5j 22 14 , , , cord-302067-yyw1he5j 22 15 testing testing NN cord-302067-yyw1he5j 22 16 , , , cord-302067-yyw1he5j 22 17 and and CC cord-302067-yyw1he5j 22 18 commercializing commercialize VBG cord-302067-yyw1he5j 22 19 new new JJ cord-302067-yyw1he5j 22 20 wearable wearable JJ cord-302067-yyw1he5j 22 21 and and CC cord-302067-yyw1he5j 22 22 RPM rpm NN cord-302067-yyw1he5j 22 23 technologies technology NNS cord-302067-yyw1he5j 22 24 to to TO cord-302067-yyw1he5j 22 25 meet meet VB cord-302067-yyw1he5j 22 26 the the DT cord-302067-yyw1he5j 22 27 changing change VBG cord-302067-yyw1he5j 22 28 healthcare healthcare NN cord-302067-yyw1he5j 22 29 and and CC cord-302067-yyw1he5j 22 30 research research NN cord-302067-yyw1he5j 22 31 landscape landscape NN cord-302067-yyw1he5j 22 32 in in IN cord-302067-yyw1he5j 22 33 the the DT cord-302067-yyw1he5j 22 34 COVID-19 covid-19 JJ cord-302067-yyw1he5j 22 35 era era NN cord-302067-yyw1he5j 22 36 and and CC cord-302067-yyw1he5j 22 37 beyond beyond IN cord-302067-yyw1he5j 22 38 . . . cord-302067-yyw1he5j 23 1 Wearables wearable NNS cord-302067-yyw1he5j 23 2 are be VBP cord-302067-yyw1he5j 23 3 defined define VBN cord-302067-yyw1he5j 23 4 here here RB cord-302067-yyw1he5j 23 5 as as IN cord-302067-yyw1he5j 23 6 mobile mobile JJ cord-302067-yyw1he5j 23 7 physiological physiological JJ cord-302067-yyw1he5j 23 8 monitors monitor NNS cord-302067-yyw1he5j 23 9 worn wear VBN cord-302067-yyw1he5j 23 10 on on IN cord-302067-yyw1he5j 23 11 the the DT cord-302067-yyw1he5j 23 12 body body NN cord-302067-yyw1he5j 23 13 / / SYM cord-302067-yyw1he5j 23 14 skin skin NN cord-302067-yyw1he5j 23 15 that that WDT cord-302067-yyw1he5j 23 16 move move VBP cord-302067-yyw1he5j 23 17 with with IN cord-302067-yyw1he5j 23 18 an an DT cord-302067-yyw1he5j 23 19 individual individual NN cord-302067-yyw1he5j 23 20 through through IN cord-302067-yyw1he5j 23 21 their -PRON- PRP$ cord-302067-yyw1he5j 23 22 day day NN cord-302067-yyw1he5j 23 23 - - HYPH cord-302067-yyw1he5j 23 24 to to IN cord-302067-yyw1he5j 23 25 - - HYPH cord-302067-yyw1he5j 23 26 day day NN cord-302067-yyw1he5j 23 27 life life NN cord-302067-yyw1he5j 23 28 . . . cord-302067-yyw1he5j 24 1 Home home NN cord-302067-yyw1he5j 24 2 monitors monitor NNS cord-302067-yyw1he5j 24 3 are be VBP cord-302067-yyw1he5j 24 4 portable portable JJ cord-302067-yyw1he5j 24 5 medical medical JJ cord-302067-yyw1he5j 24 6 devices device NNS cord-302067-yyw1he5j 24 7 used use VBN cord-302067-yyw1he5j 24 8 to to TO cord-302067-yyw1he5j 24 9 periodically periodically RB cord-302067-yyw1he5j 24 10 measure measure VB cord-302067-yyw1he5j 24 11 physiological physiological JJ cord-302067-yyw1he5j 24 12 parameters parameter NNS cord-302067-yyw1he5j 24 13 outside outside IN cord-302067-yyw1he5j 24 14 of of IN cord-302067-yyw1he5j 24 15 a a DT cord-302067-yyw1he5j 24 16 clinical clinical JJ cord-302067-yyw1he5j 24 17 setting setting NN cord-302067-yyw1he5j 24 18 . . . cord-302067-yyw1he5j 25 1 Both both DT cord-302067-yyw1he5j 25 2 wearables wearable NNS cord-302067-yyw1he5j 25 3 and and CC cord-302067-yyw1he5j 25 4 home home NN cord-302067-yyw1he5j 25 5 monitoring monitoring NN cord-302067-yyw1he5j 25 6 devices device NNS cord-302067-yyw1he5j 25 7 measure measure VBP cord-302067-yyw1he5j 25 8 , , , cord-302067-yyw1he5j 25 9 analyze analyze VB cord-302067-yyw1he5j 25 10 , , , cord-302067-yyw1he5j 25 11 and and CC cord-302067-yyw1he5j 25 12 transmit transmit VB cord-302067-yyw1he5j 25 13 health health NN cord-302067-yyw1he5j 25 14 data datum NNS cord-302067-yyw1he5j 25 15 . . . cord-302067-yyw1he5j 26 1 1 1 CD cord-302067-yyw1he5j 26 2 Remote remote JJ cord-302067-yyw1he5j 26 3 patient patient NN cord-302067-yyw1he5j 26 4 monitoring monitoring NN cord-302067-yyw1he5j 26 5 ( ( -LRB- cord-302067-yyw1he5j 26 6 RPM rpm NN cord-302067-yyw1he5j 26 7 ) ) -RRB- cord-302067-yyw1he5j 26 8 is be VBZ cord-302067-yyw1he5j 26 9 a a DT cord-302067-yyw1he5j 26 10 broad broad JJ cord-302067-yyw1he5j 26 11 term term NN cord-302067-yyw1he5j 26 12 that that WDT cord-302067-yyw1he5j 26 13 refers refer VBZ cord-302067-yyw1he5j 26 14 to to IN cord-302067-yyw1he5j 26 15 the the DT cord-302067-yyw1he5j 26 16 combination combination NN cord-302067-yyw1he5j 26 17 of of IN cord-302067-yyw1he5j 26 18 medical medical JJ cord-302067-yyw1he5j 26 19 devices device NNS cord-302067-yyw1he5j 26 20 , , , cord-302067-yyw1he5j 26 21 including include VBG cord-302067-yyw1he5j 26 22 wearables wearable NNS cord-302067-yyw1he5j 26 23 or or CC cord-302067-yyw1he5j 26 24 portable portable JJ cord-302067-yyw1he5j 26 25 home home NN cord-302067-yyw1he5j 26 26 health health NN cord-302067-yyw1he5j 26 27 monitors monitor NNS cord-302067-yyw1he5j 26 28 , , , cord-302067-yyw1he5j 26 29 with with IN cord-302067-yyw1he5j 26 30 information information NN cord-302067-yyw1he5j 26 31 technology technology NN cord-302067-yyw1he5j 26 32 solutions solution NNS cord-302067-yyw1he5j 26 33 that that WDT cord-302067-yyw1he5j 26 34 allow allow VBP cord-302067-yyw1he5j 26 35 health health NN cord-302067-yyw1he5j 26 36 data datum NNS cord-302067-yyw1he5j 26 37 to to TO cord-302067-yyw1he5j 26 38 be be VB cord-302067-yyw1he5j 26 39 communicated communicate VBN cord-302067-yyw1he5j 26 40 to to IN cord-302067-yyw1he5j 26 41 a a DT cord-302067-yyw1he5j 26 42 healthcare healthcare NN cord-302067-yyw1he5j 26 43 provider provider NN cord-302067-yyw1he5j 26 44 without without IN cord-302067-yyw1he5j 26 45 in in IN cord-302067-yyw1he5j 26 46 - - HYPH cord-302067-yyw1he5j 26 47 person person NN cord-302067-yyw1he5j 26 48 contact contact NN cord-302067-yyw1he5j 26 49 . . . cord-302067-yyw1he5j 27 1 2 2 LS cord-302067-yyw1he5j 27 2 RPM rpm NN cord-302067-yyw1he5j 27 3 also also RB cord-302067-yyw1he5j 27 4 includes include VBZ cord-302067-yyw1he5j 27 5 telemedicine telemedicine NN cord-302067-yyw1he5j 27 6 , , , cord-302067-yyw1he5j 27 7 in in IN cord-302067-yyw1he5j 27 8 which which WDT cord-302067-yyw1he5j 27 9 a a DT cord-302067-yyw1he5j 27 10 healthcare healthcare NN cord-302067-yyw1he5j 27 11 provider provider NN cord-302067-yyw1he5j 27 12 communicates communicate VBZ cord-302067-yyw1he5j 27 13 and and CC cord-302067-yyw1he5j 27 14 potentially potentially RB cord-302067-yyw1he5j 27 15 tracks track VBZ cord-302067-yyw1he5j 27 16 patient patient JJ cord-302067-yyw1he5j 27 17 health health NN cord-302067-yyw1he5j 27 18 using use VBG cord-302067-yyw1he5j 27 19 data data NN cord-302067-yyw1he5j 27 20 streams stream NNS cord-302067-yyw1he5j 27 21 from from IN cord-302067-yyw1he5j 27 22 wearable wearable JJ cord-302067-yyw1he5j 27 23 or or CC cord-302067-yyw1he5j 27 24 home home NN cord-302067-yyw1he5j 27 25 monitoring monitoring NN cord-302067-yyw1he5j 27 26 technologies technology NNS cord-302067-yyw1he5j 27 27 . . . cord-302067-yyw1he5j 28 1 3 3 CD cord-302067-yyw1he5j 28 2 Figure figure NN cord-302067-yyw1he5j 28 3 1 1 CD cord-302067-yyw1he5j 28 4 shows show VBZ cord-302067-yyw1he5j 28 5 how how WRB cord-302067-yyw1he5j 28 6 wearables wearable NNS cord-302067-yyw1he5j 28 7 and and CC cord-302067-yyw1he5j 28 8 home home NN cord-302067-yyw1he5j 28 9 monitoring monitoring NN cord-302067-yyw1he5j 28 10 technologies technology NNS cord-302067-yyw1he5j 28 11 combine combine VBP cord-302067-yyw1he5j 28 12 with with IN cord-302067-yyw1he5j 28 13 telehealth telehealth NN cord-302067-yyw1he5j 28 14 to to TO cord-302067-yyw1he5j 28 15 provide provide VB cord-302067-yyw1he5j 28 16 RPM rpm NN cord-302067-yyw1he5j 28 17 . . . cord-302067-yyw1he5j 29 1 Telehealth telehealth NN cord-302067-yyw1he5j 29 2 and and CC cord-302067-yyw1he5j 29 3 RPM rpm NN cord-302067-yyw1he5j 29 4 technologies technology NNS cord-302067-yyw1he5j 29 5 were be VBD cord-302067-yyw1he5j 29 6 already already RB cord-302067-yyw1he5j 29 7 playing play VBG cord-302067-yyw1he5j 29 8 a a DT cord-302067-yyw1he5j 29 9 growing grow VBG cord-302067-yyw1he5j 29 10 role role NN cord-302067-yyw1he5j 29 11 in in IN cord-302067-yyw1he5j 29 12 healthcare healthcare NN cord-302067-yyw1he5j 29 13 delivery delivery NN cord-302067-yyw1he5j 29 14 prior prior RB cord-302067-yyw1he5j 29 15 to to IN cord-302067-yyw1he5j 29 16 the the DT cord-302067-yyw1he5j 29 17 COVID-19 COVID-19 NNP cord-302067-yyw1he5j 29 18 pandemic pandemic NN cord-302067-yyw1he5j 29 19 . . . cord-302067-yyw1he5j 30 1 4 4 LS cord-302067-yyw1he5j 31 1 The the DT cord-302067-yyw1he5j 31 2 COVID-19 covid-19 CD cord-302067-yyw1he5j 31 3 pandemic pandemic NN cord-302067-yyw1he5j 31 4 and and CC cord-302067-yyw1he5j 31 5 the the DT cord-302067-yyw1he5j 31 6 governmental governmental JJ cord-302067-yyw1he5j 31 7 responses response NNS cord-302067-yyw1he5j 31 8 implemented implement VBN cord-302067-yyw1he5j 31 9 to to TO cord-302067-yyw1he5j 31 10 slow slow VB cord-302067-yyw1he5j 31 11 the the DT cord-302067-yyw1he5j 31 12 spread spread NN cord-302067-yyw1he5j 31 13 of of IN cord-302067-yyw1he5j 31 14 the the DT cord-302067-yyw1he5j 31 15 disease disease NN cord-302067-yyw1he5j 31 16 have have VBP cord-302067-yyw1he5j 31 17 accelerated accelerate VBN cord-302067-yyw1he5j 31 18 these these DT cord-302067-yyw1he5j 31 19 trends trend NNS cord-302067-yyw1he5j 31 20 across across IN cord-302067-yyw1he5j 31 21 many many JJ cord-302067-yyw1he5j 31 22 countries country NNS cord-302067-yyw1he5j 31 23 and and CC cord-302067-yyw1he5j 31 24 healthcare healthcare NN cord-302067-yyw1he5j 31 25 delivery delivery NN cord-302067-yyw1he5j 31 26 systems system NNS cord-302067-yyw1he5j 31 27 . . . cord-302067-yyw1he5j 32 1 In in IN cord-302067-yyw1he5j 32 2 this this DT cord-302067-yyw1he5j 32 3 perspective perspective NN cord-302067-yyw1he5j 32 4 , , , cord-302067-yyw1he5j 32 5 I -PRON- PRP cord-302067-yyw1he5j 32 6 first first RB cord-302067-yyw1he5j 32 7 describe describe VBP cord-302067-yyw1he5j 32 8 how how WRB cord-302067-yyw1he5j 32 9 recent recent JJ cord-302067-yyw1he5j 32 10 research research NN cord-302067-yyw1he5j 32 11 developments development NNS cord-302067-yyw1he5j 32 12 and and CC cord-302067-yyw1he5j 32 13 regulatory regulatory JJ cord-302067-yyw1he5j 32 14 changes change NNS cord-302067-yyw1he5j 32 15 have have VBP cord-302067-yyw1he5j 32 16 softened soften VBN cord-302067-yyw1he5j 32 17 the the DT cord-302067-yyw1he5j 32 18 ground ground NN cord-302067-yyw1he5j 32 19 for for IN cord-302067-yyw1he5j 32 20 a a DT cord-302067-yyw1he5j 32 21 shift shift NN cord-302067-yyw1he5j 32 22 in in IN cord-302067-yyw1he5j 32 23 healthcare healthcare NN cord-302067-yyw1he5j 32 24 toward toward IN cord-302067-yyw1he5j 32 25 remote remote JJ cord-302067-yyw1he5j 32 26 heath heath NNP cord-302067-yyw1he5j 32 27 even even RB cord-302067-yyw1he5j 32 28 prior prior RB cord-302067-yyw1he5j 32 29 to to IN cord-302067-yyw1he5j 32 30 the the DT cord-302067-yyw1he5j 32 31 pandemic pandemic NN cord-302067-yyw1he5j 32 32 . . . cord-302067-yyw1he5j 33 1 I -PRON- PRP cord-302067-yyw1he5j 33 2 then then RB cord-302067-yyw1he5j 33 3 review review VBP cord-302067-yyw1he5j 33 4 how how WRB cord-302067-yyw1he5j 33 5 the the DT cord-302067-yyw1he5j 33 6 COVID-19 COVID-19 NNP cord-302067-yyw1he5j 33 7 pandemic pandemic NN cord-302067-yyw1he5j 33 8 has have VBZ cord-302067-yyw1he5j 33 9 accelerated accelerate VBN cord-302067-yyw1he5j 33 10 these these DT cord-302067-yyw1he5j 33 11 changes change NNS cord-302067-yyw1he5j 33 12 . . . cord-302067-yyw1he5j 34 1 Finally finally RB cord-302067-yyw1he5j 34 2 , , , cord-302067-yyw1he5j 34 3 I -PRON- PRP cord-302067-yyw1he5j 34 4 review review VBP cord-302067-yyw1he5j 34 5 the the DT cord-302067-yyw1he5j 34 6 current current JJ cord-302067-yyw1he5j 34 7 state state NN cord-302067-yyw1he5j 34 8 of of IN cord-302067-yyw1he5j 34 9 portable portable JJ cord-302067-yyw1he5j 34 10 and and CC cord-302067-yyw1he5j 34 11 wearable wearable JJ cord-302067-yyw1he5j 34 12 optical optical JJ cord-302067-yyw1he5j 34 13 technologies technology NNS cord-302067-yyw1he5j 34 14 and and CC cord-302067-yyw1he5j 34 15 outline outline NN cord-302067-yyw1he5j 34 16 potential potential JJ cord-302067-yyw1he5j 34 17 opportunities opportunity NNS cord-302067-yyw1he5j 34 18 for for IN cord-302067-yyw1he5j 34 19 the the DT cord-302067-yyw1he5j 34 20 biomedical biomedical JJ cord-302067-yyw1he5j 34 21 optics optic NNS cord-302067-yyw1he5j 34 22 community community NN cord-302067-yyw1he5j 34 23 to to TO cord-302067-yyw1he5j 34 24 contribute contribute VB cord-302067-yyw1he5j 34 25 to to IN cord-302067-yyw1he5j 34 26 the the DT cord-302067-yyw1he5j 34 27 shift shift NN cord-302067-yyw1he5j 34 28 toward toward IN cord-302067-yyw1he5j 34 29 RPM rpm NN cord-302067-yyw1he5j 34 30 . . . cord-302067-yyw1he5j 35 1 There there EX cord-302067-yyw1he5j 35 2 are be VBP cord-302067-yyw1he5j 35 3 an an DT cord-302067-yyw1he5j 35 4 increasing increase VBG cord-302067-yyw1he5j 35 5 array array NN cord-302067-yyw1he5j 35 6 of of IN cord-302067-yyw1he5j 35 7 research research NN cord-302067-yyw1he5j 35 8 and and CC cord-302067-yyw1he5j 35 9 commercial commercial JJ cord-302067-yyw1he5j 35 10 home home NN cord-302067-yyw1he5j 35 11 and and CC cord-302067-yyw1he5j 35 12 wearable wearable JJ cord-302067-yyw1he5j 35 13 health health NN cord-302067-yyw1he5j 35 14 monitors monitor NNS cord-302067-yyw1he5j 35 15 including include VBG cord-302067-yyw1he5j 35 16 , , , cord-302067-yyw1he5j 35 17 but but CC cord-302067-yyw1he5j 35 18 not not RB cord-302067-yyw1he5j 35 19 limited limited JJ cord-302067-yyw1he5j 35 20 to to IN cord-302067-yyw1he5j 35 21 , , , cord-302067-yyw1he5j 35 22 mobility mobility NN cord-302067-yyw1he5j 35 23 trackers tracker NNS cord-302067-yyw1he5j 35 24 , , , cord-302067-yyw1he5j 35 25 blood blood NN cord-302067-yyw1he5j 35 26 pressure pressure NN cord-302067-yyw1he5j 35 27 monitors monitor NNS cord-302067-yyw1he5j 35 28 , , , cord-302067-yyw1he5j 35 29 glucometers glucometer NNS cord-302067-yyw1he5j 35 30 , , , cord-302067-yyw1he5j 35 31 digital digital JJ cord-302067-yyw1he5j 35 32 stethoscopes stethoscope NNS cord-302067-yyw1he5j 35 33 , , , cord-302067-yyw1he5j 35 34 and and CC cord-302067-yyw1he5j 35 35 electrocardiograms electrocardiogram NNS cord-302067-yyw1he5j 35 36 ( ( -LRB- cord-302067-yyw1he5j 35 37 ECG ECG NNP cord-302067-yyw1he5j 35 38 ) ) -RRB- cord-302067-yyw1he5j 35 39 . . . cord-302067-yyw1he5j 36 1 The the DT cord-302067-yyw1he5j 36 2 market market NN cord-302067-yyw1he5j 36 3 for for IN cord-302067-yyw1he5j 36 4 consumer consumer NN cord-302067-yyw1he5j 36 5 wearables wearable NNS cord-302067-yyw1he5j 36 6 , , , cord-302067-yyw1he5j 36 7 which which WDT cord-302067-yyw1he5j 36 8 includes include VBZ cord-302067-yyw1he5j 36 9 health health NN cord-302067-yyw1he5j 36 10 trackers tracker NNS cord-302067-yyw1he5j 36 11 such such JJ cord-302067-yyw1he5j 36 12 as as IN cord-302067-yyw1he5j 36 13 the the DT cord-302067-yyw1he5j 36 14 Fitbit Fitbit NNP cord-302067-yyw1he5j 36 15 and and CC cord-302067-yyw1he5j 36 16 Apple Apple NNP cord-302067-yyw1he5j 36 17 Watch Watch NNP cord-302067-yyw1he5j 36 18 , , , cord-302067-yyw1he5j 36 19 had have VBD cord-302067-yyw1he5j 36 20 revenues revenue NNS cord-302067-yyw1he5j 36 21 of of IN cord-302067-yyw1he5j 36 22 almost almost RB cord-302067-yyw1he5j 36 23 $ $ $ cord-302067-yyw1he5j 36 24 19 19 CD cord-302067-yyw1he5j 36 25 billion billion CD cord-302067-yyw1he5j 36 26 USD USD NNS cord-302067-yyw1he5j 36 27 in in IN cord-302067-yyw1he5j 36 28 2019 2019 CD cord-302067-yyw1he5j 36 29 . . . cord-302067-yyw1he5j 37 1 5 5 LS cord-302067-yyw1he5j 38 1 Small small JJ cord-302067-yyw1he5j 38 2 , , , cord-302067-yyw1he5j 38 3 wrist wrist NN cord-302067-yyw1he5j 38 4 - - HYPH cord-302067-yyw1he5j 38 5 worn wear VBN cord-302067-yyw1he5j 38 6 wearables wearable NNS cord-302067-yyw1he5j 38 7 track track NN cord-302067-yyw1he5j 38 8 motion motion NN cord-302067-yyw1he5j 38 9 and and CC cord-302067-yyw1he5j 38 10 heart heart NN cord-302067-yyw1he5j 38 11 rate rate NN cord-302067-yyw1he5j 38 12 using use VBG cord-302067-yyw1he5j 38 13 accelerometers accelerometer NNS cord-302067-yyw1he5j 38 14 and and CC cord-302067-yyw1he5j 38 15 photoplethysmography photoplethysmography NN cord-302067-yyw1he5j 38 16 ( ( -LRB- cord-302067-yyw1he5j 38 17 PPG PPG NNP cord-302067-yyw1he5j 38 18 ) ) -RRB- cord-302067-yyw1he5j 38 19 , , , cord-302067-yyw1he5j 38 20 respectively respectively RB cord-302067-yyw1he5j 38 21 . . . cord-302067-yyw1he5j 39 1 Newer new JJR cord-302067-yyw1he5j 39 2 versions version NNS cord-302067-yyw1he5j 39 3 can can MD cord-302067-yyw1he5j 39 4 track track VB cord-302067-yyw1he5j 39 5 additional additional JJ cord-302067-yyw1he5j 39 6 parameters parameter NNS cord-302067-yyw1he5j 39 7 such such JJ cord-302067-yyw1he5j 39 8 as as IN cord-302067-yyw1he5j 39 9 peripheral peripheral JJ cord-302067-yyw1he5j 39 10 arterial arterial JJ cord-302067-yyw1he5j 39 11 oxygen oxygen NN cord-302067-yyw1he5j 39 12 saturation saturation NN cord-302067-yyw1he5j 39 13 ( ( -LRB- cord-302067-yyw1he5j 39 14 SpO SpO NNP cord-302067-yyw1he5j 39 15 2 2 CD cord-302067-yyw1he5j 39 16 or or CC cord-302067-yyw1he5j 39 17 SaO SaO NNP cord-302067-yyw1he5j 39 18 2 2 CD cord-302067-yyw1he5j 39 19 ) ) -RRB- cord-302067-yyw1he5j 39 20 using use VBG cord-302067-yyw1he5j 39 21 multiwavelength multiwavelength JJ cord-302067-yyw1he5j 39 22 optical optical JJ cord-302067-yyw1he5j 39 23 sensors sensor NNS cord-302067-yyw1he5j 39 24 , , , cord-302067-yyw1he5j 39 25 and and CC cord-302067-yyw1he5j 39 26 electrical electrical JJ cord-302067-yyw1he5j 39 27 signals signal NNS cord-302067-yyw1he5j 39 28 from from IN cord-302067-yyw1he5j 39 29 the the DT cord-302067-yyw1he5j 39 30 heart heart NN cord-302067-yyw1he5j 39 31 ( ( -LRB- cord-302067-yyw1he5j 39 32 ECG ECG NNP cord-302067-yyw1he5j 39 33 ) ) -RRB- cord-302067-yyw1he5j 39 34 using use VBG cord-302067-yyw1he5j 39 35 electrical electrical JJ cord-302067-yyw1he5j 39 36 impedance impedance NN cord-302067-yyw1he5j 39 37 sensors sensor NNS cord-302067-yyw1he5j 39 38 . . . cord-302067-yyw1he5j 40 1 The the DT cord-302067-yyw1he5j 40 2 adoption adoption NN cord-302067-yyw1he5j 40 3 of of IN cord-302067-yyw1he5j 40 4 these these DT cord-302067-yyw1he5j 40 5 consumer consumer NN cord-302067-yyw1he5j 40 6 wearables wearable NNS cord-302067-yyw1he5j 40 7 in in IN cord-302067-yyw1he5j 40 8 the the DT cord-302067-yyw1he5j 40 9 healthcare healthcare NN cord-302067-yyw1he5j 40 10 space space NN cord-302067-yyw1he5j 40 11 is be VBZ cord-302067-yyw1he5j 40 12 beginning begin VBG cord-302067-yyw1he5j 40 13 to to TO cord-302067-yyw1he5j 40 14 impact impact VB cord-302067-yyw1he5j 40 15 clinical clinical JJ cord-302067-yyw1he5j 40 16 study study NN cord-302067-yyw1he5j 40 17 design design NN cord-302067-yyw1he5j 40 18 and and CC cord-302067-yyw1he5j 40 19 healthcare healthcare NN cord-302067-yyw1he5j 40 20 delivery delivery NN cord-302067-yyw1he5j 40 21 . . . cord-302067-yyw1he5j 41 1 For for IN cord-302067-yyw1he5j 41 2 example example NN cord-302067-yyw1he5j 41 3 , , , cord-302067-yyw1he5j 41 4 academic academic JJ cord-302067-yyw1he5j 41 5 and and CC cord-302067-yyw1he5j 41 6 industrial industrial JJ cord-302067-yyw1he5j 41 7 research research NN cord-302067-yyw1he5j 41 8 projects project NNS cord-302067-yyw1he5j 41 9 are be VBP cord-302067-yyw1he5j 41 10 now now RB cord-302067-yyw1he5j 41 11 using use VBG cord-302067-yyw1he5j 41 12 data datum NNS cord-302067-yyw1he5j 41 13 from from IN cord-302067-yyw1he5j 41 14 these these DT cord-302067-yyw1he5j 41 15 trackers tracker NNS cord-302067-yyw1he5j 41 16 to to TO cord-302067-yyw1he5j 41 17 assess assess VB cord-302067-yyw1he5j 41 18 and and CC cord-302067-yyw1he5j 41 19 predict predict VB cord-302067-yyw1he5j 41 20 a a DT cord-302067-yyw1he5j 41 21 variety variety NN cord-302067-yyw1he5j 41 22 of of IN cord-302067-yyw1he5j 41 23 health health NN cord-302067-yyw1he5j 41 24 outcomes outcome NNS cord-302067-yyw1he5j 41 25 and and CC cord-302067-yyw1he5j 41 26 disease disease NN cord-302067-yyw1he5j 41 27 states state NNS cord-302067-yyw1he5j 41 28 , , , cord-302067-yyw1he5j 41 29 including include VBG cord-302067-yyw1he5j 41 30 overall overall JJ cord-302067-yyw1he5j 41 31 mortality mortality NN cord-302067-yyw1he5j 41 32 , , , cord-302067-yyw1he5j 41 33 heart heart NN cord-302067-yyw1he5j 41 34 conditions condition NNS cord-302067-yyw1he5j 41 35 , , , cord-302067-yyw1he5j 41 36 surgical surgical JJ cord-302067-yyw1he5j 41 37 recovery recovery NN cord-302067-yyw1he5j 41 38 , , , cord-302067-yyw1he5j 41 39 mental mental JJ cord-302067-yyw1he5j 41 40 health health NN cord-302067-yyw1he5j 41 41 , , , cord-302067-yyw1he5j 41 42 and and CC cord-302067-yyw1he5j 41 43 others other NNS cord-302067-yyw1he5j 41 44 . . . cord-302067-yyw1he5j 42 1 [ [ -LRB- cord-302067-yyw1he5j 42 2 6 6 CD cord-302067-yyw1he5j 42 3 ] ] -RRB- cord-302067-yyw1he5j 42 4 [ [ -LRB- cord-302067-yyw1he5j 42 5 7 7 CD cord-302067-yyw1he5j 42 6 ] ] -RRB- cord-302067-yyw1he5j 42 7 [ [ -LRB- cord-302067-yyw1he5j 42 8 8 8 CD cord-302067-yyw1he5j 42 9 ] ] -RRB- cord-302067-yyw1he5j 43 1 The the DT cord-302067-yyw1he5j 43 2 well well RB cord-302067-yyw1he5j 43 3 - - HYPH cord-302067-yyw1he5j 43 4 publicized publicize VBN cord-302067-yyw1he5j 43 5 2019 2019 CD cord-302067-yyw1he5j 43 6 Apple Apple NNP cord-302067-yyw1he5j 43 7 Watch Watch NNP cord-302067-yyw1he5j 43 8 study study NN cord-302067-yyw1he5j 43 9 , , , cord-302067-yyw1he5j 43 10 a a DT cord-302067-yyw1he5j 43 11 collaboration collaboration NN cord-302067-yyw1he5j 43 12 between between IN cord-302067-yyw1he5j 43 13 Stanford Stanford NNP cord-302067-yyw1he5j 43 14 University University NNP cord-302067-yyw1he5j 43 15 and and CC cord-302067-yyw1he5j 43 16 Apple Apple NNP cord-302067-yyw1he5j 43 17 Inc. Inc. NNP cord-302067-yyw1he5j 43 18 , , , cord-302067-yyw1he5j 43 19 monitored monitor VBD cord-302067-yyw1he5j 43 20 over over IN cord-302067-yyw1he5j 43 21 400,000 400,000 CD cord-302067-yyw1he5j 43 22 participants participant NNS cord-302067-yyw1he5j 43 23 for for IN cord-302067-yyw1he5j 43 24 signs sign NNS cord-302067-yyw1he5j 43 25 of of IN cord-302067-yyw1he5j 43 26 atrial atrial JJ cord-302067-yyw1he5j 43 27 fibrillation fibrillation NN cord-302067-yyw1he5j 43 28 using use VBG cord-302067-yyw1he5j 43 29 an an DT cord-302067-yyw1he5j 43 30 ECG ECG NNP cord-302067-yyw1he5j 43 31 monitor monitor NN cord-302067-yyw1he5j 43 32 embedded embed VBN cord-302067-yyw1he5j 43 33 in in IN cord-302067-yyw1he5j 43 34 the the DT cord-302067-yyw1he5j 43 35 watch watch NN cord-302067-yyw1he5j 43 36 . . . cord-302067-yyw1he5j 44 1 9 9 CD cord-302067-yyw1he5j 45 1 The the DT cord-302067-yyw1he5j 45 2 Apple Apple NNP cord-302067-yyw1he5j 45 3 Watch Watch NNP cord-302067-yyw1he5j 45 4 study study NN cord-302067-yyw1he5j 45 5 used use VBD cord-302067-yyw1he5j 45 6 a a DT cord-302067-yyw1he5j 45 7 so so RB cord-302067-yyw1he5j 45 8 - - HYPH cord-302067-yyw1he5j 45 9 called call VBN cord-302067-yyw1he5j 45 10 " " `` cord-302067-yyw1he5j 45 11 pragmatic pragmatic JJ cord-302067-yyw1he5j 45 12 " " '' cord-302067-yyw1he5j 45 13 design design NN cord-302067-yyw1he5j 45 14 , , , cord-302067-yyw1he5j 45 15 in in IN cord-302067-yyw1he5j 45 16 which which WDT cord-302067-yyw1he5j 45 17 there there EX cord-302067-yyw1he5j 45 18 were be VBD cord-302067-yyw1he5j 45 19 neither neither CC cord-302067-yyw1he5j 45 20 control control NN cord-302067-yyw1he5j 45 21 nor nor CC cord-302067-yyw1he5j 45 22 intervention intervention NN cord-302067-yyw1he5j 45 23 groups group NNS cord-302067-yyw1he5j 45 24 , , , cord-302067-yyw1he5j 45 25 but but CC cord-302067-yyw1he5j 45 26 rather rather RB cord-302067-yyw1he5j 45 27 one one CD cord-302067-yyw1he5j 45 28 cohort cohort NN cord-302067-yyw1he5j 45 29 of of IN cord-302067-yyw1he5j 45 30 participants participant NNS cord-302067-yyw1he5j 45 31 who who WP cord-302067-yyw1he5j 45 32 were be VBD cord-302067-yyw1he5j 45 33 tracked track VBN cord-302067-yyw1he5j 45 34 in in IN cord-302067-yyw1he5j 45 35 their -PRON- PRP$ cord-302067-yyw1he5j 45 36 normal normal JJ cord-302067-yyw1he5j 45 37 day day NN cord-302067-yyw1he5j 45 38 - - HYPH cord-302067-yyw1he5j 45 39 to to IN cord-302067-yyw1he5j 45 40 - - HYPH cord-302067-yyw1he5j 45 41 day day NN cord-302067-yyw1he5j 45 42 lives life NNS cord-302067-yyw1he5j 45 43 . . . cord-302067-yyw1he5j 46 1 Participants participant NNS cord-302067-yyw1he5j 46 2 showing show VBG cord-302067-yyw1he5j 46 3 signs sign NNS cord-302067-yyw1he5j 46 4 of of IN cord-302067-yyw1he5j 46 5 atrial atrial JJ cord-302067-yyw1he5j 46 6 fibrillation fibrillation NN cord-302067-yyw1he5j 46 7 based base VBN cord-302067-yyw1he5j 46 8 on on IN cord-302067-yyw1he5j 46 9 measurements measurement NNS cord-302067-yyw1he5j 46 10 taken take VBN cord-302067-yyw1he5j 46 11 by by IN cord-302067-yyw1he5j 46 12 the the DT cord-302067-yyw1he5j 46 13 Apple Apple NNP cord-302067-yyw1he5j 46 14 Watch Watch NNP cord-302067-yyw1he5j 46 15 were be VBD cord-302067-yyw1he5j 46 16 sent send VBN cord-302067-yyw1he5j 46 17 an an DT cord-302067-yyw1he5j 46 18 at at IN cord-302067-yyw1he5j 46 19 - - HYPH cord-302067-yyw1he5j 46 20 home home NN cord-302067-yyw1he5j 46 21 ECG ECG NNP cord-302067-yyw1he5j 46 22 patch patch NN cord-302067-yyw1he5j 46 23 to to TO cord-302067-yyw1he5j 46 24 confirm confirm VB cord-302067-yyw1he5j 46 25 the the DT cord-302067-yyw1he5j 46 26 diagnosis diagnosis NN cord-302067-yyw1he5j 46 27 . . . cord-302067-yyw1he5j 47 1 The the DT cord-302067-yyw1he5j 47 2 study study NN cord-302067-yyw1he5j 47 3 was be VBD cord-302067-yyw1he5j 47 4 " " `` cord-302067-yyw1he5j 47 5 siteless siteless NN cord-302067-yyw1he5j 47 6 , , , cord-302067-yyw1he5j 47 7 " " '' cord-302067-yyw1he5j 47 8 and and CC cord-302067-yyw1he5j 47 9 participants participant NNS cord-302067-yyw1he5j 47 10 had have VBD cord-302067-yyw1he5j 47 11 no no DT cord-302067-yyw1he5j 47 12 in in IN cord-302067-yyw1he5j 47 13 - - HYPH cord-302067-yyw1he5j 47 14 person person NN cord-302067-yyw1he5j 47 15 interaction interaction NN cord-302067-yyw1he5j 47 16 with with IN cord-302067-yyw1he5j 47 17 study study NN cord-302067-yyw1he5j 47 18 staff staff NN cord-302067-yyw1he5j 47 19 . . . cord-302067-yyw1he5j 48 1 Recruitment recruitment NN cord-302067-yyw1he5j 48 2 , , , cord-302067-yyw1he5j 48 3 consent consent NN cord-302067-yyw1he5j 48 4 , , , cord-302067-yyw1he5j 48 5 diagnosis diagnosis NN cord-302067-yyw1he5j 48 6 , , , cord-302067-yyw1he5j 48 7 and and CC cord-302067-yyw1he5j 48 8 follow follow NN cord-302067-yyw1he5j 48 9 - - HYPH cord-302067-yyw1he5j 48 10 up up NN cord-302067-yyw1he5j 48 11 were be VBD cord-302067-yyw1he5j 48 12 performed perform VBN cord-302067-yyw1he5j 48 13 using use VBG cord-302067-yyw1he5j 48 14 a a DT cord-302067-yyw1he5j 48 15 combination combination NN cord-302067-yyw1he5j 48 16 of of IN cord-302067-yyw1he5j 48 17 a a DT cord-302067-yyw1he5j 48 18 cellphone cellphone NN cord-302067-yyw1he5j 48 19 - - HYPH cord-302067-yyw1he5j 48 20 based base VBN cord-302067-yyw1he5j 48 21 App App NNP cord-302067-yyw1he5j 48 22 , , , cord-302067-yyw1he5j 48 23 RPM rpm NN cord-302067-yyw1he5j 48 24 technology technology NN cord-302067-yyw1he5j 48 25 ( ( -LRB- cord-302067-yyw1he5j 48 26 i.e. i.e. FW cord-302067-yyw1he5j 48 27 , , , cord-302067-yyw1he5j 48 28 the the DT cord-302067-yyw1he5j 48 29 Apple Apple NNP cord-302067-yyw1he5j 48 30 Watch Watch NNP cord-302067-yyw1he5j 48 31 ) ) -RRB- cord-302067-yyw1he5j 48 32 , , , cord-302067-yyw1he5j 48 33 and and CC cord-302067-yyw1he5j 48 34 telemedicine telemedicine NN cord-302067-yyw1he5j 48 35 . . . cord-302067-yyw1he5j 49 1 These these DT cord-302067-yyw1he5j 49 2 innovations innovation NNS cord-302067-yyw1he5j 49 3 provide provide VBP cord-302067-yyw1he5j 49 4 a a DT cord-302067-yyw1he5j 49 5 glimpse glimpse NN cord-302067-yyw1he5j 49 6 toward toward IN cord-302067-yyw1he5j 49 7 the the DT cord-302067-yyw1he5j 49 8 potential potential JJ cord-302067-yyw1he5j 49 9 future future NN cord-302067-yyw1he5j 49 10 of of IN cord-302067-yyw1he5j 49 11 RPM rpm NN cord-302067-yyw1he5j 49 12 and and CC cord-302067-yyw1he5j 49 13 wearable wearable JJ cord-302067-yyw1he5j 49 14 healthcare healthcare NN cord-302067-yyw1he5j 49 15 and and CC cord-302067-yyw1he5j 49 16 research research NN cord-302067-yyw1he5j 49 17 . . . cord-302067-yyw1he5j 50 1 Healthcare healthcare NN cord-302067-yyw1he5j 50 2 providers provider NNS cord-302067-yyw1he5j 50 3 are be VBP cord-302067-yyw1he5j 50 4 investing invest VBG cord-302067-yyw1he5j 50 5 strongly strongly RB cord-302067-yyw1he5j 50 6 in in IN cord-302067-yyw1he5j 50 7 RPM rpm NN cord-302067-yyw1he5j 50 8 and and CC cord-302067-yyw1he5j 50 9 wearable wearable JJ cord-302067-yyw1he5j 50 10 technologies technology NNS cord-302067-yyw1he5j 50 11 . . . cord-302067-yyw1he5j 51 1 The the DT cord-302067-yyw1he5j 51 2 US US NNP cord-302067-yyw1he5j 51 3 market market NN cord-302067-yyw1he5j 51 4 for for IN cord-302067-yyw1he5j 51 5 RPM rpm NN cord-302067-yyw1he5j 51 6 technologies technology NNS cord-302067-yyw1he5j 51 7 is be VBZ cord-302067-yyw1he5j 51 8 increasing increase VBG cord-302067-yyw1he5j 51 9 at at IN cord-302067-yyw1he5j 51 10 a a DT cord-302067-yyw1he5j 51 11 compound compound JJ cord-302067-yyw1he5j 51 12 annual annual JJ cord-302067-yyw1he5j 51 13 growth growth NN cord-302067-yyw1he5j 51 14 rate rate NN cord-302067-yyw1he5j 51 15 of of IN cord-302067-yyw1he5j 51 16 ∼20 ∼20 NNS cord-302067-yyw1he5j 51 17 % % NN cord-302067-yyw1he5j 51 18 . . . cord-302067-yyw1he5j 52 1 10 10 CD cord-302067-yyw1he5j 53 1 In in IN cord-302067-yyw1he5j 53 2 2019 2019 CD cord-302067-yyw1he5j 53 3 , , , cord-302067-yyw1he5j 53 4 a a DT cord-302067-yyw1he5j 53 5 consulting consulting NN cord-302067-yyw1he5j 53 6 group group NN cord-302067-yyw1he5j 53 7 surveyed survey VBD cord-302067-yyw1he5j 53 8 US US NNP cord-302067-yyw1he5j 53 9 healthcare healthcare NN cord-302067-yyw1he5j 53 10 providers provider NNS cord-302067-yyw1he5j 53 11 and and CC cord-302067-yyw1he5j 53 12 determined determine VBD cord-302067-yyw1he5j 53 13 that that IN cord-302067-yyw1he5j 53 14 88 88 CD cord-302067-yyw1he5j 53 15 % % NN cord-302067-yyw1he5j 53 16 had have VBD cord-302067-yyw1he5j 53 17 invested invest VBN cord-302067-yyw1he5j 53 18 or or CC cord-302067-yyw1he5j 53 19 were be VBD cord-302067-yyw1he5j 53 20 evaluating evaluate VBG cord-302067-yyw1he5j 53 21 investments investment NNS cord-302067-yyw1he5j 53 22 in in IN cord-302067-yyw1he5j 53 23 RPM rpm NN cord-302067-yyw1he5j 53 24 technologies technology NNS cord-302067-yyw1he5j 53 25 for for IN cord-302067-yyw1he5j 53 26 chronically chronically RB cord-302067-yyw1he5j 53 27 ill ill JJ cord-302067-yyw1he5j 53 28 patients patient NNS cord-302067-yyw1he5j 53 29 . . . cord-302067-yyw1he5j 54 1 11 11 CD cord-302067-yyw1he5j 55 1 This this DT cord-302067-yyw1he5j 55 2 push push NN cord-302067-yyw1he5j 55 3 in in IN cord-302067-yyw1he5j 55 4 RPM rpm NN cord-302067-yyw1he5j 55 5 investments investment NNS cord-302067-yyw1he5j 55 6 was be VBD cord-302067-yyw1he5j 55 7 further further RB cord-302067-yyw1he5j 55 8 encouraged encourage VBN cord-302067-yyw1he5j 55 9 by by IN cord-302067-yyw1he5j 55 10 significant significant JJ cord-302067-yyw1he5j 55 11 regulatory regulatory JJ cord-302067-yyw1he5j 55 12 changes change NNS cord-302067-yyw1he5j 55 13 in in IN cord-302067-yyw1he5j 55 14 the the DT cord-302067-yyw1he5j 55 15 US US NNP cord-302067-yyw1he5j 55 16 occurring occur VBG cord-302067-yyw1he5j 55 17 in in IN cord-302067-yyw1he5j 55 18 2018 2018 CD cord-302067-yyw1he5j 55 19 and and CC cord-302067-yyw1he5j 55 20 2019 2019 CD cord-302067-yyw1he5j 55 21 . . . cord-302067-yyw1he5j 56 1 Until until IN cord-302067-yyw1he5j 56 2 recently recently RB cord-302067-yyw1he5j 56 3 , , , cord-302067-yyw1he5j 56 4 it -PRON- PRP cord-302067-yyw1he5j 56 5 was be VBD cord-302067-yyw1he5j 56 6 challenging challenge VBG cord-302067-yyw1he5j 56 7 for for IN cord-302067-yyw1he5j 56 8 healthcare healthcare NN cord-302067-yyw1he5j 56 9 providers provider NNS cord-302067-yyw1he5j 56 10 to to TO cord-302067-yyw1he5j 56 11 charge charge VB cord-302067-yyw1he5j 56 12 and and CC cord-302067-yyw1he5j 56 13 receive receive VB cord-302067-yyw1he5j 56 14 reimbursement reimbursement NN cord-302067-yyw1he5j 56 15 for for IN cord-302067-yyw1he5j 56 16 RPM rpm NN cord-302067-yyw1he5j 56 17 technologies technology NNS cord-302067-yyw1he5j 56 18 and and CC cord-302067-yyw1he5j 56 19 telehealth telehealth NN cord-302067-yyw1he5j 56 20 . . . cord-302067-yyw1he5j 57 1 Existing exist VBG cord-302067-yyw1he5j 57 2 Current current JJ cord-302067-yyw1he5j 57 3 Procedural procedural JJ cord-302067-yyw1he5j 57 4 Terminology terminology NN cord-302067-yyw1he5j 57 5 ( ( -LRB- cord-302067-yyw1he5j 57 6 CPT CPT NNP cord-302067-yyw1he5j 57 7 ) ) -RRB- cord-302067-yyw1he5j 57 8 codes code NNS cord-302067-yyw1he5j 57 9 , , , cord-302067-yyw1he5j 57 10 which which WDT cord-302067-yyw1he5j 57 11 are be VBP cord-302067-yyw1he5j 57 12 reimbursement reimbursement NN cord-302067-yyw1he5j 57 13 codes code NNS cord-302067-yyw1he5j 57 14 used use VBN cord-302067-yyw1he5j 57 15 by by IN cord-302067-yyw1he5j 57 16 the the DT cord-302067-yyw1he5j 57 17 Centers Centers NNPS cord-302067-yyw1he5j 57 18 for for IN cord-302067-yyw1he5j 57 19 Medicare Medicare NNP cord-302067-yyw1he5j 57 20 and and CC cord-302067-yyw1he5j 57 21 Medicaid Medicaid NNP cord-302067-yyw1he5j 57 22 Services Services NNP cord-302067-yyw1he5j 57 23 ( ( -LRB- cord-302067-yyw1he5j 57 24 CMS CMS NNP cord-302067-yyw1he5j 57 25 ) ) -RRB- cord-302067-yyw1he5j 57 26 for for IN cord-302067-yyw1he5j 57 27 the the DT cord-302067-yyw1he5j 57 28 US US NNP cord-302067-yyw1he5j 57 29 federal federal JJ cord-302067-yyw1he5j 57 30 healthcare healthcare NN cord-302067-yyw1he5j 57 31 delivery delivery NN cord-302067-yyw1he5j 57 32 programs program NNS cord-302067-yyw1he5j 57 33 , , , cord-302067-yyw1he5j 57 34 were be VBD cord-302067-yyw1he5j 57 35 limited limit VBN cord-302067-yyw1he5j 57 36 for for IN cord-302067-yyw1he5j 57 37 RPM rpm NN cord-302067-yyw1he5j 57 38 technologies technology NNS cord-302067-yyw1he5j 57 39 and and CC cord-302067-yyw1he5j 57 40 telehealth telehealth NN cord-302067-yyw1he5j 57 41 prior prior RB cord-302067-yyw1he5j 57 42 to to IN cord-302067-yyw1he5j 57 43 2018 2018 CD cord-302067-yyw1he5j 57 44 . . . cord-302067-yyw1he5j 58 1 Since since IN cord-302067-yyw1he5j 58 2 then then RB cord-302067-yyw1he5j 58 3 , , , cord-302067-yyw1he5j 58 4 an an DT cord-302067-yyw1he5j 58 5 older old JJR cord-302067-yyw1he5j 58 6 CPT CPT NNP cord-302067-yyw1he5j 58 7 code code NN cord-302067-yyw1he5j 58 8 ( ( -LRB- cord-302067-yyw1he5j 58 9 99091 99091 CD cord-302067-yyw1he5j 58 10 ) ) -RRB- cord-302067-yyw1he5j 58 11 and and CC cord-302067-yyw1he5j 58 12 four four CD cord-302067-yyw1he5j 58 13 newer new JJR cord-302067-yyw1he5j 58 14 CPT CPT NNP cord-302067-yyw1he5j 58 15 codes code NNS cord-302067-yyw1he5j 58 16 ( ( -LRB- cord-302067-yyw1he5j 58 17 99453 99453 CD cord-302067-yyw1he5j 58 18 , , , cord-302067-yyw1he5j 58 19 99454 99454 CD cord-302067-yyw1he5j 58 20 , , , cord-302067-yyw1he5j 58 21 99457 99457 CD cord-302067-yyw1he5j 58 22 , , , cord-302067-yyw1he5j 58 23 and and CC cord-302067-yyw1he5j 58 24 99458 99458 CD cord-302067-yyw1he5j 58 25 ) ) -RRB- cord-302067-yyw1he5j 58 26 now now RB cord-302067-yyw1he5j 58 27 allow allow VBP cord-302067-yyw1he5j 58 28 for for IN cord-302067-yyw1he5j 58 29 reimbursement reimbursement NN cord-302067-yyw1he5j 58 30 of of IN cord-302067-yyw1he5j 58 31 services service NNS cord-302067-yyw1he5j 58 32 that that WDT cord-302067-yyw1he5j 58 33 include include VBP cord-302067-yyw1he5j 58 34 training train VBG cord-302067-yyw1he5j 58 35 a a DT cord-302067-yyw1he5j 58 36 patient patient NN cord-302067-yyw1he5j 58 37 how how WRB cord-302067-yyw1he5j 58 38 to to TO cord-302067-yyw1he5j 58 39 set set VB cord-302067-yyw1he5j 58 40 up up RP cord-302067-yyw1he5j 58 41 and and CC cord-302067-yyw1he5j 58 42 use use VB cord-302067-yyw1he5j 58 43 RPM rpm NN cord-302067-yyw1he5j 58 44 technologies technology NNS cord-302067-yyw1he5j 58 45 , , , cord-302067-yyw1he5j 58 46 reviewing review VBG cord-302067-yyw1he5j 58 47 remotely remotely RB cord-302067-yyw1he5j 58 48 collected collect VBN cord-302067-yyw1he5j 58 49 RPM rpm NN cord-302067-yyw1he5j 58 50 data datum NNS cord-302067-yyw1he5j 58 51 , , , cord-302067-yyw1he5j 58 52 and and CC cord-302067-yyw1he5j 58 53 consulting consult VBG cord-302067-yyw1he5j 58 54 patients patient NNS cord-302067-yyw1he5j 58 55 regarding regard VBG cord-302067-yyw1he5j 58 56 their -PRON- PRP$ cord-302067-yyw1he5j 58 57 RPM rpm NN cord-302067-yyw1he5j 58 58 data datum NNS cord-302067-yyw1he5j 58 59 . . . cord-302067-yyw1he5j 59 1 12 12 CD cord-302067-yyw1he5j 60 1 These these DT cord-302067-yyw1he5j 60 2 changes change NNS cord-302067-yyw1he5j 60 3 strongly strongly RB cord-302067-yyw1he5j 60 4 suggest suggest VBP cord-302067-yyw1he5j 60 5 that that IN cord-302067-yyw1he5j 60 6 regulators regulator NNS cord-302067-yyw1he5j 60 7 anticipated anticipate VBD cord-302067-yyw1he5j 60 8 RPM rpm NN cord-302067-yyw1he5j 60 9 technologies technology NNS cord-302067-yyw1he5j 60 10 and and CC cord-302067-yyw1he5j 60 11 telehealth telehealth NN cord-302067-yyw1he5j 60 12 as as IN cord-302067-yyw1he5j 60 13 a a DT cord-302067-yyw1he5j 60 14 growing grow VBG cord-302067-yyw1he5j 60 15 part part NN cord-302067-yyw1he5j 60 16 of of IN cord-302067-yyw1he5j 60 17 healthcare healthcare NN cord-302067-yyw1he5j 60 18 delivery delivery NN cord-302067-yyw1he5j 60 19 prior prior RB cord-302067-yyw1he5j 60 20 to to IN cord-302067-yyw1he5j 60 21 the the DT cord-302067-yyw1he5j 60 22 COVID-19 COVID-19 NNP cord-302067-yyw1he5j 60 23 pandemic pandemic NN cord-302067-yyw1he5j 60 24 . . . cord-302067-yyw1he5j 61 1 Stay stay VB cord-302067-yyw1he5j 61 2 - - HYPH cord-302067-yyw1he5j 61 3 at at IN cord-302067-yyw1he5j 61 4 - - HYPH cord-302067-yyw1he5j 61 5 home home NN cord-302067-yyw1he5j 61 6 orders order NNS cord-302067-yyw1he5j 61 7 and and CC cord-302067-yyw1he5j 61 8 social social JJ cord-302067-yyw1he5j 61 9 - - HYPH cord-302067-yyw1he5j 61 10 distancing distance VBG cord-302067-yyw1he5j 61 11 rules rule NNS cord-302067-yyw1he5j 61 12 implemented implement VBN cord-302067-yyw1he5j 61 13 during during IN cord-302067-yyw1he5j 61 14 the the DT cord-302067-yyw1he5j 61 15 COVID-19 COVID-19 NNP cord-302067-yyw1he5j 61 16 pandemic pandemic NN cord-302067-yyw1he5j 61 17 have have VBP cord-302067-yyw1he5j 61 18 accelerated accelerate VBN cord-302067-yyw1he5j 61 19 the the DT cord-302067-yyw1he5j 61 20 trend trend NN cord-302067-yyw1he5j 61 21 toward toward IN cord-302067-yyw1he5j 61 22 remote remote JJ cord-302067-yyw1he5j 61 23 healthcare healthcare NN cord-302067-yyw1he5j 61 24 delivery delivery NN cord-302067-yyw1he5j 61 25 in in IN cord-302067-yyw1he5j 61 26 many many JJ cord-302067-yyw1he5j 61 27 countries country NNS cord-302067-yyw1he5j 61 28 . . . cord-302067-yyw1he5j 62 1 For for IN cord-302067-yyw1he5j 62 2 example example NN cord-302067-yyw1he5j 62 3 , , , cord-302067-yyw1he5j 62 4 in in IN cord-302067-yyw1he5j 62 5 April April NNP cord-302067-yyw1he5j 62 6 2020 2020 CD cord-302067-yyw1he5j 62 7 during during IN cord-302067-yyw1he5j 62 8 the the DT cord-302067-yyw1he5j 62 9 peak peak NN cord-302067-yyw1he5j 62 10 of of IN cord-302067-yyw1he5j 62 11 the the DT cord-302067-yyw1he5j 62 12 initial initial JJ cord-302067-yyw1he5j 62 13 wave wave NN cord-302067-yyw1he5j 62 14 of of IN cord-302067-yyw1he5j 62 15 COVID-19 covid-19 JJ cord-302067-yyw1he5j 62 16 cases case NNS cord-302067-yyw1he5j 62 17 in in IN cord-302067-yyw1he5j 62 18 the the DT cord-302067-yyw1he5j 62 19 United United NNP cord-302067-yyw1he5j 62 20 States States NNP cord-302067-yyw1he5j 62 21 , , , cord-302067-yyw1he5j 62 22 telehealth telehealth NN cord-302067-yyw1he5j 62 23 claims claim NNS cord-302067-yyw1he5j 62 24 accounted account VBD cord-302067-yyw1he5j 62 25 for for IN cord-302067-yyw1he5j 62 26 20 20 CD cord-302067-yyw1he5j 62 27 % % NN cord-302067-yyw1he5j 62 28 of of IN cord-302067-yyw1he5j 62 29 submitted submit VBN cord-302067-yyw1he5j 62 30 medical medical JJ cord-302067-yyw1he5j 62 31 and and CC cord-302067-yyw1he5j 62 32 dental dental JJ cord-302067-yyw1he5j 62 33 claims claim NNS cord-302067-yyw1he5j 62 34 in in IN cord-302067-yyw1he5j 62 35 the the DT cord-302067-yyw1he5j 62 36 northeastern northeastern JJ cord-302067-yyw1he5j 62 37 US US NNP cord-302067-yyw1he5j 62 38 . . . cord-302067-yyw1he5j 63 1 13 13 CD cord-302067-yyw1he5j 64 1 This this DT cord-302067-yyw1he5j 64 2 is be VBZ cord-302067-yyw1he5j 64 3 compared compare VBN cord-302067-yyw1he5j 64 4 with with IN cord-302067-yyw1he5j 64 5 only only RB cord-302067-yyw1he5j 64 6 0.08 0.08 CD cord-302067-yyw1he5j 64 7 % % NN cord-302067-yyw1he5j 64 8 one one CD cord-302067-yyw1he5j 64 9 year year NN cord-302067-yyw1he5j 64 10 earlier early RBR cord-302067-yyw1he5j 64 11 . . . cord-302067-yyw1he5j 65 1 The the DT cord-302067-yyw1he5j 65 2 combination combination NN cord-302067-yyw1he5j 65 3 of of IN cord-302067-yyw1he5j 65 4 telehealth telehealth NN cord-302067-yyw1he5j 65 5 with with IN cord-302067-yyw1he5j 65 6 RPM rpm NN cord-302067-yyw1he5j 65 7 technologies technology NNS cord-302067-yyw1he5j 65 8 is be VBZ cord-302067-yyw1he5j 65 9 likely likely JJ cord-302067-yyw1he5j 65 10 to to TO cord-302067-yyw1he5j 65 11 enhance enhance VB cord-302067-yyw1he5j 65 12 the the DT cord-302067-yyw1he5j 65 13 delivery delivery NN cord-302067-yyw1he5j 65 14 of of IN cord-302067-yyw1he5j 65 15 athome athome NN cord-302067-yyw1he5j 65 16 healthcare healthcare NN cord-302067-yyw1he5j 65 17 . . . cord-302067-yyw1he5j 66 1 In in IN cord-302067-yyw1he5j 66 2 response response NN cord-302067-yyw1he5j 66 3 to to IN cord-302067-yyw1he5j 66 4 the the DT cord-302067-yyw1he5j 66 5 widely widely RB cord-302067-yyw1he5j 66 6 recognized recognize VBN cord-302067-yyw1he5j 66 7 need need NN cord-302067-yyw1he5j 66 8 for for IN cord-302067-yyw1he5j 66 9 improved improve VBN cord-302067-yyw1he5j 66 10 at at IN cord-302067-yyw1he5j 66 11 - - HYPH cord-302067-yyw1he5j 66 12 home home NN cord-302067-yyw1he5j 66 13 technologies technology NNS cord-302067-yyw1he5j 66 14 that that WDT cord-302067-yyw1he5j 66 15 can can MD cord-302067-yyw1he5j 66 16 assist assist VB cord-302067-yyw1he5j 66 17 in in IN cord-302067-yyw1he5j 66 18 delivering deliver VBG cord-302067-yyw1he5j 66 19 healthcare healthcare NN cord-302067-yyw1he5j 66 20 during during IN cord-302067-yyw1he5j 66 21 the the DT cord-302067-yyw1he5j 66 22 pandemic pandemic NN cord-302067-yyw1he5j 66 23 , , , cord-302067-yyw1he5j 66 24 federal federal JJ cord-302067-yyw1he5j 66 25 regulators regulator NNS cord-302067-yyw1he5j 66 26 have have VBP cord-302067-yyw1he5j 66 27 changed change VBN cord-302067-yyw1he5j 66 28 regulations regulation NNS cord-302067-yyw1he5j 66 29 or or CC cord-302067-yyw1he5j 66 30 relaxed relaxed JJ cord-302067-yyw1he5j 66 31 enforcement enforcement NN cord-302067-yyw1he5j 66 32 policies policy NNS cord-302067-yyw1he5j 66 33 related relate VBN cord-302067-yyw1he5j 66 34 to to IN cord-302067-yyw1he5j 66 35 RPM rpm NN cord-302067-yyw1he5j 66 36 technologies technology NNS cord-302067-yyw1he5j 66 37 and and CC cord-302067-yyw1he5j 66 38 telehealth telehealth NN cord-302067-yyw1he5j 66 39 . . . cord-302067-yyw1he5j 67 1 For for IN cord-302067-yyw1he5j 67 2 example example NN cord-302067-yyw1he5j 67 3 , , , cord-302067-yyw1he5j 67 4 CMS CMS NNP cord-302067-yyw1he5j 67 5 has have VBZ cord-302067-yyw1he5j 67 6 allowed allow VBN cord-302067-yyw1he5j 67 7 for for IN cord-302067-yyw1he5j 67 8 equivalent equivalent JJ cord-302067-yyw1he5j 67 9 reimbursements reimbursement NNS cord-302067-yyw1he5j 67 10 for for IN cord-302067-yyw1he5j 67 11 in in IN cord-302067-yyw1he5j 67 12 - - HYPH cord-302067-yyw1he5j 67 13 person person NN cord-302067-yyw1he5j 67 14 and and CC cord-302067-yyw1he5j 67 15 telehealth telehealth NN cord-302067-yyw1he5j 67 16 appointments appointment NNS cord-302067-yyw1he5j 67 17 during during IN cord-302067-yyw1he5j 67 18 the the DT cord-302067-yyw1he5j 67 19 pandemic pandemic NN cord-302067-yyw1he5j 67 20 , , , cord-302067-yyw1he5j 67 21 helping help VBG cord-302067-yyw1he5j 67 22 to to TO cord-302067-yyw1he5j 67 23 encourage encourage VB cord-302067-yyw1he5j 67 24 the the DT cord-302067-yyw1he5j 67 25 dramatic dramatic JJ cord-302067-yyw1he5j 67 26 increase increase NN cord-302067-yyw1he5j 67 27 in in IN cord-302067-yyw1he5j 67 28 telehealth telehealth NN cord-302067-yyw1he5j 67 29 . . . cord-302067-yyw1he5j 68 1 14 14 CD cord-302067-yyw1he5j 69 1 The the DT cord-302067-yyw1he5j 69 2 US US NNP cord-302067-yyw1he5j 69 3 Food Food NNP cord-302067-yyw1he5j 69 4 and and CC cord-302067-yyw1he5j 69 5 Drug Drug NNP cord-302067-yyw1he5j 69 6 Administration Administration NNP cord-302067-yyw1he5j 69 7 ( ( -LRB- cord-302067-yyw1he5j 69 8 FDA FDA NNP cord-302067-yyw1he5j 69 9 ) ) -RRB- cord-302067-yyw1he5j 69 10 has have VBZ cord-302067-yyw1he5j 69 11 changed change VBN cord-302067-yyw1he5j 69 12 some some DT cord-302067-yyw1he5j 69 13 of of IN cord-302067-yyw1he5j 69 14 their -PRON- PRP$ cord-302067-yyw1he5j 69 15 enforcement enforcement NN cord-302067-yyw1he5j 69 16 policies policy NNS cord-302067-yyw1he5j 69 17 so so IN cord-302067-yyw1he5j 69 18 that that IN cord-302067-yyw1he5j 69 19 physiological physiological JJ cord-302067-yyw1he5j 69 20 monitors monitor NNS cord-302067-yyw1he5j 69 21 , , , cord-302067-yyw1he5j 69 22 including include VBG cord-302067-yyw1he5j 69 23 oximeters oximeter NNS cord-302067-yyw1he5j 69 24 , , , cord-302067-yyw1he5j 69 25 spirometers spirometer NNS cord-302067-yyw1he5j 69 26 , , , cord-302067-yyw1he5j 69 27 apnea apnea NN cord-302067-yyw1he5j 69 28 monitors monitor NNS cord-302067-yyw1he5j 69 29 , , , cord-302067-yyw1he5j 69 30 ECGs ecg NNS cord-302067-yyw1he5j 69 31 , , , cord-302067-yyw1he5j 69 32 and and CC cord-302067-yyw1he5j 69 33 others other NNS cord-302067-yyw1he5j 69 34 , , , cord-302067-yyw1he5j 69 35 which which WDT cord-302067-yyw1he5j 69 36 were be VBD cord-302067-yyw1he5j 69 37 previously previously RB cord-302067-yyw1he5j 69 38 cleared clear VBN cord-302067-yyw1he5j 69 39 / / SYM cord-302067-yyw1he5j 69 40 approved approve VBN cord-302067-yyw1he5j 69 41 for for IN cord-302067-yyw1he5j 69 42 marketing marketing NN cord-302067-yyw1he5j 69 43 to to IN cord-302067-yyw1he5j 69 44 hospitals hospital NNS cord-302067-yyw1he5j 69 45 , , , cord-302067-yyw1he5j 69 46 can can MD cord-302067-yyw1he5j 69 47 now now RB cord-302067-yyw1he5j 69 48 be be VB cord-302067-yyw1he5j 69 49 marketed market VBN cord-302067-yyw1he5j 69 50 toward toward IN cord-302067-yyw1he5j 69 51 in in IN cord-302067-yyw1he5j 69 52 - - HYPH cord-302067-yyw1he5j 69 53 home home NN cord-302067-yyw1he5j 69 54 use use NN cord-302067-yyw1he5j 69 55 without without IN cord-302067-yyw1he5j 69 56 additional additional JJ cord-302067-yyw1he5j 69 57 submissions submission NNS cord-302067-yyw1he5j 69 58 . . . cord-302067-yyw1he5j 70 1 15 15 CD cord-302067-yyw1he5j 71 1 The the DT cord-302067-yyw1he5j 71 2 relaxed relaxed JJ cord-302067-yyw1he5j 71 3 regulations regulation NNS cord-302067-yyw1he5j 71 4 also also RB cord-302067-yyw1he5j 71 5 allow allow VBP cord-302067-yyw1he5j 71 6 hardware hardware NN cord-302067-yyw1he5j 71 7 and and CC cord-302067-yyw1he5j 71 8 software software NN cord-302067-yyw1he5j 71 9 changes change NNS cord-302067-yyw1he5j 71 10 to to TO cord-302067-yyw1he5j 71 11 be be VB cord-302067-yyw1he5j 71 12 made make VBN cord-302067-yyw1he5j 71 13 to to IN cord-302067-yyw1he5j 71 14 existing exist VBG cord-302067-yyw1he5j 71 15 cleared clear VBN cord-302067-yyw1he5j 71 16 devices device NNS cord-302067-yyw1he5j 71 17 to to TO cord-302067-yyw1he5j 71 18 increase increase VB cord-302067-yyw1he5j 71 19 the the DT cord-302067-yyw1he5j 71 20 ability ability NN cord-302067-yyw1he5j 71 21 of of IN cord-302067-yyw1he5j 71 22 these these DT cord-302067-yyw1he5j 71 23 devices device NNS cord-302067-yyw1he5j 71 24 to to TO cord-302067-yyw1he5j 71 25 be be VB cord-302067-yyw1he5j 71 26 used use VBN cord-302067-yyw1he5j 71 27 for for IN cord-302067-yyw1he5j 71 28 RPM rpm NN cord-302067-yyw1he5j 71 29 without without IN cord-302067-yyw1he5j 71 30 seeking seek VBG cord-302067-yyw1he5j 71 31 additional additional JJ cord-302067-yyw1he5j 71 32 approval approval NN cord-302067-yyw1he5j 71 33 . . . cord-302067-yyw1he5j 72 1 The the DT cord-302067-yyw1he5j 72 2 FDA FDA NNP cord-302067-yyw1he5j 72 3 has have VBZ cord-302067-yyw1he5j 72 4 stated state VBN cord-302067-yyw1he5j 72 5 that that IN cord-302067-yyw1he5j 72 6 these these DT cord-302067-yyw1he5j 72 7 relaxed relaxed JJ cord-302067-yyw1he5j 72 8 regulations regulation NNS cord-302067-yyw1he5j 72 9 will will MD cord-302067-yyw1he5j 72 10 only only RB cord-302067-yyw1he5j 72 11 remain remain VB cord-302067-yyw1he5j 72 12 in in IN cord-302067-yyw1he5j 72 13 effect effect NN cord-302067-yyw1he5j 72 14 during during IN cord-302067-yyw1he5j 72 15 the the DT cord-302067-yyw1he5j 72 16 COVID-19 COVID-19 NNP cord-302067-yyw1he5j 72 17 pandemic pandemic NN cord-302067-yyw1he5j 72 18 , , , cord-302067-yyw1he5j 72 19 but but CC cord-302067-yyw1he5j 72 20 there there EX cord-302067-yyw1he5j 72 21 are be VBP cord-302067-yyw1he5j 72 22 calls call NNS cord-302067-yyw1he5j 72 23 by by IN cord-302067-yyw1he5j 72 24 the the DT cord-302067-yyw1he5j 72 25 US US NNP cord-302067-yyw1he5j 72 26 administration administration NN cord-302067-yyw1he5j 72 27 and and CC cord-302067-yyw1he5j 72 28 regulators regulator NNS cord-302067-yyw1he5j 72 29 for for IN cord-302067-yyw1he5j 73 1 some some DT cord-302067-yyw1he5j 73 2 of of IN cord-302067-yyw1he5j 73 3 these these DT cord-302067-yyw1he5j 73 4 changes change NNS cord-302067-yyw1he5j 73 5 to to TO cord-302067-yyw1he5j 73 6 be be VB cord-302067-yyw1he5j 73 7 made make VBN cord-302067-yyw1he5j 73 8 permanent permanent JJ cord-302067-yyw1he5j 73 9 . . . cord-302067-yyw1he5j 74 1 16 16 CD cord-302067-yyw1he5j 75 1 The the DT cord-302067-yyw1he5j 75 2 COVID-19 COVID-19 NNP cord-302067-yyw1he5j 75 3 pandemic pandemic NN cord-302067-yyw1he5j 75 4 has have VBZ cord-302067-yyw1he5j 75 5 also also RB cord-302067-yyw1he5j 75 6 led lead VBN cord-302067-yyw1he5j 75 7 to to IN cord-302067-yyw1he5j 75 8 changes change NNS cord-302067-yyw1he5j 75 9 in in IN cord-302067-yyw1he5j 75 10 the the DT cord-302067-yyw1he5j 75 11 way way NN cord-302067-yyw1he5j 75 12 some some DT cord-302067-yyw1he5j 75 13 clinical clinical JJ cord-302067-yyw1he5j 75 14 trials trial NNS cord-302067-yyw1he5j 75 15 are be VBP cord-302067-yyw1he5j 75 16 conducted conduct VBN cord-302067-yyw1he5j 75 17 . . . cord-302067-yyw1he5j 76 1 Since since IN cord-302067-yyw1he5j 76 2 many many JJ cord-302067-yyw1he5j 76 3 clinical clinical JJ cord-302067-yyw1he5j 76 4 trials trial NNS cord-302067-yyw1he5j 76 5 had have VBD cord-302067-yyw1he5j 76 6 to to TO cord-302067-yyw1he5j 76 7 reduce reduce VB cord-302067-yyw1he5j 76 8 or or CC cord-302067-yyw1he5j 76 9 stop stop VB cord-302067-yyw1he5j 76 10 enrollment enrollment NN cord-302067-yyw1he5j 76 11 during during IN cord-302067-yyw1he5j 76 12 the the DT cord-302067-yyw1he5j 76 13 pandemic pandemic NN cord-302067-yyw1he5j 76 14 , , , cord-302067-yyw1he5j 76 15 17 17 CD cord-302067-yyw1he5j 76 16 there there EX cord-302067-yyw1he5j 76 17 has have VBZ cord-302067-yyw1he5j 76 18 been be VBN cord-302067-yyw1he5j 76 19 a a DT cord-302067-yyw1he5j 76 20 push push NN cord-302067-yyw1he5j 76 21 by by IN cord-302067-yyw1he5j 76 22 the the DT cord-302067-yyw1he5j 76 23 National National NNP cord-302067-yyw1he5j 76 24 Institutes Institutes NNPS cord-302067-yyw1he5j 76 25 of of IN cord-302067-yyw1he5j 76 26 Health Health NNP cord-302067-yyw1he5j 76 27 ( ( -LRB- cord-302067-yyw1he5j 76 28 NIH NIH NNP cord-302067-yyw1he5j 76 29 ) ) -RRB- cord-302067-yyw1he5j 76 30 and and CC cord-302067-yyw1he5j 76 31 National National NNP cord-302067-yyw1he5j 76 32 Cancer Cancer NNP cord-302067-yyw1he5j 76 33 Institute Institute NNP cord-302067-yyw1he5j 76 34 ( ( -LRB- cord-302067-yyw1he5j 76 35 NCI NCI NNP cord-302067-yyw1he5j 76 36 ) ) -RRB- cord-302067-yyw1he5j 76 37 for for IN cord-302067-yyw1he5j 76 38 technologies technology NNS cord-302067-yyw1he5j 76 39 and and CC cord-302067-yyw1he5j 76 40 telehealth telehealth NN cord-302067-yyw1he5j 76 41 to to TO cord-302067-yyw1he5j 76 42 assist assist VB cord-302067-yyw1he5j 76 43 in in IN cord-302067-yyw1he5j 76 44 monitoring monitor VBG cord-302067-yyw1he5j 76 45 patients patient NNS cord-302067-yyw1he5j 76 46 taking take VBG cord-302067-yyw1he5j 76 47 part part NN cord-302067-yyw1he5j 76 48 in in IN cord-302067-yyw1he5j 76 49 clinical clinical JJ cord-302067-yyw1he5j 76 50 studies study NNS cord-302067-yyw1he5j 76 51 . . . cord-302067-yyw1he5j 77 1 18 18 CD cord-302067-yyw1he5j 78 1 So so RB cord-302067-yyw1he5j 78 2 far far RB cord-302067-yyw1he5j 78 3 these these DT cord-302067-yyw1he5j 78 4 efforts effort NNS cord-302067-yyw1he5j 78 5 have have VBP cord-302067-yyw1he5j 78 6 focused focus VBN cord-302067-yyw1he5j 78 7 largely largely RB cord-302067-yyw1he5j 78 8 on on IN cord-302067-yyw1he5j 78 9 remote remote JJ cord-302067-yyw1he5j 78 10 consenting consent VBG cord-302067-yyw1he5j 78 11 procedures procedure NNS cord-302067-yyw1he5j 78 12 and and CC cord-302067-yyw1he5j 78 13 telehealth telehealth NN cord-302067-yyw1he5j 78 14 rather rather RB cord-302067-yyw1he5j 78 15 than than IN cord-302067-yyw1he5j 78 16 adoption adoption NN cord-302067-yyw1he5j 78 17 of of IN cord-302067-yyw1he5j 78 18 new new JJ cord-302067-yyw1he5j 78 19 RPM rpm NN cord-302067-yyw1he5j 78 20 technologies technology NNS cord-302067-yyw1he5j 78 21 . . . cord-302067-yyw1he5j 79 1 19 19 CD cord-302067-yyw1he5j 80 1 However however RB cord-302067-yyw1he5j 80 2 , , , cord-302067-yyw1he5j 80 3 even even RB cord-302067-yyw1he5j 80 4 before before IN cord-302067-yyw1he5j 80 5 the the DT cord-302067-yyw1he5j 80 6 pandemic pandemic NN cord-302067-yyw1he5j 80 7 , , , cord-302067-yyw1he5j 80 8 the the DT cord-302067-yyw1he5j 80 9 Clinical Clinical NNP cord-302067-yyw1he5j 80 10 Trials Trials NNPS cord-302067-yyw1he5j 80 11 Transformation Transformation NNP cord-302067-yyw1he5j 80 12 Initiative Initiative NNP cord-302067-yyw1he5j 80 13 ( ( -LRB- cord-302067-yyw1he5j 80 14 CTTI CTTI NNP cord-302067-yyw1he5j 80 15 ) ) -RRB- cord-302067-yyw1he5j 80 16 , , , cord-302067-yyw1he5j 80 17 a a DT cord-302067-yyw1he5j 80 18 public public JJ cord-302067-yyw1he5j 80 19 - - HYPH cord-302067-yyw1he5j 80 20 private private JJ cord-302067-yyw1he5j 80 21 partnership partnership NN cord-302067-yyw1he5j 80 22 between between IN cord-302067-yyw1he5j 80 23 the the DT cord-302067-yyw1he5j 80 24 FDA FDA NNP cord-302067-yyw1he5j 80 25 and and CC cord-302067-yyw1he5j 80 26 Duke Duke NNP cord-302067-yyw1he5j 80 27 University University NNP cord-302067-yyw1he5j 80 28 , , , cord-302067-yyw1he5j 80 29 called call VBD cord-302067-yyw1he5j 80 30 for for IN cord-302067-yyw1he5j 80 31 a a DT cord-302067-yyw1he5j 80 32 dramatic dramatic JJ cord-302067-yyw1he5j 80 33 increase increase NN cord-302067-yyw1he5j 80 34 in in IN cord-302067-yyw1he5j 80 35 mobile mobile JJ cord-302067-yyw1he5j 80 36 health health NN cord-302067-yyw1he5j 80 37 technology technology NN cord-302067-yyw1he5j 80 38 use use NN cord-302067-yyw1he5j 80 39 in in IN cord-302067-yyw1he5j 80 40 clinical clinical JJ cord-302067-yyw1he5j 80 41 trials trial NNS cord-302067-yyw1he5j 80 42 to to TO cord-302067-yyw1he5j 80 43 improve improve VB cord-302067-yyw1he5j 80 44 the the DT cord-302067-yyw1he5j 80 45 efficiency efficiency NN cord-302067-yyw1he5j 80 46 of of IN cord-302067-yyw1he5j 80 47 clinical clinical JJ cord-302067-yyw1he5j 80 48 trials trial NNS cord-302067-yyw1he5j 80 49 and and CC cord-302067-yyw1he5j 80 50 reduce reduce VB cord-302067-yyw1he5j 80 51 barriers barrier NNS cord-302067-yyw1he5j 80 52 while while IN cord-302067-yyw1he5j 80 53 lowering lower VBG cord-302067-yyw1he5j 80 54 costs cost NNS cord-302067-yyw1he5j 80 55 . . . cord-302067-yyw1he5j 81 1 These these DT cord-302067-yyw1he5j 81 2 mobile mobile JJ cord-302067-yyw1he5j 81 3 health health NN cord-302067-yyw1he5j 81 4 technologies technology NNS cord-302067-yyw1he5j 81 5 include include VBP cord-302067-yyw1he5j 81 6 RPM rpm NN cord-302067-yyw1he5j 81 7 physiological physiological JJ cord-302067-yyw1he5j 81 8 monitors monitor NNS cord-302067-yyw1he5j 81 9 and and CC cord-302067-yyw1he5j 81 10 wearables wearable NNS cord-302067-yyw1he5j 81 11 . . . cord-302067-yyw1he5j 82 1 The the DT cord-302067-yyw1he5j 82 2 CTTI CTTI NNP cord-302067-yyw1he5j 82 3 also also RB cord-302067-yyw1he5j 82 4 advocates advocate VBZ cord-302067-yyw1he5j 82 5 for for IN cord-302067-yyw1he5j 82 6 " " `` cord-302067-yyw1he5j 82 7 decentralized decentralized JJ cord-302067-yyw1he5j 82 8 " " '' cord-302067-yyw1he5j 82 9 clinical clinical JJ cord-302067-yyw1he5j 82 10 trial trial NN cord-302067-yyw1he5j 82 11 designs design NNS cord-302067-yyw1he5j 82 12 , , , cord-302067-yyw1he5j 82 13 which which WDT cord-302067-yyw1he5j 82 14 would would MD cord-302067-yyw1he5j 82 15 rely rely VB cord-302067-yyw1he5j 82 16 heavily heavily RB cord-302067-yyw1he5j 82 17 on on IN cord-302067-yyw1he5j 82 18 RPM rpm NN cord-302067-yyw1he5j 82 19 to to TO cord-302067-yyw1he5j 82 20 recruit recruit VB cord-302067-yyw1he5j 82 21 and and CC cord-302067-yyw1he5j 82 22 monitor monitor VB cord-302067-yyw1he5j 82 23 more more RBR cord-302067-yyw1he5j 82 24 diverse diverse JJ cord-302067-yyw1he5j 82 25 patient patient JJ cord-302067-yyw1he5j 82 26 populations population NNS cord-302067-yyw1he5j 82 27 , , , cord-302067-yyw1he5j 82 28 including include VBG cord-302067-yyw1he5j 82 29 more more JJR cord-302067-yyw1he5j 82 30 women woman NNS cord-302067-yyw1he5j 82 31 , , , cord-302067-yyw1he5j 82 32 rural rural JJ cord-302067-yyw1he5j 82 33 citizens citizen NNS cord-302067-yyw1he5j 82 34 , , , cord-302067-yyw1he5j 82 35 and and CC cord-302067-yyw1he5j 82 36 underrepresented underrepresente VBN cord-302067-yyw1he5j 82 37 racial racial JJ cord-302067-yyw1he5j 82 38 groups group NNS cord-302067-yyw1he5j 82 39 . . . cord-302067-yyw1he5j 83 1 20 20 CD cord-302067-yyw1he5j 84 1 The the DT cord-302067-yyw1he5j 84 2 pandemic pandemic NN cord-302067-yyw1he5j 84 3 's 's POS cord-302067-yyw1he5j 84 4 impact impact NN cord-302067-yyw1he5j 84 5 on on IN cord-302067-yyw1he5j 84 6 healthcare healthcare NN cord-302067-yyw1he5j 84 7 delivery delivery NN cord-302067-yyw1he5j 84 8 will will MD cord-302067-yyw1he5j 84 9 likely likely RB cord-302067-yyw1he5j 84 10 result result VB cord-302067-yyw1he5j 84 11 in in IN cord-302067-yyw1he5j 84 12 secondary secondary JJ cord-302067-yyw1he5j 84 13 health health NN cord-302067-yyw1he5j 84 14 consequences consequence NNS cord-302067-yyw1he5j 84 15 that that WDT cord-302067-yyw1he5j 84 16 affect affect VBP cord-302067-yyw1he5j 84 17 patients patient NNS cord-302067-yyw1he5j 84 18 with with IN cord-302067-yyw1he5j 84 19 many many JJ cord-302067-yyw1he5j 84 20 diseases disease NNS cord-302067-yyw1he5j 84 21 , , , cord-302067-yyw1he5j 84 22 including include VBG cord-302067-yyw1he5j 84 23 chronic chronic JJ cord-302067-yyw1he5j 84 24 conditions condition NNS cord-302067-yyw1he5j 84 25 such such JJ cord-302067-yyw1he5j 84 26 as as IN cord-302067-yyw1he5j 84 27 cancer cancer NN cord-302067-yyw1he5j 84 28 and and CC cord-302067-yyw1he5j 84 29 heart heart NN cord-302067-yyw1he5j 84 30 failure failure NN cord-302067-yyw1he5j 84 31 . . . cord-302067-yyw1he5j 85 1 For for IN cord-302067-yyw1he5j 85 2 example example NN cord-302067-yyw1he5j 85 3 , , , cord-302067-yyw1he5j 85 4 the the DT cord-302067-yyw1he5j 85 5 rate rate NN cord-302067-yyw1he5j 85 6 of of IN cord-302067-yyw1he5j 85 7 cancer cancer NN cord-302067-yyw1he5j 85 8 screenings screening NNS cord-302067-yyw1he5j 85 9 has have VBZ cord-302067-yyw1he5j 85 10 decreased decrease VBN cord-302067-yyw1he5j 85 11 , , , cord-302067-yyw1he5j 85 12 there there EX cord-302067-yyw1he5j 85 13 have have VBP cord-302067-yyw1he5j 85 14 been be VBN cord-302067-yyw1he5j 85 15 delays delay NNS cord-302067-yyw1he5j 85 16 in in IN cord-302067-yyw1he5j 85 17 diagnosis diagnosis NN cord-302067-yyw1he5j 85 18 and and CC cord-302067-yyw1he5j 85 19 treatment treatment NN cord-302067-yyw1he5j 85 20 , , , cord-302067-yyw1he5j 85 21 and and CC cord-302067-yyw1he5j 85 22 the the DT cord-302067-yyw1he5j 85 23 standard standard JJ cord-302067-yyw1he5j 85 24 - - HYPH cord-302067-yyw1he5j 85 25 of of IN cord-302067-yyw1he5j 85 26 - - HYPH cord-302067-yyw1he5j 85 27 care care NN cord-302067-yyw1he5j 85 28 has have VBZ cord-302067-yyw1he5j 85 29 been be VBN cord-302067-yyw1he5j 85 30 modified modify VBN cord-302067-yyw1he5j 85 31 in in IN cord-302067-yyw1he5j 85 32 some some DT cord-302067-yyw1he5j 85 33 cases case NNS cord-302067-yyw1he5j 85 34 to to TO cord-302067-yyw1he5j 85 35 accommodate accommodate VB cord-302067-yyw1he5j 85 36 patients patient NNS cord-302067-yyw1he5j 85 37 during during IN cord-302067-yyw1he5j 85 38 the the DT cord-302067-yyw1he5j 85 39 pandemic pandemic NN cord-302067-yyw1he5j 85 40 . . . cord-302067-yyw1he5j 86 1 The the DT cord-302067-yyw1he5j 86 2 consequences consequence NNS cord-302067-yyw1he5j 86 3 from from IN cord-302067-yyw1he5j 86 4 these these DT cord-302067-yyw1he5j 86 5 changes change NNS cord-302067-yyw1he5j 86 6 are be VBP cord-302067-yyw1he5j 86 7 likely likely JJ cord-302067-yyw1he5j 86 8 to to TO cord-302067-yyw1he5j 86 9 reverberate reverberate VB cord-302067-yyw1he5j 86 10 for for IN cord-302067-yyw1he5j 86 11 years year NNS cord-302067-yyw1he5j 86 12 to to TO cord-302067-yyw1he5j 86 13 come come VB cord-302067-yyw1he5j 86 14 . . . cord-302067-yyw1he5j 87 1 The the DT cord-302067-yyw1he5j 87 2 NCI NCI NNP cord-302067-yyw1he5j 87 3 estimates estimate VBZ cord-302067-yyw1he5j 87 4 that that IN cord-302067-yyw1he5j 87 5 there there EX cord-302067-yyw1he5j 87 6 will will MD cord-302067-yyw1he5j 87 7 likely likely RB cord-302067-yyw1he5j 87 8 be be VB cord-302067-yyw1he5j 87 9 10,000 10,000 CD cord-302067-yyw1he5j 87 10 excess excess JJ cord-302067-yyw1he5j 87 11 deaths death NNS cord-302067-yyw1he5j 87 12 from from IN cord-302067-yyw1he5j 87 13 breast breast NN cord-302067-yyw1he5j 87 14 and and CC cord-302067-yyw1he5j 87 15 colon colon NN cord-302067-yyw1he5j 87 16 cancers cancer NNS cord-302067-yyw1he5j 87 17 over over IN cord-302067-yyw1he5j 87 18 the the DT cord-302067-yyw1he5j 87 19 next next JJ cord-302067-yyw1he5j 87 20 decade decade NN cord-302067-yyw1he5j 87 21 due due IN cord-302067-yyw1he5j 87 22 to to IN cord-302067-yyw1he5j 87 23 the the DT cord-302067-yyw1he5j 87 24 impact impact NN cord-302067-yyw1he5j 87 25 of of IN cord-302067-yyw1he5j 87 26 the the DT cord-302067-yyw1he5j 87 27 pandemic pandemic NN cord-302067-yyw1he5j 87 28 on on IN cord-302067-yyw1he5j 87 29 delayed delayed JJ cord-302067-yyw1he5j 87 30 screening screening NN cord-302067-yyw1he5j 87 31 and and CC cord-302067-yyw1he5j 87 32 diagnosis diagnosis NN cord-302067-yyw1he5j 87 33 . . . cord-302067-yyw1he5j 88 1 21 21 CD cord-302067-yyw1he5j 89 1 In in IN cord-302067-yyw1he5j 89 2 addition addition NN cord-302067-yyw1he5j 89 3 , , , cord-302067-yyw1he5j 89 4 in in IN cord-302067-yyw1he5j 89 5 breast breast NN cord-302067-yyw1he5j 89 6 cancer cancer NN cord-302067-yyw1he5j 89 7 , , , cord-302067-yyw1he5j 89 8 it -PRON- PRP cord-302067-yyw1he5j 89 9 has have VBZ cord-302067-yyw1he5j 89 10 been be VBN cord-302067-yyw1he5j 89 11 reported report VBN cord-302067-yyw1he5j 89 12 that that IN cord-302067-yyw1he5j 89 13 more more JJR cord-302067-yyw1he5j 89 14 patients patient NNS cord-302067-yyw1he5j 89 15 are be VBP cord-302067-yyw1he5j 89 16 undergoing undergo VBG cord-302067-yyw1he5j 89 17 neoadjuvant neoadjuvant JJ cord-302067-yyw1he5j 89 18 ( ( -LRB- cord-302067-yyw1he5j 89 19 presurgical presurgical JJ cord-302067-yyw1he5j 89 20 ) ) -RRB- cord-302067-yyw1he5j 89 21 chemotherapy chemotherapy NN cord-302067-yyw1he5j 89 22 as as IN cord-302067-yyw1he5j 89 23 surgeries surgery NNS cord-302067-yyw1he5j 89 24 are be VBP cord-302067-yyw1he5j 89 25 delayed delay VBN cord-302067-yyw1he5j 89 26 . . . cord-302067-yyw1he5j 90 1 21 21 CD cord-302067-yyw1he5j 91 1 This this DT cord-302067-yyw1he5j 91 2 change change NN cord-302067-yyw1he5j 91 3 is be VBZ cord-302067-yyw1he5j 91 4 aimed aim VBN cord-302067-yyw1he5j 91 5 at at IN cord-302067-yyw1he5j 91 6 reducing reduce VBG cord-302067-yyw1he5j 91 7 the the DT cord-302067-yyw1he5j 91 8 amount amount NN cord-302067-yyw1he5j 91 9 of of IN cord-302067-yyw1he5j 91 10 time time NN cord-302067-yyw1he5j 91 11 patients patient NNS cord-302067-yyw1he5j 91 12 are be VBP cord-302067-yyw1he5j 91 13 in in IN cord-302067-yyw1he5j 91 14 the the DT cord-302067-yyw1he5j 91 15 hospital hospital NN cord-302067-yyw1he5j 91 16 , , , cord-302067-yyw1he5j 91 17 potentially potentially RB cord-302067-yyw1he5j 91 18 reducing reduce VBG cord-302067-yyw1he5j 91 19 COVID-19 COVID-19 JJR cord-302067-yyw1he5j 91 20 infection infection NN cord-302067-yyw1he5j 91 21 rates rate NNS cord-302067-yyw1he5j 91 22 for for IN cord-302067-yyw1he5j 91 23 these these DT cord-302067-yyw1he5j 91 24 vulnerable vulnerable JJ cord-302067-yyw1he5j 91 25 populations population NNS cord-302067-yyw1he5j 91 26 . . . cord-302067-yyw1he5j 92 1 New new JJ cord-302067-yyw1he5j 92 2 optical optical JJ cord-302067-yyw1he5j 92 3 RPM rpm NN cord-302067-yyw1he5j 92 4 technologies technology NNS cord-302067-yyw1he5j 92 5 may may MD cord-302067-yyw1he5j 92 6 help help VB cord-302067-yyw1he5j 92 7 address address VB cord-302067-yyw1he5j 92 8 these these DT cord-302067-yyw1he5j 92 9 secondary secondary JJ cord-302067-yyw1he5j 92 10 health health NN cord-302067-yyw1he5j 92 11 consequences consequence NNS cord-302067-yyw1he5j 92 12 by by IN cord-302067-yyw1he5j 92 13 increasing increase VBG cord-302067-yyw1he5j 92 14 access access NN cord-302067-yyw1he5j 92 15 to to IN cord-302067-yyw1he5j 92 16 diagnosis diagnosis NN cord-302067-yyw1he5j 92 17 , , , cord-302067-yyw1he5j 92 18 screening screening NN cord-302067-yyw1he5j 92 19 , , , cord-302067-yyw1he5j 92 20 and and CC cord-302067-yyw1he5j 92 21 even even RB cord-302067-yyw1he5j 92 22 treatment treatment NN cord-302067-yyw1he5j 92 23 . . . cord-302067-yyw1he5j 93 1 Wearable wearable JJ cord-302067-yyw1he5j 93 2 physiological physiological JJ cord-302067-yyw1he5j 93 3 monitors monitor NNS cord-302067-yyw1he5j 93 4 are be VBP cord-302067-yyw1he5j 93 5 also also RB cord-302067-yyw1he5j 93 6 being be VBG cord-302067-yyw1he5j 93 7 tested test VBN cord-302067-yyw1he5j 93 8 for for IN cord-302067-yyw1he5j 93 9 their -PRON- PRP$ cord-302067-yyw1he5j 93 10 potential potential NN cord-302067-yyw1he5j 93 11 to to TO cord-302067-yyw1he5j 93 12 assist assist VB cord-302067-yyw1he5j 93 13 in in IN cord-302067-yyw1he5j 93 14 COVID-19 covid-19 JJ cord-302067-yyw1he5j 93 15 diagnosis diagnosis NN cord-302067-yyw1he5j 93 16 . . . cord-302067-yyw1he5j 94 1 Several several JJ cord-302067-yyw1he5j 94 2 universities university NNS cord-302067-yyw1he5j 94 3 and and CC cord-302067-yyw1he5j 94 4 research research NN cord-302067-yyw1he5j 94 5 institutes institute NNS cord-302067-yyw1he5j 94 6 have have VBP cord-302067-yyw1he5j 94 7 partnered partner VBN cord-302067-yyw1he5j 94 8 with with IN cord-302067-yyw1he5j 94 9 consumer consumer NN cord-302067-yyw1he5j 94 10 wearable wearable JJ cord-302067-yyw1he5j 94 11 companies company NNS cord-302067-yyw1he5j 94 12 including include VBG cord-302067-yyw1he5j 94 13 Fitbit Fitbit NNP cord-302067-yyw1he5j 94 14 , , , cord-302067-yyw1he5j 94 15 Garmin Garmin NNP cord-302067-yyw1he5j 94 16 , , , cord-302067-yyw1he5j 94 17 and and CC cord-302067-yyw1he5j 94 18 Apple Apple NNP cord-302067-yyw1he5j 94 19 to to TO cord-302067-yyw1he5j 94 20 launch launch VB cord-302067-yyw1he5j 94 21 studies study NNS cord-302067-yyw1he5j 94 22 aimed aim VBN cord-302067-yyw1he5j 94 23 at at IN cord-302067-yyw1he5j 94 24 detecting detect VBG cord-302067-yyw1he5j 94 25 early early JJ cord-302067-yyw1he5j 94 26 signs sign NNS cord-302067-yyw1he5j 94 27 of of IN cord-302067-yyw1he5j 94 28 COVID-19 covid-19 JJ cord-302067-yyw1he5j 94 29 infection infection NN cord-302067-yyw1he5j 94 30 . . . cord-302067-yyw1he5j 95 1 As as IN cord-302067-yyw1he5j 95 2 with with IN cord-302067-yyw1he5j 95 3 the the DT cord-302067-yyw1he5j 95 4 Apple Apple NNP cord-302067-yyw1he5j 95 5 Watch Watch NNP cord-302067-yyw1he5j 95 6 study study NN cord-302067-yyw1he5j 95 7 described describe VBN cord-302067-yyw1he5j 95 8 earlier early RBR cord-302067-yyw1he5j 95 9 , , , cord-302067-yyw1he5j 95 10 some some DT cord-302067-yyw1he5j 95 11 of of IN cord-302067-yyw1he5j 95 12 these these DT cord-302067-yyw1he5j 95 13 studies study NNS cord-302067-yyw1he5j 95 14 are be VBP cord-302067-yyw1he5j 95 15 using use VBG cord-302067-yyw1he5j 95 16 a a DT cord-302067-yyw1he5j 95 17 pragmatic pragmatic JJ cord-302067-yyw1he5j 95 18 approach approach NN cord-302067-yyw1he5j 95 19 with with IN cord-302067-yyw1he5j 95 20 passive passive JJ cord-302067-yyw1he5j 95 21 monitoring monitoring NN cord-302067-yyw1he5j 95 22 of of IN cord-302067-yyw1he5j 95 23 large large JJ cord-302067-yyw1he5j 95 24 study study NN cord-302067-yyw1he5j 95 25 populations population NNS cord-302067-yyw1he5j 95 26 . . . cord-302067-yyw1he5j 96 1 One one CD cord-302067-yyw1he5j 96 2 recently recently RB cord-302067-yyw1he5j 96 3 posted post VBN cord-302067-yyw1he5j 96 4 preprint preprint NN cord-302067-yyw1he5j 96 5 analyzed analyze VBD cord-302067-yyw1he5j 96 6 4642 4642 CD cord-302067-yyw1he5j 96 7 smartwatch smartwatch NN cord-302067-yyw1he5j 96 8 wearers wearer NNS cord-302067-yyw1he5j 96 9 who who WP cord-302067-yyw1he5j 96 10 also also RB cord-302067-yyw1he5j 96 11 had have VBD cord-302067-yyw1he5j 96 12 self self NN cord-302067-yyw1he5j 96 13 - - HYPH cord-302067-yyw1he5j 96 14 reported report VBN cord-302067-yyw1he5j 96 15 COVID-19 covid-19 CD cord-302067-yyw1he5j 96 16 or or CC cord-302067-yyw1he5j 96 17 other other JJ cord-302067-yyw1he5j 96 18 infections infection NNS cord-302067-yyw1he5j 96 19 . . . cord-302067-yyw1he5j 97 1 22 22 CD cord-302067-yyw1he5j 98 1 The the DT cord-302067-yyw1he5j 98 2 authors author NNS cord-302067-yyw1he5j 98 3 found find VBD cord-302067-yyw1he5j 98 4 that that IN cord-302067-yyw1he5j 98 5 changes change NNS cord-302067-yyw1he5j 98 6 in in IN cord-302067-yyw1he5j 98 7 heart heart NN cord-302067-yyw1he5j 98 8 rate rate NN cord-302067-yyw1he5j 98 9 , , , cord-302067-yyw1he5j 98 10 steps step NNS cord-302067-yyw1he5j 98 11 , , , cord-302067-yyw1he5j 98 12 and and CC cord-302067-yyw1he5j 98 13 sleep sleep NN cord-302067-yyw1he5j 98 14 were be VBD cord-302067-yyw1he5j 98 15 present present JJ cord-302067-yyw1he5j 98 16 in in IN cord-302067-yyw1he5j 98 17 most most JJS cord-302067-yyw1he5j 98 18 COVID-19 covid-19 JJ cord-302067-yyw1he5j 98 19 cases case NNS cord-302067-yyw1he5j 98 20 , , , cord-302067-yyw1he5j 98 21 and and CC cord-302067-yyw1he5j 98 22 that that IN cord-302067-yyw1he5j 98 23 many many JJ cord-302067-yyw1he5j 98 24 of of IN cord-302067-yyw1he5j 98 25 these these DT cord-302067-yyw1he5j 98 26 changes change NNS cord-302067-yyw1he5j 98 27 were be VBD cord-302067-yyw1he5j 98 28 present present JJ cord-302067-yyw1he5j 98 29 prior prior RB cord-302067-yyw1he5j 98 30 to to IN cord-302067-yyw1he5j 98 31 or or CC cord-302067-yyw1he5j 98 32 at at IN cord-302067-yyw1he5j 98 33 the the DT cord-302067-yyw1he5j 98 34 onset onset NN cord-302067-yyw1he5j 98 35 of of IN cord-302067-yyw1he5j 98 36 symptoms symptom NNS cord-302067-yyw1he5j 98 37 . . . cord-302067-yyw1he5j 99 1 They -PRON- PRP cord-302067-yyw1he5j 99 2 also also RB cord-302067-yyw1he5j 99 3 reported report VBD cord-302067-yyw1he5j 99 4 an an DT cord-302067-yyw1he5j 99 5 online online JJ cord-302067-yyw1he5j 99 6 , , , cord-302067-yyw1he5j 99 7 real real JJ cord-302067-yyw1he5j 99 8 - - HYPH cord-302067-yyw1he5j 99 9 time time NN cord-302067-yyw1he5j 99 10 detection detection NN cord-302067-yyw1he5j 99 11 algorithm algorithm NN cord-302067-yyw1he5j 99 12 that that WDT cord-302067-yyw1he5j 99 13 could could MD cord-302067-yyw1he5j 99 14 identify identify VB cord-302067-yyw1he5j 99 15 67 67 CD cord-302067-yyw1he5j 99 16 % % NN cord-302067-yyw1he5j 99 17 of of IN cord-302067-yyw1he5j 99 18 cases case NNS cord-302067-yyw1he5j 99 19 at at IN cord-302067-yyw1he5j 99 20 or or CC cord-302067-yyw1he5j 99 21 before before IN cord-302067-yyw1he5j 99 22 symptoms symptom NNS cord-302067-yyw1he5j 99 23 occurred occur VBD cord-302067-yyw1he5j 99 24 . . . cord-302067-yyw1he5j 100 1 I -PRON- PRP cord-302067-yyw1he5j 100 2 refer refer VBP cord-302067-yyw1he5j 100 3 readers reader NNS cord-302067-yyw1he5j 100 4 to to IN cord-302067-yyw1he5j 100 5 the the DT cord-302067-yyw1he5j 100 6 recent recent JJ cord-302067-yyw1he5j 100 7 review review NN cord-302067-yyw1he5j 100 8 by by IN cord-302067-yyw1he5j 100 9 Seshadri Seshadri NNP cord-302067-yyw1he5j 100 10 et et NNP cord-302067-yyw1he5j 100 11 al al NNP cord-302067-yyw1he5j 100 12 . . . cord-302067-yyw1he5j 101 1 23 23 CD cord-302067-yyw1he5j 101 2 for for IN cord-302067-yyw1he5j 101 3 an an DT cord-302067-yyw1he5j 101 4 in in IN cord-302067-yyw1he5j 101 5 depth depth NN cord-302067-yyw1he5j 101 6 description description NN cord-302067-yyw1he5j 101 7 of of IN cord-302067-yyw1he5j 101 8 wearable wearable JJ cord-302067-yyw1he5j 101 9 technologies technology NNS cord-302067-yyw1he5j 101 10 for for IN cord-302067-yyw1he5j 101 11 COVID-19 COVID-19 NNP cord-302067-yyw1he5j 101 12 . . . cord-302067-yyw1he5j 102 1 The the DT cord-302067-yyw1he5j 102 2 changes change NNS cord-302067-yyw1he5j 102 3 described describe VBN cord-302067-yyw1he5j 102 4 above above IN cord-302067-yyw1he5j 102 5 provide provide VB cord-302067-yyw1he5j 102 6 substantial substantial JJ cord-302067-yyw1he5j 102 7 opportunities opportunity NNS cord-302067-yyw1he5j 102 8 for for IN cord-302067-yyw1he5j 102 9 the the DT cord-302067-yyw1he5j 102 10 biomedical biomedical JJ cord-302067-yyw1he5j 102 11 optics optic NNS cord-302067-yyw1he5j 102 12 community community NN cord-302067-yyw1he5j 102 13 to to TO cord-302067-yyw1he5j 102 14 develop develop VB cord-302067-yyw1he5j 102 15 , , , cord-302067-yyw1he5j 102 16 test test VB cord-302067-yyw1he5j 102 17 , , , cord-302067-yyw1he5j 102 18 and and CC cord-302067-yyw1he5j 102 19 commercialize commercialize VB cord-302067-yyw1he5j 102 20 new new JJ cord-302067-yyw1he5j 102 21 optically optically RB cord-302067-yyw1he5j 102 22 based base VBN cord-302067-yyw1he5j 102 23 wearable wearable JJ cord-302067-yyw1he5j 102 24 and and CC cord-302067-yyw1he5j 102 25 RPM rpm NN cord-302067-yyw1he5j 102 26 technologies technology NNS cord-302067-yyw1he5j 102 27 to to TO cord-302067-yyw1he5j 102 28 meet meet VB cord-302067-yyw1he5j 102 29 the the DT cord-302067-yyw1he5j 102 30 needs need NNS cord-302067-yyw1he5j 102 31 of of IN cord-302067-yyw1he5j 102 32 changing change VBG cord-302067-yyw1he5j 102 33 healthcare healthcare NN cord-302067-yyw1he5j 102 34 delivery delivery NN cord-302067-yyw1he5j 102 35 modes mode NNS cord-302067-yyw1he5j 102 36 . . . cord-302067-yyw1he5j 103 1 There there EX cord-302067-yyw1he5j 103 2 are be VBP cord-302067-yyw1he5j 103 3 already already RB cord-302067-yyw1he5j 103 4 examples example NNS cord-302067-yyw1he5j 103 5 of of IN cord-302067-yyw1he5j 103 6 increased increase VBN cord-302067-yyw1he5j 103 7 optical optical JJ cord-302067-yyw1he5j 103 8 RPM rpm NN cord-302067-yyw1he5j 103 9 adoption adoption NN cord-302067-yyw1he5j 103 10 during during IN cord-302067-yyw1he5j 103 11 the the DT cord-302067-yyw1he5j 103 12 pandemic pandemic NN cord-302067-yyw1he5j 103 13 . . . cord-302067-yyw1he5j 104 1 Pulse pulse NN cord-302067-yyw1he5j 104 2 - - HYPH cord-302067-yyw1he5j 104 3 oximetry oximetry NN cord-302067-yyw1he5j 104 4 , , , cord-302067-yyw1he5j 104 5 one one CD cord-302067-yyw1he5j 104 6 of of IN cord-302067-yyw1he5j 104 7 the the DT cord-302067-yyw1he5j 104 8 most most RBS cord-302067-yyw1he5j 104 9 ubiquitous ubiquitous JJ cord-302067-yyw1he5j 104 10 physiological physiological JJ cord-302067-yyw1he5j 104 11 measurements measurement NNS cord-302067-yyw1he5j 104 12 in in IN cord-302067-yyw1he5j 104 13 healthcare healthcare NN cord-302067-yyw1he5j 104 14 , , , cord-302067-yyw1he5j 104 15 has have VBZ cord-302067-yyw1he5j 104 16 undergone undergo VBN cord-302067-yyw1he5j 104 17 increased increase VBN cord-302067-yyw1he5j 104 18 at at IN cord-302067-yyw1he5j 104 19 - - HYPH cord-302067-yyw1he5j 104 20 home home NN cord-302067-yyw1he5j 104 21 use use NN cord-302067-yyw1he5j 104 22 as as IN cord-302067-yyw1he5j 104 23 reports report NNS cord-302067-yyw1he5j 104 24 indicate indicate VBP cord-302067-yyw1he5j 104 25 that that IN cord-302067-yyw1he5j 104 26 low low JJ cord-302067-yyw1he5j 104 27 SpO spo JJ cord-302067-yyw1he5j 104 28 2 2 CD cord-302067-yyw1he5j 104 29 may may MD cord-302067-yyw1he5j 104 30 be be VB cord-302067-yyw1he5j 104 31 an an DT cord-302067-yyw1he5j 104 32 important important JJ cord-302067-yyw1he5j 104 33 indicator indicator NN cord-302067-yyw1he5j 104 34 of of IN cord-302067-yyw1he5j 104 35 COVID-19 covid-19 JJ cord-302067-yyw1he5j 104 36 infection infection NN cord-302067-yyw1he5j 104 37 . . . cord-302067-yyw1he5j 105 1 24 24 CD cord-302067-yyw1he5j 106 1 One one CD cord-302067-yyw1he5j 106 2 recent recent JJ cord-302067-yyw1he5j 106 3 study study NN cord-302067-yyw1he5j 106 4 found find VBD cord-302067-yyw1he5j 106 5 that that IN cord-302067-yyw1he5j 106 6 SpO spo JJ cord-302067-yyw1he5j 106 7 2 2 CD cord-302067-yyw1he5j 106 8 levels level NNS cord-302067-yyw1he5j 106 9 < < XX cord-302067-yyw1he5j 106 10 92 92 CD cord-302067-yyw1he5j 106 11 % % NN cord-302067-yyw1he5j 106 12 , , , cord-302067-yyw1he5j 106 13 when when WRB cord-302067-yyw1he5j 106 14 measured measure VBN cord-302067-yyw1he5j 106 15 at at IN cord-302067-yyw1he5j 106 16 home home NN cord-302067-yyw1he5j 106 17 after after IN cord-302067-yyw1he5j 106 18 an an DT cord-302067-yyw1he5j 106 19 initial initial JJ cord-302067-yyw1he5j 106 20 nonsevere nonsevere JJ cord-302067-yyw1he5j 106 21 COVID-19 covid-19 JJ cord-302067-yyw1he5j 106 22 diagnosis diagnosis NN cord-302067-yyw1he5j 106 23 , , , cord-302067-yyw1he5j 106 24 was be VBD cord-302067-yyw1he5j 106 25 an an DT cord-302067-yyw1he5j 106 26 indicator indicator NN cord-302067-yyw1he5j 106 27 for for IN cord-302067-yyw1he5j 106 28 the the DT cord-302067-yyw1he5j 106 29 need need NN cord-302067-yyw1he5j 106 30 for for IN cord-302067-yyw1he5j 106 31 subsequent subsequent JJ cord-302067-yyw1he5j 106 32 hospitalization hospitalization NN cord-302067-yyw1he5j 106 33 . . . cord-302067-yyw1he5j 107 1 25 25 CD cord-302067-yyw1he5j 107 2 I -PRON- PRP cord-302067-yyw1he5j 107 3 note note VBP cord-302067-yyw1he5j 107 4 that that IN cord-302067-yyw1he5j 107 5 these these DT cord-302067-yyw1he5j 107 6 studies study NNS cord-302067-yyw1he5j 107 7 had have VBD cord-302067-yyw1he5j 107 8 small small JJ cord-302067-yyw1he5j 107 9 sample sample NN cord-302067-yyw1he5j 107 10 sizes size NNS cord-302067-yyw1he5j 107 11 , , , cord-302067-yyw1he5j 107 12 and and CC cord-302067-yyw1he5j 107 13 thus thus RB cord-302067-yyw1he5j 107 14 results result VBZ cord-302067-yyw1he5j 107 15 need need VBP cord-302067-yyw1he5j 107 16 to to TO cord-302067-yyw1he5j 107 17 be be VB cord-302067-yyw1he5j 107 18 rigorously rigorously RB cord-302067-yyw1he5j 107 19 confirmed confirm VBN cord-302067-yyw1he5j 107 20 . . . cord-302067-yyw1he5j 108 1 Current current JJ cord-302067-yyw1he5j 108 2 commercial commercial JJ cord-302067-yyw1he5j 108 3 wearables wearable NNS cord-302067-yyw1he5j 108 4 and and CC cord-302067-yyw1he5j 108 5 RPM rpm NN cord-302067-yyw1he5j 108 6 technologies technology NNS cord-302067-yyw1he5j 108 7 only only RB cord-302067-yyw1he5j 108 8 utilize utilize VBP cord-302067-yyw1he5j 108 9 a a DT cord-302067-yyw1he5j 108 10 small small JJ cord-302067-yyw1he5j 108 11 portion portion NN cord-302067-yyw1he5j 108 12 of of IN cord-302067-yyw1he5j 108 13 the the DT cord-302067-yyw1he5j 108 14 physiological physiological JJ cord-302067-yyw1he5j 108 15 data datum NNS cord-302067-yyw1he5j 108 16 accessible accessible JJ cord-302067-yyw1he5j 108 17 with with IN cord-302067-yyw1he5j 108 18 optical optical JJ cord-302067-yyw1he5j 108 19 techniques technique NNS cord-302067-yyw1he5j 108 20 . . . cord-302067-yyw1he5j 109 1 Fortunately fortunately RB cord-302067-yyw1he5j 109 2 , , , cord-302067-yyw1he5j 109 3 there there EX cord-302067-yyw1he5j 109 4 has have VBZ cord-302067-yyw1he5j 109 5 been be VBN cord-302067-yyw1he5j 109 6 a a DT cord-302067-yyw1he5j 109 7 growing grow VBG cord-302067-yyw1he5j 109 8 interest interest NN cord-302067-yyw1he5j 109 9 in in IN cord-302067-yyw1he5j 109 10 academia academia NN cord-302067-yyw1he5j 109 11 and and CC cord-302067-yyw1he5j 109 12 industry industry NN cord-302067-yyw1he5j 109 13 to to TO cord-302067-yyw1he5j 109 14 develop develop VB cord-302067-yyw1he5j 109 15 more more RBR cord-302067-yyw1he5j 109 16 advanced advanced JJ cord-302067-yyw1he5j 109 17 and and CC cord-302067-yyw1he5j 109 18 new new JJ cord-302067-yyw1he5j 109 19 optical optical JJ cord-302067-yyw1he5j 109 20 wearables wearable NNS cord-302067-yyw1he5j 109 21 for for IN cord-302067-yyw1he5j 109 22 RPM rpm NN cord-302067-yyw1he5j 109 23 technologies technology NNS cord-302067-yyw1he5j 109 24 . . . cord-302067-yyw1he5j 110 1 Table table NN cord-302067-yyw1he5j 110 2 1 1 CD cord-302067-yyw1he5j 110 3 contains contain VBZ cord-302067-yyw1he5j 110 4 an an DT cord-302067-yyw1he5j 110 5 abbreviated abbreviated JJ cord-302067-yyw1he5j 110 6 summary summary NN cord-302067-yyw1he5j 110 7 of of IN cord-302067-yyw1he5j 110 8 optically optically RB cord-302067-yyw1he5j 110 9 derived derive VBN cord-302067-yyw1he5j 110 10 physiologic physiologic JJ cord-302067-yyw1he5j 110 11 and and CC cord-302067-yyw1he5j 110 12 diagnostic diagnostic JJ cord-302067-yyw1he5j 110 13 parameters parameter NNS cord-302067-yyw1he5j 110 14 relevant relevant JJ cord-302067-yyw1he5j 110 15 to to IN cord-302067-yyw1he5j 110 16 wearables wearable NNS cord-302067-yyw1he5j 110 17 and and CC cord-302067-yyw1he5j 110 18 RPM rpm NN cord-302067-yyw1he5j 110 19 technologies technology NNS cord-302067-yyw1he5j 110 20 . . . cord-302067-yyw1he5j 111 1 The the DT cord-302067-yyw1he5j 111 2 table table NN cord-302067-yyw1he5j 111 3 also also RB cord-302067-yyw1he5j 111 4 lists list VBZ cord-302067-yyw1he5j 111 5 examples example NNS cord-302067-yyw1he5j 111 6 of of IN cord-302067-yyw1he5j 111 7 wearable wearable JJ cord-302067-yyw1he5j 111 8 or or CC cord-302067-yyw1he5j 111 9 portable portable JJ cord-302067-yyw1he5j 111 10 versions version NNS cord-302067-yyw1he5j 111 11 of of IN cord-302067-yyw1he5j 111 12 optical optical JJ cord-302067-yyw1he5j 111 13 techniques technique NNS cord-302067-yyw1he5j 111 14 capable capable JJ cord-302067-yyw1he5j 111 15 of of IN cord-302067-yyw1he5j 111 16 measuring measure VBG cord-302067-yyw1he5j 111 17 these these DT cord-302067-yyw1he5j 111 18 parameters parameter NNS cord-302067-yyw1he5j 111 19 . . . cord-302067-yyw1he5j 112 1 The the DT cord-302067-yyw1he5j 112 2 table table NN cord-302067-yyw1he5j 112 3 is be VBZ cord-302067-yyw1he5j 112 4 limited limit VBN cord-302067-yyw1he5j 112 5 to to IN cord-302067-yyw1he5j 112 6 in in IN cord-302067-yyw1he5j 112 7 vivo vivo FW cord-302067-yyw1he5j 112 8 physiological physiological JJ cord-302067-yyw1he5j 112 9 monitoring monitoring NN cord-302067-yyw1he5j 112 10 and and CC cord-302067-yyw1he5j 112 11 does do VBZ cord-302067-yyw1he5j 112 12 not not RB cord-302067-yyw1he5j 112 13 include include VB cord-302067-yyw1he5j 112 14 optical optical JJ cord-302067-yyw1he5j 112 15 technologies technology NNS cord-302067-yyw1he5j 112 16 for for IN cord-302067-yyw1he5j 112 17 quantifying quantify VBG cord-302067-yyw1he5j 112 18 biosamples biosample NNS cord-302067-yyw1he5j 112 19 such such JJ cord-302067-yyw1he5j 112 20 as as IN cord-302067-yyw1he5j 112 21 blood blood NN cord-302067-yyw1he5j 112 22 , , , cord-302067-yyw1he5j 112 23 urine urine NN cord-302067-yyw1he5j 112 24 , , , cord-302067-yyw1he5j 112 25 feces fece NNS cord-302067-yyw1he5j 112 26 , , , cord-302067-yyw1he5j 112 27 etc etc FW cord-302067-yyw1he5j 112 28 . . . cord-302067-yyw1he5j 113 1 Examples example NNS cord-302067-yyw1he5j 113 2 include include VBP cord-302067-yyw1he5j 113 3 diffuse diffuse VB cord-302067-yyw1he5j 113 4 optical optical JJ cord-302067-yyw1he5j 113 5 wearables wearable NNS cord-302067-yyw1he5j 113 6 for for IN cord-302067-yyw1he5j 113 7 fitness fitness NN cord-302067-yyw1he5j 113 8 monitoring monitoring NN cord-302067-yyw1he5j 113 9 , , , cord-302067-yyw1he5j 113 10 30 30 CD cord-302067-yyw1he5j 113 11 ambulatory ambulatory JJ cord-302067-yyw1he5j 113 12 monitoring monitoring NN cord-302067-yyw1he5j 113 13 , , , cord-302067-yyw1he5j 113 14 31 31 CD cord-302067-yyw1he5j 113 15 breast breast NN cord-302067-yyw1he5j 113 16 cancer cancer NN cord-302067-yyw1he5j 113 17 therapy therapy NN cord-302067-yyw1he5j 113 18 monitoring monitoring NN cord-302067-yyw1he5j 113 19 , , , cord-302067-yyw1he5j 113 20 32 32 CD cord-302067-yyw1he5j 113 21 and and CC cord-302067-yyw1he5j 113 22 neuroapplications neuroapplication NNS cord-302067-yyw1he5j 113 23 . . . cord-302067-yyw1he5j 114 1 33 33 CD cord-302067-yyw1he5j 114 2 There there EX cord-302067-yyw1he5j 114 3 has have VBZ cord-302067-yyw1he5j 114 4 also also RB cord-302067-yyw1he5j 114 5 been be VBN cord-302067-yyw1he5j 114 6 substantial substantial JJ cord-302067-yyw1he5j 114 7 development development NN cord-302067-yyw1he5j 114 8 of of IN cord-302067-yyw1he5j 114 9 smartphone smartphone NN cord-302067-yyw1he5j 114 10 - - HYPH cord-302067-yyw1he5j 114 11 based base VBN cord-302067-yyw1he5j 114 12 optical optical JJ cord-302067-yyw1he5j 114 13 platforms platform NNS cord-302067-yyw1he5j 114 14 for for IN cord-302067-yyw1he5j 114 15 dermoscopy dermoscopy NNP cord-302067-yyw1he5j 114 16 and and CC cord-302067-yyw1he5j 114 17 point point NN cord-302067-yyw1he5j 114 18 - - HYPH cord-302067-yyw1he5j 114 19 of of IN cord-302067-yyw1he5j 114 20 - - HYPH cord-302067-yyw1he5j 114 21 care care NN cord-302067-yyw1he5j 114 22 diagnoses diagnosis NNS cord-302067-yyw1he5j 114 23 for for IN cord-302067-yyw1he5j 114 24 an an DT cord-302067-yyw1he5j 114 25 array array NN cord-302067-yyw1he5j 114 26 of of IN cord-302067-yyw1he5j 114 27 diseases disease NNS cord-302067-yyw1he5j 114 28 and and CC cord-302067-yyw1he5j 114 29 conditions condition NNS cord-302067-yyw1he5j 114 30 . . . cord-302067-yyw1he5j 115 1 48 48 CD cord-302067-yyw1he5j 115 2 Some some DT cord-302067-yyw1he5j 115 3 of of IN cord-302067-yyw1he5j 115 4 the the DT cord-302067-yyw1he5j 115 5 technologies technology NNS cord-302067-yyw1he5j 115 6 in in IN cord-302067-yyw1he5j 115 7 Table Table NNP cord-302067-yyw1he5j 115 8 1 1 CD cord-302067-yyw1he5j 115 9 , , , cord-302067-yyw1he5j 115 10 including include VBG cord-302067-yyw1he5j 115 11 low low JJ cord-302067-yyw1he5j 115 12 - - HYPH cord-302067-yyw1he5j 115 13 cost cost NN cord-302067-yyw1he5j 115 14 colposcopy colposcopy NN cord-302067-yyw1he5j 115 15 , , , cord-302067-yyw1he5j 115 16 capillaroscopy capillaroscopy NN cord-302067-yyw1he5j 115 17 , , , cord-302067-yyw1he5j 115 18 and and CC cord-302067-yyw1he5j 115 19 microendoscopy microendoscopy NNP cord-302067-yyw1he5j 115 20 , , , cord-302067-yyw1he5j 115 21 have have VBP cord-302067-yyw1he5j 115 22 been be VBN cord-302067-yyw1he5j 115 23 developed develop VBN cord-302067-yyw1he5j 115 24 for for IN cord-302067-yyw1he5j 115 25 low low JJ cord-302067-yyw1he5j 115 26 - - HYPH cord-302067-yyw1he5j 115 27 resource resource NN cord-302067-yyw1he5j 115 28 and and CC cord-302067-yyw1he5j 115 29 global global JJ cord-302067-yyw1he5j 115 30 health health NN cord-302067-yyw1he5j 115 31 applications application NNS cord-302067-yyw1he5j 115 32 . . . cord-302067-yyw1he5j 116 1 29 29 CD cord-302067-yyw1he5j 116 2 , , , cord-302067-yyw1he5j 116 3 [ [ -LRB- cord-302067-yyw1he5j 116 4 49 49 CD cord-302067-yyw1he5j 116 5 ] ] -RRB- cord-302067-yyw1he5j 117 1 [ [ -LRB- cord-302067-yyw1he5j 117 2 50 50 CD cord-302067-yyw1he5j 117 3 ] ] -RRB- cord-302067-yyw1he5j 118 1 [ [ -LRB- cord-302067-yyw1he5j 118 2 51 51 CD cord-302067-yyw1he5j 118 3 ] ] -RRB- cord-302067-yyw1he5j 119 1 Overall overall RB cord-302067-yyw1he5j 119 2 , , , cord-302067-yyw1he5j 119 3 the the DT cord-302067-yyw1he5j 119 4 optical optical JJ cord-302067-yyw1he5j 119 5 technologies technology NNS cord-302067-yyw1he5j 119 6 listed list VBN cord-302067-yyw1he5j 119 7 in in IN cord-302067-yyw1he5j 119 8 Table Table NNP cord-302067-yyw1he5j 119 9 1 1 CD cord-302067-yyw1he5j 119 10 are be VBP cord-302067-yyw1he5j 119 11 well well RB cord-302067-yyw1he5j 119 12 positioned position VBN cord-302067-yyw1he5j 119 13 to to TO cord-302067-yyw1he5j 119 14 be be VB cord-302067-yyw1he5j 119 15 adapted adapt VBN cord-302067-yyw1he5j 119 16 and and CC cord-302067-yyw1he5j 119 17 implemented implement VBN cord-302067-yyw1he5j 119 18 for for IN cord-302067-yyw1he5j 119 19 RPM rpm NN cord-302067-yyw1he5j 119 20 . . . cord-302067-yyw1he5j 120 1 While while IN cord-302067-yyw1he5j 120 2 some some DT cord-302067-yyw1he5j 120 3 of of IN cord-302067-yyw1he5j 120 4 the the DT cord-302067-yyw1he5j 120 5 parameters parameter NNS cord-302067-yyw1he5j 120 6 and and CC cord-302067-yyw1he5j 120 7 associated associated JJ cord-302067-yyw1he5j 120 8 technologies technology NNS cord-302067-yyw1he5j 120 9 in in IN cord-302067-yyw1he5j 120 10 Table table NN cord-302067-yyw1he5j 120 11 1 1 CD cord-302067-yyw1he5j 120 12 are be VBP cord-302067-yyw1he5j 120 13 already already RB cord-302067-yyw1he5j 120 14 available available JJ cord-302067-yyw1he5j 120 15 in in IN cord-302067-yyw1he5j 120 16 highly highly RB cord-302067-yyw1he5j 120 17 wearable wearable JJ cord-302067-yyw1he5j 120 18 or or CC cord-302067-yyw1he5j 120 19 portable portable JJ cord-302067-yyw1he5j 120 20 formats format NNS cord-302067-yyw1he5j 120 21 , , , cord-302067-yyw1he5j 120 22 including include VBG cord-302067-yyw1he5j 120 23 heart heart NN cord-302067-yyw1he5j 120 24 rate rate NN cord-302067-yyw1he5j 120 25 , , , cord-302067-yyw1he5j 120 26 PPG PPG NNP cord-302067-yyw1he5j 120 27 , , , cord-302067-yyw1he5j 120 28 and and CC cord-302067-yyw1he5j 120 29 some some DT cord-302067-yyw1he5j 120 30 types type NNS cord-302067-yyw1he5j 120 31 of of IN cord-302067-yyw1he5j 120 32 tissue tissue NN cord-302067-yyw1he5j 120 33 oxygen oxygen NN cord-302067-yyw1he5j 120 34 saturation saturation NN cord-302067-yyw1he5j 120 35 measurements measurement NNS cord-302067-yyw1he5j 120 36 , , , cord-302067-yyw1he5j 120 37 other other JJ cord-302067-yyw1he5j 120 38 parameters parameter NNS cord-302067-yyw1he5j 120 39 and and CC cord-302067-yyw1he5j 120 40 technologies technology NNS cord-302067-yyw1he5j 120 41 will will MD cord-302067-yyw1he5j 120 42 require require VB cord-302067-yyw1he5j 120 43 substantially substantially RB cord-302067-yyw1he5j 120 44 more more JJR cord-302067-yyw1he5j 120 45 development development NN cord-302067-yyw1he5j 120 46 to to TO cord-302067-yyw1he5j 120 47 become become VB cord-302067-yyw1he5j 120 48 home home NN cord-302067-yyw1he5j 120 49 or or CC cord-302067-yyw1he5j 120 50 wearable wearable JJ cord-302067-yyw1he5j 120 51 technologies technology NNS cord-302067-yyw1he5j 120 52 that that WDT cord-302067-yyw1he5j 120 53 can can MD cord-302067-yyw1he5j 120 54 operate operate VB cord-302067-yyw1he5j 120 55 without without IN cord-302067-yyw1he5j 120 56 expert expert JJ cord-302067-yyw1he5j 120 57 users user NNS cord-302067-yyw1he5j 120 58 present present JJ cord-302067-yyw1he5j 120 59 . . . cord-302067-yyw1he5j 121 1 These these DT cord-302067-yyw1he5j 121 2 include include VBP cord-302067-yyw1he5j 121 3 , , , cord-302067-yyw1he5j 121 4 but but CC cord-302067-yyw1he5j 121 5 are be VBP cord-302067-yyw1he5j 121 6 not not RB cord-302067-yyw1he5j 121 7 limited limited JJ cord-302067-yyw1he5j 121 8 to to IN cord-302067-yyw1he5j 121 9 , , , cord-302067-yyw1he5j 121 10 frequency frequency NN cord-302067-yyw1he5j 121 11 - - HYPH cord-302067-yyw1he5j 121 12 domain domain NN cord-302067-yyw1he5j 121 13 and and CC cord-302067-yyw1he5j 121 14 time time NN cord-302067-yyw1he5j 121 15 - - HYPH cord-302067-yyw1he5j 121 16 domain domain NN cord-302067-yyw1he5j 121 17 diffuse diffuse VB cord-302067-yyw1he5j 121 18 optical optical JJ cord-302067-yyw1he5j 121 19 spectroscopy spectroscopy NN cord-302067-yyw1he5j 121 20 ( ( -LRB- cord-302067-yyw1he5j 121 21 FD FD NNP cord-302067-yyw1he5j 121 22 - - HYPH cord-302067-yyw1he5j 121 23 DOS DOS NNP cord-302067-yyw1he5j 121 24 and and CC cord-302067-yyw1he5j 121 25 TD TD NNP cord-302067-yyw1he5j 121 26 - - HYPH cord-302067-yyw1he5j 121 27 DOS DOS NNP cord-302067-yyw1he5j 121 28 ) ) -RRB- cord-302067-yyw1he5j 121 29 , , , cord-302067-yyw1he5j 121 30 which which WDT cord-302067-yyw1he5j 121 31 can can MD cord-302067-yyw1he5j 121 32 measure measure VB cord-302067-yyw1he5j 121 33 absolute absolute JJ cord-302067-yyw1he5j 121 34 concentrations concentration NNS cord-302067-yyw1he5j 121 35 of of IN cord-302067-yyw1he5j 121 36 tissue tissue NN cord-302067-yyw1he5j 121 37 chromophores chromophore NNS cord-302067-yyw1he5j 121 38 including include VBG cord-302067-yyw1he5j 121 39 oxy oxy NN cord-302067-yyw1he5j 121 40 - - HYPH cord-302067-yyw1he5j 121 41 and and CC cord-302067-yyw1he5j 121 42 deoxyhemoglobin deoxyhemoglobin NN cord-302067-yyw1he5j 121 43 , , , cord-302067-yyw1he5j 121 44 as as RB cord-302067-yyw1he5j 121 45 well well RB cord-302067-yyw1he5j 121 46 as as IN cord-302067-yyw1he5j 121 47 optical optical JJ cord-302067-yyw1he5j 121 48 coherence coherence NN cord-302067-yyw1he5j 121 49 tomography tomography NN cord-302067-yyw1he5j 121 50 ( ( -LRB- cord-302067-yyw1he5j 121 51 OCT OCT NNP cord-302067-yyw1he5j 121 52 ) ) -RRB- cord-302067-yyw1he5j 121 53 , , , cord-302067-yyw1he5j 121 54 which which WDT cord-302067-yyw1he5j 121 55 can can MD cord-302067-yyw1he5j 121 56 provide provide VB cord-302067-yyw1he5j 121 57 high high JJ cord-302067-yyw1he5j 121 58 - - HYPH cord-302067-yyw1he5j 121 59 resolution resolution NN cord-302067-yyw1he5j 121 60 imaging imaging NN cord-302067-yyw1he5j 121 61 of of IN cord-302067-yyw1he5j 121 62 tissues tissue NNS cord-302067-yyw1he5j 121 63 up up IN cord-302067-yyw1he5j 121 64 to to IN cord-302067-yyw1he5j 121 65 several several JJ cord-302067-yyw1he5j 121 66 mm mm NNP cord-302067-yyw1he5j 121 67 's 's POS cord-302067-yyw1he5j 121 68 deep deep JJ cord-302067-yyw1he5j 121 69 . . . cord-302067-yyw1he5j 122 1 Recent recent JJ cord-302067-yyw1he5j 122 2 advances advance NNS cord-302067-yyw1he5j 122 3 in in IN cord-302067-yyw1he5j 122 4 miniaturization miniaturization NN cord-302067-yyw1he5j 122 5 of of IN cord-302067-yyw1he5j 122 6 FD FD NNP cord-302067-yyw1he5j 122 7 - - HYPH cord-302067-yyw1he5j 122 8 DOS DOS NNP cord-302067-yyw1he5j 122 9 and and CC cord-302067-yyw1he5j 122 10 TD TD NNP cord-302067-yyw1he5j 122 11 - - HYPH cord-302067-yyw1he5j 122 12 DOS DOS NNP cord-302067-yyw1he5j 122 13 detectors detector NNS cord-302067-yyw1he5j 122 14 and and CC cord-302067-yyw1he5j 122 15 electronics electronic NNS cord-302067-yyw1he5j 122 16 , , , cord-302067-yyw1he5j 122 17 and and CC cord-302067-yyw1he5j 122 18 portable portable JJ cord-302067-yyw1he5j 122 19 OCT OCT NNP cord-302067-yyw1he5j 122 20 technologies technology NNS cord-302067-yyw1he5j 122 21 , , , cord-302067-yyw1he5j 122 22 suggest suggest VBP cord-302067-yyw1he5j 122 23 that that IN cord-302067-yyw1he5j 122 24 highly highly RB cord-302067-yyw1he5j 122 25 portable portable JJ cord-302067-yyw1he5j 122 26 versions version NNS cord-302067-yyw1he5j 122 27 of of IN cord-302067-yyw1he5j 122 28 these these DT cord-302067-yyw1he5j 122 29 techniques technique NNS cord-302067-yyw1he5j 122 30 may may MD cord-302067-yyw1he5j 122 31 be be VB cord-302067-yyw1he5j 122 32 available available JJ cord-302067-yyw1he5j 122 33 in in IN cord-302067-yyw1he5j 122 34 the the DT cord-302067-yyw1he5j 122 35 future future NN cord-302067-yyw1he5j 122 36 . . . cord-302067-yyw1he5j 123 1 [ [ -LRB- cord-302067-yyw1he5j 123 2 37 37 CD cord-302067-yyw1he5j 123 3 ] ] -RRB- cord-302067-yyw1he5j 123 4 [ [ -LRB- cord-302067-yyw1he5j 123 5 38 38 CD cord-302067-yyw1he5j 123 6 ] ] -RRB- cord-302067-yyw1he5j 124 1 [ [ -LRB- cord-302067-yyw1he5j 124 2 39 39 CD cord-302067-yyw1he5j 124 3 ] ] -RRB- cord-302067-yyw1he5j 124 4 41 41 CD cord-302067-yyw1he5j 125 1 These these DT cord-302067-yyw1he5j 125 2 and and CC cord-302067-yyw1he5j 125 3 similar similar JJ cord-302067-yyw1he5j 125 4 technologies technology NNS cord-302067-yyw1he5j 125 5 may may MD cord-302067-yyw1he5j 125 6 be be VB cord-302067-yyw1he5j 125 7 well well RB cord-302067-yyw1he5j 125 8 suited suited JJ cord-302067-yyw1he5j 125 9 to to IN cord-302067-yyw1he5j 125 10 mobile mobile JJ cord-302067-yyw1he5j 125 11 - - HYPH cord-302067-yyw1he5j 125 12 health health NN cord-302067-yyw1he5j 125 13 clinics clinic NNS cord-302067-yyw1he5j 125 14 , , , cord-302067-yyw1he5j 125 15 outpatient outpatient NN cord-302067-yyw1he5j 125 16 clinics clinic NNS cord-302067-yyw1he5j 125 17 , , , cord-302067-yyw1he5j 125 18 and and CC cord-302067-yyw1he5j 125 19 other other JJ cord-302067-yyw1he5j 125 20 so so RB cord-302067-yyw1he5j 125 21 - - HYPH cord-302067-yyw1he5j 125 22 called call VBN cord-302067-yyw1he5j 125 23 " " `` cord-302067-yyw1he5j 125 24 off off IN cord-302067-yyw1he5j 125 25 - - HYPH cord-302067-yyw1he5j 125 26 site site NN cord-302067-yyw1he5j 125 27 " " `` cord-302067-yyw1he5j 125 28 settings setting NNS cord-302067-yyw1he5j 125 29 in in IN cord-302067-yyw1he5j 125 30 which which WDT cord-302067-yyw1he5j 125 31 some some DT cord-302067-yyw1he5j 125 32 in in IN cord-302067-yyw1he5j 125 33 - - HYPH cord-302067-yyw1he5j 125 34 person person NN cord-302067-yyw1he5j 125 35 contact contact NN cord-302067-yyw1he5j 125 36 is be VBZ cord-302067-yyw1he5j 125 37 required require VBN cord-302067-yyw1he5j 125 38 . . . cord-302067-yyw1he5j 126 1 While while IN cord-302067-yyw1he5j 126 2 not not RB cord-302067-yyw1he5j 126 3 the the DT cord-302067-yyw1he5j 126 4 focus focus NN cord-302067-yyw1he5j 126 5 of of IN cord-302067-yyw1he5j 126 6 this this DT cord-302067-yyw1he5j 126 7 perspective perspective NN cord-302067-yyw1he5j 126 8 , , , cord-302067-yyw1he5j 126 9 these these DT cord-302067-yyw1he5j 126 10 venues venue NNS cord-302067-yyw1he5j 126 11 serve serve VBP cord-302067-yyw1he5j 126 12 an an DT cord-302067-yyw1he5j 126 13 important important JJ cord-302067-yyw1he5j 126 14 and and CC cord-302067-yyw1he5j 126 15 growing grow VBG cord-302067-yyw1he5j 126 16 role role NN cord-302067-yyw1he5j 126 17 in in IN cord-302067-yyw1he5j 126 18 healthcare healthcare NN cord-302067-yyw1he5j 126 19 , , , cord-302067-yyw1he5j 126 20 and and CC cord-302067-yyw1he5j 126 21 the the DT cord-302067-yyw1he5j 126 22 COVID-19 COVID-19 NNP cord-302067-yyw1he5j 126 23 pandemic pandemic NN cord-302067-yyw1he5j 126 24 has have VBZ cord-302067-yyw1he5j 126 25 increased increase VBN cord-302067-yyw1he5j 126 26 their -PRON- PRP$ cord-302067-yyw1he5j 126 27 usage usage NN cord-302067-yyw1he5j 126 28 for for IN cord-302067-yyw1he5j 126 29 applications application NNS cord-302067-yyw1he5j 126 30 such such JJ cord-302067-yyw1he5j 126 31 as as IN cord-302067-yyw1he5j 126 32 wound wound NN cord-302067-yyw1he5j 126 33 care care NN cord-302067-yyw1he5j 126 34 . . . cord-302067-yyw1he5j 127 1 52 52 CD cord-302067-yyw1he5j 128 1 Other other JJ cord-302067-yyw1he5j 128 2 considerations consideration NNS cord-302067-yyw1he5j 128 3 such such JJ cord-302067-yyw1he5j 128 4 as as IN cord-302067-yyw1he5j 128 5 device device NN cord-302067-yyw1he5j 128 6 cost cost NN cord-302067-yyw1he5j 128 7 , , , cord-302067-yyw1he5j 128 8 durability durability NN cord-302067-yyw1he5j 128 9 , , , cord-302067-yyw1he5j 128 10 and and CC cord-302067-yyw1he5j 128 11 optical optical JJ cord-302067-yyw1he5j 128 12 safety safety NN cord-302067-yyw1he5j 128 13 are be VBP cord-302067-yyw1he5j 128 14 highly highly RB cord-302067-yyw1he5j 128 15 important important JJ cord-302067-yyw1he5j 128 16 as as IN cord-302067-yyw1he5j 128 17 optical optical JJ cord-302067-yyw1he5j 128 18 wearables wearable NNS cord-302067-yyw1he5j 128 19 and and CC cord-302067-yyw1he5j 128 20 RPM rpm NN cord-302067-yyw1he5j 128 21 technologies technology NNS cord-302067-yyw1he5j 128 22 will will MD cord-302067-yyw1he5j 128 23 be be VB cord-302067-yyw1he5j 128 24 used use VBN cord-302067-yyw1he5j 128 25 by by IN cord-302067-yyw1he5j 128 26 nonexperts nonexpert NNS cord-302067-yyw1he5j 128 27 . . . cord-302067-yyw1he5j 129 1 Advances advance NNS cord-302067-yyw1he5j 129 2 in in IN cord-302067-yyw1he5j 129 3 computational computational JJ cord-302067-yyw1he5j 129 4 imaging imaging NN cord-302067-yyw1he5j 129 5 , , , cord-302067-yyw1he5j 129 6 compressive compressive JJ cord-302067-yyw1he5j 129 7 imaging imaging NN cord-302067-yyw1he5j 129 8 , , , cord-302067-yyw1he5j 129 9 and and CC cord-302067-yyw1he5j 129 10 deep deep JJ cord-302067-yyw1he5j 129 11 learning learning NN cord-302067-yyw1he5j 129 12 are be VBP cord-302067-yyw1he5j 129 13 reducing reduce VBG cord-302067-yyw1he5j 129 14 hardware hardware NN cord-302067-yyw1he5j 129 15 requirements requirement NNS cord-302067-yyw1he5j 129 16 and and CC cord-302067-yyw1he5j 129 17 costs cost NNS cord-302067-yyw1he5j 129 18 for for IN cord-302067-yyw1he5j 129 19 cellphone cellphone NN cord-302067-yyw1he5j 129 20 - - HYPH cord-302067-yyw1he5j 129 21 based base VBN cord-302067-yyw1he5j 129 22 and and CC cord-302067-yyw1he5j 129 23 other other JJ cord-302067-yyw1he5j 129 24 optical optical JJ cord-302067-yyw1he5j 129 25 imaging imaging NN cord-302067-yyw1he5j 129 26 techniques technique NNS cord-302067-yyw1he5j 129 27 . . . cord-302067-yyw1he5j 130 1 53 53 CD cord-302067-yyw1he5j 131 1 In in IN cord-302067-yyw1he5j 131 2 addition addition NN cord-302067-yyw1he5j 131 3 , , , cord-302067-yyw1he5j 131 4 the the DT cord-302067-yyw1he5j 131 5 ability ability NN cord-302067-yyw1he5j 131 6 of of IN cord-302067-yyw1he5j 131 7 optical optical JJ cord-302067-yyw1he5j 131 8 devices device NNS cord-302067-yyw1he5j 131 9 to to TO cord-302067-yyw1he5j 131 10 utilize utilize VB cord-302067-yyw1he5j 131 11 telecommunications telecommunication NNS cord-302067-yyw1he5j 131 12 to to TO cord-302067-yyw1he5j 131 13 securely securely RB cord-302067-yyw1he5j 131 14 transmit transmit VB cord-302067-yyw1he5j 131 15 health health NN cord-302067-yyw1he5j 131 16 data datum NNS cord-302067-yyw1he5j 131 17 to to IN cord-302067-yyw1he5j 131 18 providers provider NNS cord-302067-yyw1he5j 131 19 is be VBZ cord-302067-yyw1he5j 131 20 essential essential JJ cord-302067-yyw1he5j 131 21 for for IN cord-302067-yyw1he5j 131 22 RPM rpm NN cord-302067-yyw1he5j 131 23 implementation implementation NN cord-302067-yyw1he5j 131 24 . . . cord-302067-yyw1he5j 132 1 Specific specific JJ cord-302067-yyw1he5j 132 2 communications communication NNS cord-302067-yyw1he5j 132 3 protocols protocol NNS cord-302067-yyw1he5j 132 4 between between IN cord-302067-yyw1he5j 132 5 devices device NNS cord-302067-yyw1he5j 132 6 , , , cord-302067-yyw1he5j 132 7 smartphones smartphone NNS cord-302067-yyw1he5j 132 8 , , , cord-302067-yyw1he5j 132 9 the the DT cord-302067-yyw1he5j 132 10 cloud cloud NN cord-302067-yyw1he5j 132 11 , , , cord-302067-yyw1he5j 132 12 and and CC cord-302067-yyw1he5j 132 13 health health NN cord-302067-yyw1he5j 132 14 care care NN cord-302067-yyw1he5j 132 15 providers provider NNS cord-302067-yyw1he5j 132 16 are be VBP cord-302067-yyw1he5j 132 17 of of IN cord-302067-yyw1he5j 132 18 the the DT cord-302067-yyw1he5j 132 19 utmost utmost JJ cord-302067-yyw1he5j 132 20 importance importance NN cord-302067-yyw1he5j 132 21 in in IN cord-302067-yyw1he5j 132 22 terms term NNS cord-302067-yyw1he5j 132 23 of of IN cord-302067-yyw1he5j 132 24 privacy privacy NN cord-302067-yyw1he5j 132 25 , , , cord-302067-yyw1he5j 132 26 patient patient JJ cord-302067-yyw1he5j 132 27 safety safety NN cord-302067-yyw1he5j 132 28 , , , cord-302067-yyw1he5j 132 29 and and CC cord-302067-yyw1he5j 132 30 efficacy efficacy NN cord-302067-yyw1he5j 132 31 of of IN cord-302067-yyw1he5j 132 32 healthcare healthcare NN cord-302067-yyw1he5j 132 33 delivery delivery NN cord-302067-yyw1he5j 132 34 . . . cord-302067-yyw1he5j 133 1 For for IN cord-302067-yyw1he5j 133 2 example example NN cord-302067-yyw1he5j 133 3 , , , cord-302067-yyw1he5j 133 4 there there EX cord-302067-yyw1he5j 133 5 has have VBZ cord-302067-yyw1he5j 133 6 been be VBN cord-302067-yyw1he5j 133 7 a a DT cord-302067-yyw1he5j 133 8 recent recent JJ cord-302067-yyw1he5j 133 9 interest interest NN cord-302067-yyw1he5j 133 10 in in IN cord-302067-yyw1he5j 133 11 using use VBG cord-302067-yyw1he5j 133 12 blockchain blockchain NN cord-302067-yyw1he5j 133 13 to to TO cord-302067-yyw1he5j 133 14 provide provide VB cord-302067-yyw1he5j 133 15 a a DT cord-302067-yyw1he5j 133 16 secure secure JJ cord-302067-yyw1he5j 133 17 and and CC cord-302067-yyw1he5j 133 18 decentralized decentralized JJ cord-302067-yyw1he5j 133 19 means mean NNS cord-302067-yyw1he5j 133 20 of of IN cord-302067-yyw1he5j 133 21 sharing share VBG cord-302067-yyw1he5j 133 22 patient patient JJ cord-302067-yyw1he5j 133 23 data datum NNS cord-302067-yyw1he5j 133 24 . . . cord-302067-yyw1he5j 134 1 54 54 CD cord-302067-yyw1he5j 135 1 Finally finally RB cord-302067-yyw1he5j 135 2 , , , cord-302067-yyw1he5j 135 3 optical optical JJ cord-302067-yyw1he5j 135 4 wearables wearable NNS cord-302067-yyw1he5j 135 5 and and CC cord-302067-yyw1he5j 135 6 RPM rpm NN cord-302067-yyw1he5j 135 7 technologies technology NNS cord-302067-yyw1he5j 135 8 must must MD cord-302067-yyw1he5j 135 9 synergize synergize VB cord-302067-yyw1he5j 135 10 with with IN cord-302067-yyw1he5j 135 11 telehealth telehealth NN cord-302067-yyw1he5j 135 12 technologies technology NNS cord-302067-yyw1he5j 135 13 , , , cord-302067-yyw1he5j 135 14 and and CC cord-302067-yyw1he5j 135 15 physicians physician NNS cord-302067-yyw1he5j 135 16 need need VBP cord-302067-yyw1he5j 135 17 to to TO cord-302067-yyw1he5j 135 18 be be VB cord-302067-yyw1he5j 135 19 able able JJ cord-302067-yyw1he5j 135 20 to to TO cord-302067-yyw1he5j 135 21 access access VB cord-302067-yyw1he5j 135 22 and and CC cord-302067-yyw1he5j 135 23 understand understand VB cord-302067-yyw1he5j 135 24 collected collect VBN cord-302067-yyw1he5j 135 25 data data NN cord-302067-yyw1he5j 135 26 sets set NNS cord-302067-yyw1he5j 135 27 easily easily RB cord-302067-yyw1he5j 135 28 and and CC cord-302067-yyw1he5j 135 29 rapidly rapidly RB cord-302067-yyw1he5j 135 30 . . . cord-302067-yyw1he5j 136 1 This this DT cord-302067-yyw1he5j 136 2 requires require VBZ cord-302067-yyw1he5j 136 3 robust robust JJ cord-302067-yyw1he5j 136 4 algorithms algorithm NNS cord-302067-yyw1he5j 136 5 that that WDT cord-302067-yyw1he5j 136 6 analyze analyze VBP cord-302067-yyw1he5j 136 7 complex complex JJ cord-302067-yyw1he5j 136 8 longitudinal longitudinal JJ cord-302067-yyw1he5j 136 9 data data NN cord-302067-yyw1he5j 136 10 sets set NNS cord-302067-yyw1he5j 136 11 and and CC cord-302067-yyw1he5j 136 12 present present VB cord-302067-yyw1he5j 136 13 the the DT cord-302067-yyw1he5j 136 14 health health NN cord-302067-yyw1he5j 136 15 data datum NNS cord-302067-yyw1he5j 136 16 in in IN cord-302067-yyw1he5j 136 17 an an DT cord-302067-yyw1he5j 136 18 accessible accessible JJ cord-302067-yyw1he5j 136 19 and and CC cord-302067-yyw1he5j 136 20 familiar familiar JJ cord-302067-yyw1he5j 136 21 format format NN cord-302067-yyw1he5j 136 22 to to IN cord-302067-yyw1he5j 136 23 physicians physician NNS cord-302067-yyw1he5j 136 24 , , , cord-302067-yyw1he5j 136 25 hopefully hopefully RB cord-302067-yyw1he5j 136 26 facilitating facilitate VBG cord-302067-yyw1he5j 136 27 rapid rapid JJ cord-302067-yyw1he5j 136 28 adoption adoption NN cord-302067-yyw1he5j 136 29 . . . cord-302067-yyw1he5j 137 1 New new JJ cord-302067-yyw1he5j 137 2 optical optical JJ cord-302067-yyw1he5j 137 3 wearables wearable NNS cord-302067-yyw1he5j 137 4 and and CC cord-302067-yyw1he5j 137 5 RPM rpm NN cord-302067-yyw1he5j 137 6 technologies technology NNS cord-302067-yyw1he5j 137 7 have have VBP cord-302067-yyw1he5j 137 8 the the DT cord-302067-yyw1he5j 137 9 potential potential NN cord-302067-yyw1he5j 137 10 to to TO cord-302067-yyw1he5j 137 11 address address VB cord-302067-yyw1he5j 137 12 many many JJ cord-302067-yyw1he5j 137 13 clinical clinical JJ cord-302067-yyw1he5j 137 14 scenarios scenario NNS cord-302067-yyw1he5j 137 15 related relate VBN cord-302067-yyw1he5j 137 16 to to IN cord-302067-yyw1he5j 137 17 the the DT cord-302067-yyw1he5j 137 18 COVID-19 covid-19 JJ cord-302067-yyw1he5j 137 19 pandemic pandemic NN cord-302067-yyw1he5j 137 20 . . . cord-302067-yyw1he5j 138 1 Table table NN cord-302067-yyw1he5j 138 2 2 2 CD cord-302067-yyw1he5j 138 3 contains contain VBZ cord-302067-yyw1he5j 138 4 a a DT cord-302067-yyw1he5j 138 5 brief brief JJ cord-302067-yyw1he5j 138 6 summary summary NN cord-302067-yyw1he5j 138 7 of of IN cord-302067-yyw1he5j 138 8 opportunities opportunity NNS cord-302067-yyw1he5j 138 9 for for IN cord-302067-yyw1he5j 138 10 remote remote JJ cord-302067-yyw1he5j 138 11 and and CC cord-302067-yyw1he5j 138 12 wearable wearable JJ cord-302067-yyw1he5j 138 13 optical optical JJ cord-302067-yyw1he5j 138 14 technology technology NN cord-302067-yyw1he5j 138 15 development development NN cord-302067-yyw1he5j 138 16 , , , cord-302067-yyw1he5j 138 17 both both DT cord-302067-yyw1he5j 138 18 for for IN cord-302067-yyw1he5j 138 19 COVID-19 COVID-19 NNP cord-302067-yyw1he5j 138 20 and and CC cord-302067-yyw1he5j 138 21 for for IN cord-302067-yyw1he5j 138 22 the the DT cord-302067-yyw1he5j 138 23 many many JJ cord-302067-yyw1he5j 138 24 secondary secondary JJ cord-302067-yyw1he5j 138 25 health health NN cord-302067-yyw1he5j 138 26 consequences consequence NNS cord-302067-yyw1he5j 138 27 of of IN cord-302067-yyw1he5j 138 28 COVID-19 COVID-19 NNP cord-302067-yyw1he5j 138 29 including include VBG cord-302067-yyw1he5j 138 30 reduced reduce VBN cord-302067-yyw1he5j 138 31 screenings screening NNS cord-302067-yyw1he5j 138 32 and and CC cord-302067-yyw1he5j 138 33 delayed delay VBN cord-302067-yyw1he5j 138 34 diagnoses diagnosis NNS cord-302067-yyw1he5j 138 35 , , , cord-302067-yyw1he5j 138 36 treatments treatment NNS cord-302067-yyw1he5j 138 37 , , , cord-302067-yyw1he5j 138 38 and and CC cord-302067-yyw1he5j 138 39 rehabilitations rehabilitation NNS cord-302067-yyw1he5j 138 40 . . . cord-302067-yyw1he5j 139 1 There there EX cord-302067-yyw1he5j 139 2 are be VBP cord-302067-yyw1he5j 139 3 substantial substantial JJ cord-302067-yyw1he5j 139 4 opportunities opportunity NNS cord-302067-yyw1he5j 139 5 for for IN cord-302067-yyw1he5j 139 6 the the DT cord-302067-yyw1he5j 139 7 biomedical biomedical JJ cord-302067-yyw1he5j 139 8 optics optic NNS cord-302067-yyw1he5j 139 9 community community NN cord-302067-yyw1he5j 139 10 to to TO cord-302067-yyw1he5j 139 11 help help VB cord-302067-yyw1he5j 139 12 address address VB cord-302067-yyw1he5j 139 13 the the DT cord-302067-yyw1he5j 139 14 myriad myriad JJ cord-302067-yyw1he5j 139 15 challenges challenge NNS cord-302067-yyw1he5j 139 16 associated associate VBN cord-302067-yyw1he5j 139 17 with with IN cord-302067-yyw1he5j 139 18 increased increase VBN cord-302067-yyw1he5j 139 19 remote remote JJ cord-302067-yyw1he5j 139 20 healthcare healthcare NN cord-302067-yyw1he5j 139 21 delivery delivery NN cord-302067-yyw1he5j 139 22 in in IN cord-302067-yyw1he5j 139 23 the the DT cord-302067-yyw1he5j 139 24 COVID-19 covid-19 JJ cord-302067-yyw1he5j 139 25 era era NN cord-302067-yyw1he5j 139 26 and and CC cord-302067-yyw1he5j 139 27 foreseeable foreseeable JJ cord-302067-yyw1he5j 139 28 future future NN cord-302067-yyw1he5j 139 29 . . . cord-302067-yyw1he5j 140 1 Investment investment NN cord-302067-yyw1he5j 140 2 and and CC cord-302067-yyw1he5j 140 3 regulatory regulatory JJ cord-302067-yyw1he5j 140 4 changes change NNS cord-302067-yyw1he5j 140 5 are be VBP cord-302067-yyw1he5j 140 6 helping help VBG cord-302067-yyw1he5j 140 7 to to TO cord-302067-yyw1he5j 140 8 incentivize incentivize VB cord-302067-yyw1he5j 140 9 new new JJ cord-302067-yyw1he5j 140 10 technology technology NN cord-302067-yyw1he5j 140 11 development development NN cord-302067-yyw1he5j 140 12 in in IN cord-302067-yyw1he5j 140 13 RPM rpm NN cord-302067-yyw1he5j 140 14 . . . cord-302067-yyw1he5j 141 1 The the DT cord-302067-yyw1he5j 141 2 continued continued JJ cord-302067-yyw1he5j 141 3 development development NN cord-302067-yyw1he5j 141 4 and and CC cord-302067-yyw1he5j 141 5 miniaturization miniaturization NN cord-302067-yyw1he5j 141 6 of of IN cord-302067-yyw1he5j 141 7 new new JJ cord-302067-yyw1he5j 141 8 optical optical JJ cord-302067-yyw1he5j 141 9 wearables wearable NNS cord-302067-yyw1he5j 141 10 and and CC cord-302067-yyw1he5j 141 11 RPM rpm NN cord-302067-yyw1he5j 141 12 technologies technology NNS cord-302067-yyw1he5j 141 13 that that WDT cord-302067-yyw1he5j 141 14 can can MD cord-302067-yyw1he5j 141 15 be be VB cord-302067-yyw1he5j 141 16 used use VBN cord-302067-yyw1he5j 141 17 by by IN cord-302067-yyw1he5j 141 18 nonexperts nonexpert NNS cord-302067-yyw1he5j 141 19 remains remain VBZ cord-302067-yyw1he5j 141 20 a a DT cord-302067-yyw1he5j 141 21 challenging challenging JJ cord-302067-yyw1he5j 141 22 goal goal NN cord-302067-yyw1he5j 141 23 for for IN cord-302067-yyw1he5j 141 24 our -PRON- PRP$ cord-302067-yyw1he5j 141 25 community community NN cord-302067-yyw1he5j 141 26 but but CC cord-302067-yyw1he5j 141 27 with with IN cord-302067-yyw1he5j 141 28 potentially potentially RB cord-302067-yyw1he5j 141 29 dramatic dramatic JJ cord-302067-yyw1he5j 141 30 rewards reward NNS cord-302067-yyw1he5j 141 31 for for IN cord-302067-yyw1he5j 141 32 safe safe JJ cord-302067-yyw1he5j 141 33 and and CC cord-302067-yyw1he5j 141 34 remote remote JJ cord-302067-yyw1he5j 141 35 disease disease NN cord-302067-yyw1he5j 141 36 screening screening NN cord-302067-yyw1he5j 141 37 , , , cord-302067-yyw1he5j 141 38 diagnosis diagnosis NN cord-302067-yyw1he5j 141 39 , , , cord-302067-yyw1he5j 141 40 treatment treatment NN cord-302067-yyw1he5j 141 41 monitoring monitoring NN cord-302067-yyw1he5j 141 42 , , , cord-302067-yyw1he5j 141 43 rehabilitation rehabilitation NN cord-302067-yyw1he5j 141 44 , , , cord-302067-yyw1he5j 141 45 and and CC cord-302067-yyw1he5j 141 46 treatment treatment NN cord-302067-yyw1he5j 141 47 . . . cord-302067-yyw1he5j 142 1 The the DT cord-302067-yyw1he5j 142 2 author author NN cord-302067-yyw1he5j 142 3 has have VBZ cord-302067-yyw1he5j 142 4 no no DT cord-302067-yyw1he5j 142 5 financial financial JJ cord-302067-yyw1he5j 142 6 conflicts conflict NNS cord-302067-yyw1he5j 142 7 of of IN cord-302067-yyw1he5j 142 8 interest interest NN cord-302067-yyw1he5j 142 9 to to TO cord-302067-yyw1he5j 142 10 disclose disclose VB cord-302067-yyw1he5j 142 11 related relate VBN cord-302067-yyw1he5j 142 12 to to IN cord-302067-yyw1he5j 142 13 the the DT cord-302067-yyw1he5j 142 14 content content NN cord-302067-yyw1he5j 142 15 of of IN cord-302067-yyw1he5j 142 16 this this DT cord-302067-yyw1he5j 142 17 article article NN cord-302067-yyw1he5j 142 18 . . . cord-302067-yyw1he5j 143 1 A a DT cord-302067-yyw1he5j 143 2 systematic systematic JJ cord-302067-yyw1he5j 143 3 review review NN cord-302067-yyw1he5j 143 4 of of IN cord-302067-yyw1he5j 143 5 wearable wearable JJ cord-302067-yyw1he5j 143 6 patient patient NN cord-302067-yyw1he5j 143 7 monitoring monitor VBG cord-302067-yyw1he5j 143 8 systems system NNS cord-302067-yyw1he5j 143 9 : : : cord-302067-yyw1he5j 143 10 current current JJ cord-302067-yyw1he5j 143 11 challenges challenge NNS cord-302067-yyw1he5j 143 12 and and CC cord-302067-yyw1he5j 143 13 opportunities opportunity NNS cord-302067-yyw1he5j 143 14 for for IN cord-302067-yyw1he5j 143 15 clinical clinical JJ cord-302067-yyw1he5j 143 16 adoption adoption NN cord-302067-yyw1he5j 143 17 Wearable wearable JJ cord-302067-yyw1he5j 143 18 sensors sensor NNS cord-302067-yyw1he5j 143 19 for for IN cord-302067-yyw1he5j 143 20 remote remote JJ cord-302067-yyw1he5j 143 21 health health NN cord-302067-yyw1he5j 143 22 monitoring monitor VBG cord-302067-yyw1he5j 143 23 Telehealth Telehealth NNP cord-302067-yyw1he5j 143 24 State State NNP cord-302067-yyw1he5j 143 25 of of IN cord-302067-yyw1he5j 143 26 telehealth telehealth NN cord-302067-yyw1he5j 143 27 Wearables wearable NNS cord-302067-yyw1he5j 144 1 The the DT cord-302067-yyw1he5j 144 2 predictive predictive JJ cord-302067-yyw1he5j 144 3 performance performance NN cord-302067-yyw1he5j 144 4 of of IN cord-302067-yyw1he5j 144 5 objective objective JJ cord-302067-yyw1he5j 144 6 measures measure NNS cord-302067-yyw1he5j 144 7 of of IN cord-302067-yyw1he5j 144 8 physical physical JJ cord-302067-yyw1he5j 144 9 activity activity NN cord-302067-yyw1he5j 144 10 derived derive VBN cord-302067-yyw1he5j 144 11 from from IN cord-302067-yyw1he5j 144 12 accelerometry accelerometry NNP cord-302067-yyw1he5j 144 13 data datum NNS cord-302067-yyw1he5j 144 14 for for IN cord-302067-yyw1he5j 144 15 5-year 5-year CD cord-302067-yyw1he5j 144 16 all all DT cord-302067-yyw1he5j 144 17 - - HYPH cord-302067-yyw1he5j 144 18 cause cause NN cord-302067-yyw1he5j 144 19 mortality mortality NN cord-302067-yyw1he5j 144 20 in in IN cord-302067-yyw1he5j 144 21 older old JJR cord-302067-yyw1he5j 144 22 adults adult NNS cord-302067-yyw1he5j 144 23 : : : cord-302067-yyw1he5j 144 24 National National NNP cord-302067-yyw1he5j 144 25 Health Health NNP cord-302067-yyw1he5j 144 26 and and CC cord-302067-yyw1he5j 144 27 Nutritional Nutritional NNP cord-302067-yyw1he5j 144 28 Examination Examination NNP cord-302067-yyw1he5j 144 29 Survey Survey NNP cord-302067-yyw1he5j 144 30 Association Association NNP cord-302067-yyw1he5j 144 31 of of IN cord-302067-yyw1he5j 144 32 wearable wearable JJ cord-302067-yyw1he5j 144 33 activity activity NN cord-302067-yyw1he5j 144 34 monitors monitor NNS cord-302067-yyw1he5j 144 35 with with IN cord-302067-yyw1he5j 144 36 assessment assessment NN cord-302067-yyw1he5j 144 37 of of IN cord-302067-yyw1he5j 144 38 daily daily JJ cord-302067-yyw1he5j 144 39 ambulation ambulation NN cord-302067-yyw1he5j 144 40 and and CC cord-302067-yyw1he5j 144 41 length length NN cord-302067-yyw1he5j 144 42 of of IN cord-302067-yyw1he5j 144 43 stay stay NN cord-302067-yyw1he5j 144 44 among among IN cord-302067-yyw1he5j 144 45 patients patient NNS cord-302067-yyw1he5j 144 46 undergoing undergo VBG cord-302067-yyw1he5j 144 47 major major JJ cord-302067-yyw1he5j 144 48 surgery surgery NN cord-302067-yyw1he5j 145 1 A a DT cord-302067-yyw1he5j 145 2 critical critical JJ cord-302067-yyw1he5j 145 3 review review NN cord-302067-yyw1he5j 145 4 of of IN cord-302067-yyw1he5j 145 5 consumer consumer NN cord-302067-yyw1he5j 145 6 wearables wearable NNS cord-302067-yyw1he5j 145 7 , , , cord-302067-yyw1he5j 145 8 mobile mobile JJ cord-302067-yyw1he5j 145 9 applications application NNS cord-302067-yyw1he5j 145 10 , , , cord-302067-yyw1he5j 145 11 and and CC cord-302067-yyw1he5j 145 12 equipment equipment NN cord-302067-yyw1he5j 145 13 for for IN cord-302067-yyw1he5j 145 14 providing provide VBG cord-302067-yyw1he5j 145 15 biofeedback biofeedback NN cord-302067-yyw1he5j 145 16 , , , cord-302067-yyw1he5j 145 17 monitoring monitor VBG cord-302067-yyw1he5j 145 18 stress stress NN cord-302067-yyw1he5j 145 19 , , , cord-302067-yyw1he5j 145 20 and and CC cord-302067-yyw1he5j 145 21 sleep sleep VB cord-302067-yyw1he5j 145 22 in in IN cord-302067-yyw1he5j 145 23 physically physically RB cord-302067-yyw1he5j 145 24 active active JJ cord-302067-yyw1he5j 145 25 populations population NNS cord-302067-yyw1he5j 145 26 Large large JJ cord-302067-yyw1he5j 145 27 - - HYPH cord-302067-yyw1he5j 145 28 scale scale NN cord-302067-yyw1he5j 145 29 assessment assessment NN cord-302067-yyw1he5j 145 30 of of IN cord-302067-yyw1he5j 145 31 a a DT cord-302067-yyw1he5j 145 32 smartwatch smartwatch NN cord-302067-yyw1he5j 145 33 to to TO cord-302067-yyw1he5j 145 34 identify identify VB cord-302067-yyw1he5j 145 35 atrial atrial JJ cord-302067-yyw1he5j 145 36 fibrillation fibrillation NN cord-302067-yyw1he5j 145 37 Growth growth NN cord-302067-yyw1he5j 145 38 opportunities opportunity NNS cord-302067-yyw1he5j 145 39 in in IN cord-302067-yyw1he5j 145 40 the the DT cord-302067-yyw1he5j 145 41 US US NNP cord-302067-yyw1he5j 145 42 remote remote JJ cord-302067-yyw1he5j 145 43 patient patient NN cord-302067-yyw1he5j 145 44 monitoring monitoring NN cord-302067-yyw1he5j 145 45 marketforecast marketforecast NNP cord-302067-yyw1he5j 145 46 to to IN cord-302067-yyw1he5j 145 47 2023 2023 CD cord-302067-yyw1he5j 145 48 Healthcare Healthcare NNP cord-302067-yyw1he5j 145 49 without without IN cord-302067-yyw1he5j 145 50 bounds bound NNS cord-302067-yyw1he5j 145 51 : : : cord-302067-yyw1he5j 145 52 trends trend NNS cord-302067-yyw1he5j 145 53 in in IN cord-302067-yyw1he5j 145 54 remote remote JJ cord-302067-yyw1he5j 145 55 patient patient NN cord-302067-yyw1he5j 145 56 monitoring monitor VBG cord-302067-yyw1he5j 145 57 2019 2019 CD cord-302067-yyw1he5j 146 1 Your -PRON- PRP$ cord-302067-yyw1he5j 146 2 guide guide NN cord-302067-yyw1he5j 146 3 to to IN cord-302067-yyw1he5j 146 4 the the DT cord-302067-yyw1he5j 146 5 new new JJ cord-302067-yyw1he5j 146 6 CPT CPT NNP cord-302067-yyw1he5j 146 7 codes code NNS cord-302067-yyw1he5j 146 8 for for IN cord-302067-yyw1he5j 146 9 remote remote JJ cord-302067-yyw1he5j 146 10 patient patient NN cord-302067-yyw1he5j 146 11 monitoring monitoring NN cord-302067-yyw1he5j 146 12 ( ( -LRB- cord-302067-yyw1he5j 146 13 RPM rpm NN cord-302067-yyw1he5j 146 14 ) ) -RRB- cord-302067-yyw1he5j 146 15 FAIRHealth FAIRHealth . cord-302067-yyw1he5j 146 16 monthly monthly JJ cord-302067-yyw1he5j 146 17 telehealth telehealth NNP cord-302067-yyw1he5j 146 18 regional regional JJ cord-302067-yyw1he5j 146 19 tracker tracker NN cord-302067-yyw1he5j 146 20 COVID-19 COVID-19 NNP cord-302067-yyw1he5j 146 21 : : : cord-302067-yyw1he5j 146 22 regulatory regulatory JJ cord-302067-yyw1he5j 146 23 changes change NNS cord-302067-yyw1he5j 146 24 , , , cord-302067-yyw1he5j 146 25 telehealth telehealth NN cord-302067-yyw1he5j 146 26 billing billing NN cord-302067-yyw1he5j 146 27 , , , cord-302067-yyw1he5j 146 28 and and CC cord-302067-yyw1he5j 146 29 specimen specimen JJ cord-302067-yyw1he5j 146 30 collection collection NN cord-302067-yyw1he5j 146 31 codes code NNS cord-302067-yyw1he5j 146 32 COVID-19 COVID-19 NNP cord-302067-yyw1he5j 146 33 ) ) -RRB- cord-302067-yyw1he5j 146 34 public public JJ cord-302067-yyw1he5j 146 35 health health NN cord-302067-yyw1he5j 146 36 emergency emergency NN cord-302067-yyw1he5j 147 1 I -PRON- PRP cord-302067-yyw1he5j 147 2 ca can MD cord-302067-yyw1he5j 147 3 n't not RB cord-302067-yyw1he5j 147 4 imagine imagine VB cord-302067-yyw1he5j 147 5 going go VBG cord-302067-yyw1he5j 147 6 back back RB cord-302067-yyw1he5j 147 7 : : : cord-302067-yyw1he5j 147 8 medicare medicare NNP cord-302067-yyw1he5j 147 9 leader leader NN cord-302067-yyw1he5j 147 10 calls call VBZ cord-302067-yyw1he5j 147 11 for for IN cord-302067-yyw1he5j 147 12 expanded expand VBN cord-302067-yyw1he5j 147 13 telehealth telehealth NN cord-302067-yyw1he5j 147 14 access access NN cord-302067-yyw1he5j 147 15 after after IN cord-302067-yyw1he5j 147 16 Covid-19 Covid-19 NNP cord-302067-yyw1he5j 147 17 Association Association NNP cord-302067-yyw1he5j 147 18 of of IN cord-302067-yyw1he5j 147 19 the the DT cord-302067-yyw1he5j 147 20 Coronavirus Coronavirus NNP cord-302067-yyw1he5j 147 21 Disease Disease NNP cord-302067-yyw1he5j 147 22 2019 2019 CD cord-302067-yyw1he5j 147 23 ( ( -LRB- cord-302067-yyw1he5j 147 24 COVID-19 COVID-19 NNP cord-302067-yyw1he5j 147 25 ) ) -RRB- cord-302067-yyw1he5j 147 26 outbreak outbreak NN cord-302067-yyw1he5j 147 27 with with IN cord-302067-yyw1he5j 147 28 enrollment enrollment NN cord-302067-yyw1he5j 147 29 in in IN cord-302067-yyw1he5j 147 30 cancer cancer NN cord-302067-yyw1he5j 147 31 clinical clinical JJ cord-302067-yyw1he5j 147 32 trials trial NNS cord-302067-yyw1he5j 147 33 Responding respond VBG cord-302067-yyw1he5j 147 34 to to IN cord-302067-yyw1he5j 147 35 Coronavirus Coronavirus NNP cord-302067-yyw1he5j 147 36 , , , cord-302067-yyw1he5j 147 37 Cancer Cancer NNP cord-302067-yyw1he5j 147 38 Researchers Researchers NNP cord-302067-yyw1he5j 147 39 Reimagine Reimagine NNP cord-302067-yyw1he5j 147 40 Clinical Clinical NNP cord-302067-yyw1he5j 147 41 Trials Trials NNPS cord-302067-yyw1he5j 147 42 FDA FDA NNP cord-302067-yyw1he5j 147 43 guidance guidance NN cord-302067-yyw1he5j 147 44 on on IN cord-302067-yyw1he5j 147 45 conduct conduct NN cord-302067-yyw1he5j 147 46 of of IN cord-302067-yyw1he5j 147 47 clinical clinical JJ cord-302067-yyw1he5j 147 48 trials trial NNS cord-302067-yyw1he5j 147 49 of of IN cord-302067-yyw1he5j 147 50 medical medical JJ cord-302067-yyw1he5j 147 51 products product NNS cord-302067-yyw1he5j 147 52 during during IN cord-302067-yyw1he5j 147 53 COVID-19 covid-19 JJ cord-302067-yyw1he5j 147 54 public public JJ cord-302067-yyw1he5j 147 55 health health NN cord-302067-yyw1he5j 147 56 emergency emergency NN cord-302067-yyw1he5j 147 57 Clinical clinical JJ cord-302067-yyw1he5j 147 58 trials trial NNS cord-302067-yyw1he5j 147 59 transformation transformation NN cord-302067-yyw1he5j 147 60 initiative initiative NN cord-302067-yyw1he5j 147 61 Sharpless Sharpless NNP cord-302067-yyw1he5j 147 62 : : : cord-302067-yyw1he5j 147 63 COVID-19 COVID-19 NNP cord-302067-yyw1he5j 147 64 expected expect VBN cord-302067-yyw1he5j 147 65 to to TO cord-302067-yyw1he5j 147 66 increase increase VB cord-302067-yyw1he5j 147 67 mortality mortality NN cord-302067-yyw1he5j 147 68 by by IN cord-302067-yyw1he5j 147 69 at at RB cord-302067-yyw1he5j 147 70 least least RBS cord-302067-yyw1he5j 147 71 10,000 10,000 CD cord-302067-yyw1he5j 147 72 deaths death NNS cord-302067-yyw1he5j 147 73 from from IN cord-302067-yyw1he5j 147 74 breast breast NN cord-302067-yyw1he5j 147 75 and and CC cord-302067-yyw1he5j 147 76 colorectal colorectal JJ cord-302067-yyw1he5j 147 77 cancers cancer NNS cord-302067-yyw1he5j 147 78 over over IN cord-302067-yyw1he5j 147 79 10 10 CD cord-302067-yyw1he5j 147 80 years year NNS cord-302067-yyw1he5j 147 81 Early early JJ cord-302067-yyw1he5j 147 82 detection detection NN cord-302067-yyw1he5j 147 83 of of IN cord-302067-yyw1he5j 147 84 COVID-19 COVID-19 NNP cord-302067-yyw1he5j 147 85 using use VBG cord-302067-yyw1he5j 147 86 a a DT cord-302067-yyw1he5j 147 87 smartwatch smartwatch NN cord-302067-yyw1he5j 147 88 Wearable wearable JJ cord-302067-yyw1he5j 147 89 sensors sensor NNS cord-302067-yyw1he5j 147 90 for for IN cord-302067-yyw1he5j 147 91 COVID-19 covid-19 CD cord-302067-yyw1he5j 147 92 : : : cord-302067-yyw1he5j 147 93 a a DT cord-302067-yyw1he5j 147 94 call call NN cord-302067-yyw1he5j 147 95 to to IN cord-302067-yyw1he5j 147 96 action action NN cord-302067-yyw1he5j 147 97 to to TO cord-302067-yyw1he5j 147 98 harness harness VB cord-302067-yyw1he5j 147 99 our -PRON- PRP$ cord-302067-yyw1he5j 147 100 digital digital JJ cord-302067-yyw1he5j 147 101 infrastructure infrastructure NN cord-302067-yyw1he5j 147 102 for for IN cord-302067-yyw1he5j 147 103 remote remote JJ cord-302067-yyw1he5j 147 104 patient patient NN cord-302067-yyw1he5j 147 105 monitoring monitoring NN cord-302067-yyw1he5j 147 106 and and CC cord-302067-yyw1he5j 147 107 virtual virtual JJ cord-302067-yyw1he5j 147 108 assessments assessment NNS cord-302067-yyw1he5j 147 109 Risk risk NN cord-302067-yyw1he5j 147 110 factors factor NNS cord-302067-yyw1he5j 147 111 for for IN cord-302067-yyw1he5j 147 112 the the DT cord-302067-yyw1he5j 147 113 COVID-19 covid-19 JJ cord-302067-yyw1he5j 147 114 severity severity NN cord-302067-yyw1he5j 147 115 and and CC cord-302067-yyw1he5j 147 116 its -PRON- PRP$ cord-302067-yyw1he5j 147 117 correlation correlation NN cord-302067-yyw1he5j 147 118 with with IN cord-302067-yyw1he5j 147 119 viral viral JJ cord-302067-yyw1he5j 147 120 shedding shedding NN cord-302067-yyw1he5j 147 121 : : : cord-302067-yyw1he5j 147 122 a a DT cord-302067-yyw1he5j 147 123 retrospective retrospective JJ cord-302067-yyw1he5j 147 124 cohort cohort NN cord-302067-yyw1he5j 147 125 study study NN cord-302067-yyw1he5j 147 126 Novel Novel NNP cord-302067-yyw1he5j 147 127 use use NN cord-302067-yyw1he5j 147 128 of of IN cord-302067-yyw1he5j 147 129 home home NN cord-302067-yyw1he5j 147 130 pulse pulse NN cord-302067-yyw1he5j 147 131 oximetry oximetry NN cord-302067-yyw1he5j 147 132 monitoring monitoring NN cord-302067-yyw1he5j 147 133 in in IN cord-302067-yyw1he5j 147 134 COVID-19 COVID-19 NNP cord-302067-yyw1he5j 147 135 patients patient NNS cord-302067-yyw1he5j 147 136 discharged discharge VBN cord-302067-yyw1he5j 147 137 from from IN cord-302067-yyw1he5j 147 138 the the DT cord-302067-yyw1he5j 147 139 emergency emergency NN cord-302067-yyw1he5j 147 140 department department NN cord-302067-yyw1he5j 147 141 identifies identify VBZ cord-302067-yyw1he5j 147 142 need need NN cord-302067-yyw1he5j 147 143 for for IN cord-302067-yyw1he5j 147 144 hospitalization hospitalization NN cord-302067-yyw1he5j 147 145 Wearable wearable JJ cord-302067-yyw1he5j 147 146 speckle speckle NN cord-302067-yyw1he5j 147 147 plethysmography plethysmography NN cord-302067-yyw1he5j 147 148 ( ( -LRB- cord-302067-yyw1he5j 147 149 SPG SPG NNP cord-302067-yyw1he5j 147 150 ) ) -RRB- cord-302067-yyw1he5j 147 151 for for IN cord-302067-yyw1he5j 147 152 characterizing characterize VBG cord-302067-yyw1he5j 147 153 microvascular microvascular JJ cord-302067-yyw1he5j 147 154 flow flow NN cord-302067-yyw1he5j 147 155 and and CC cord-302067-yyw1he5j 147 156 resistance resistance NN cord-302067-yyw1he5j 147 157 Non non JJ cord-302067-yyw1he5j 147 158 - - JJ cord-302067-yyw1he5j 147 159 invasive invasive JJ cord-302067-yyw1he5j 147 160 transdermal transdermal JJ cord-302067-yyw1he5j 147 161 two two CD cord-302067-yyw1he5j 147 162 - - HYPH cord-302067-yyw1he5j 147 163 dimensional dimensional JJ cord-302067-yyw1he5j 147 164 mapping mapping NN cord-302067-yyw1he5j 147 165 of of IN cord-302067-yyw1he5j 147 166 cutaneous cutaneous JJ cord-302067-yyw1he5j 147 167 oxygenation oxygenation NN cord-302067-yyw1he5j 147 168 with with IN cord-302067-yyw1he5j 147 169 a a DT cord-302067-yyw1he5j 147 170 rapid rapid JJ cord-302067-yyw1he5j 147 171 - - HYPH cord-302067-yyw1he5j 147 172 drying dry VBG cord-302067-yyw1he5j 147 173 liquid liquid NN cord-302067-yyw1he5j 147 174 bandage bandage NN cord-302067-yyw1he5j 147 175 Compact Compact NNP cord-302067-yyw1he5j 147 176 , , , cord-302067-yyw1he5j 147 177 multi multi JJ cord-302067-yyw1he5j 147 178 - - JJ cord-302067-yyw1he5j 147 179 exposure exposure JJ cord-302067-yyw1he5j 147 180 speckle speckle NN cord-302067-yyw1he5j 147 181 contrast contrast NN cord-302067-yyw1he5j 147 182 optical optical JJ cord-302067-yyw1he5j 147 183 spectroscopy spectroscopy NN cord-302067-yyw1he5j 147 184 ( ( -LRB- cord-302067-yyw1he5j 147 185 SCOS SCOS NNP cord-302067-yyw1he5j 147 186 ) ) -RRB- cord-302067-yyw1he5j 147 187 device device NN cord-302067-yyw1he5j 147 188 for for IN cord-302067-yyw1he5j 147 189 measuring measure VBG cord-302067-yyw1he5j 147 190 deep deep JJ cord-302067-yyw1he5j 147 191 tissue tissue NN cord-302067-yyw1he5j 147 192 blood blood NN cord-302067-yyw1he5j 147 193 flow flow NN cord-302067-yyw1he5j 147 194 Visualization visualization NN cord-302067-yyw1he5j 147 195 of of IN cord-302067-yyw1he5j 147 196 blood blood NN cord-302067-yyw1he5j 147 197 cell cell NN cord-302067-yyw1he5j 147 198 contrast contrast NN cord-302067-yyw1he5j 147 199 in in IN cord-302067-yyw1he5j 147 200 nailfold nailfold NNP cord-302067-yyw1he5j 147 201 capillaries capillary NNS cord-302067-yyw1he5j 147 202 with with IN cord-302067-yyw1he5j 147 203 highspeed highspeed NN cord-302067-yyw1he5j 147 204 reverse reverse NNP cord-302067-yyw1he5j 147 205 lens lens NNP cord-302067-yyw1he5j 147 206 mobile mobile JJ cord-302067-yyw1he5j 147 207 phone phone NN cord-302067-yyw1he5j 147 208 microscopy microscopy NN cord-302067-yyw1he5j 147 209 Validation validation NN cord-302067-yyw1he5j 147 210 of of IN cord-302067-yyw1he5j 147 211 a a DT cord-302067-yyw1he5j 147 212 novel novel JJ cord-302067-yyw1he5j 147 213 wearable wearable JJ cord-302067-yyw1he5j 147 214 , , , cord-302067-yyw1he5j 147 215 wireless wireless JJ cord-302067-yyw1he5j 147 216 technology technology NN cord-302067-yyw1he5j 147 217 to to TO cord-302067-yyw1he5j 147 218 estimate estimate VB cord-302067-yyw1he5j 147 219 oxygen oxygen NN cord-302067-yyw1he5j 147 220 levels level NNS cord-302067-yyw1he5j 147 221 and and CC cord-302067-yyw1he5j 147 222 lactate lactate NN cord-302067-yyw1he5j 147 223 threshold threshold NN cord-302067-yyw1he5j 147 224 power power NN cord-302067-yyw1he5j 147 225 in in IN cord-302067-yyw1he5j 147 226 the the DT cord-302067-yyw1he5j 147 227 exercising exercise VBG cord-302067-yyw1he5j 147 228 muscle muscle NN cord-302067-yyw1he5j 147 229 Ambulatory ambulatory JJ cord-302067-yyw1he5j 147 230 diffuse diffuse JJ cord-302067-yyw1he5j 147 231 optical optical JJ cord-302067-yyw1he5j 147 232 tomography tomography NN cord-302067-yyw1he5j 147 233 and and CC cord-302067-yyw1he5j 147 234 multimodality multimodality NN cord-302067-yyw1he5j 147 235 physiological physiological JJ cord-302067-yyw1he5j 147 236 monitoring monitoring NN cord-302067-yyw1he5j 147 237 system system NN cord-302067-yyw1he5j 147 238 for for IN cord-302067-yyw1he5j 147 239 muscle muscle NN cord-302067-yyw1he5j 147 240 and and CC cord-302067-yyw1he5j 147 241 exercise exercise NN cord-302067-yyw1he5j 147 242 applications application NNS cord-302067-yyw1he5j 147 243 Wearable wearable JJ cord-302067-yyw1he5j 147 244 near near JJ cord-302067-yyw1he5j 147 245 - - HYPH cord-302067-yyw1he5j 147 246 infrared infrared JJ cord-302067-yyw1he5j 147 247 optical optical JJ cord-302067-yyw1he5j 147 248 probe probe NN cord-302067-yyw1he5j 147 249 for for IN cord-302067-yyw1he5j 147 250 continuous continuous JJ cord-302067-yyw1he5j 147 251 monitoring monitoring NN cord-302067-yyw1he5j 147 252 during during IN cord-302067-yyw1he5j 147 253 breast breast NN cord-302067-yyw1he5j 147 254 cancer cancer NN cord-302067-yyw1he5j 147 255 neoadjuvant neoadjuvant JJ cord-302067-yyw1he5j 147 256 chemotherapy chemotherapy NN cord-302067-yyw1he5j 147 257 infusions infusion NNS cord-302067-yyw1he5j 148 1 A a DT cord-302067-yyw1he5j 148 2 review review NN cord-302067-yyw1he5j 148 3 on on IN cord-302067-yyw1he5j 148 4 the the DT cord-302067-yyw1he5j 148 5 use use NN cord-302067-yyw1he5j 148 6 of of IN cord-302067-yyw1he5j 148 7 wearable wearable JJ cord-302067-yyw1he5j 148 8 functional functional JJ cord-302067-yyw1he5j 148 9 near near JJ cord-302067-yyw1he5j 148 10 - - HYPH cord-302067-yyw1he5j 148 11 infrared infrared JJ cord-302067-yyw1he5j 148 12 spectroscopy spectroscopy NN cord-302067-yyw1he5j 148 13 in in IN cord-302067-yyw1he5j 148 14 naturalistic naturalistic JJ cord-302067-yyw1he5j 148 15 environments environment NNS cord-302067-yyw1he5j 149 1 A a DT cord-302067-yyw1he5j 149 2 wide wide JJ cord-302067-yyw1he5j 149 3 field field NN cord-302067-yyw1he5j 149 4 - - HYPH cord-302067-yyw1he5j 149 5 of of IN cord-302067-yyw1he5j 149 6 - - HYPH cord-302067-yyw1he5j 149 7 view view NN cord-302067-yyw1he5j 149 8 , , , cord-302067-yyw1he5j 149 9 modular modular JJ cord-302067-yyw1he5j 149 10 , , , cord-302067-yyw1he5j 149 11 high high JJ cord-302067-yyw1he5j 149 12 - - HYPH cord-302067-yyw1he5j 149 13 density density NN cord-302067-yyw1he5j 149 14 diffuse diffuse VB cord-302067-yyw1he5j 149 15 optical optical JJ cord-302067-yyw1he5j 149 16 tomography tomography NN cord-302067-yyw1he5j 149 17 system system NN cord-302067-yyw1he5j 149 18 for for IN cord-302067-yyw1he5j 149 19 minimally minimally RB cord-302067-yyw1he5j 149 20 constrained constrain VBN cord-302067-yyw1he5j 149 21 three three CD cord-302067-yyw1he5j 149 22 - - HYPH cord-302067-yyw1he5j 149 23 dimensional dimensional JJ cord-302067-yyw1he5j 149 24 functional functional JJ cord-302067-yyw1he5j 149 25 neuroimaging neuroimage VBG cord-302067-yyw1he5j 149 26 A a DT cord-302067-yyw1he5j 149 27 wearable wearable JJ cord-302067-yyw1he5j 149 28 diffuse diffuse NN cord-302067-yyw1he5j 149 29 reflectance reflectance NN cord-302067-yyw1he5j 149 30 sensor sensor NN cord-302067-yyw1he5j 149 31 for for IN cord-302067-yyw1he5j 149 32 continuous continuous JJ cord-302067-yyw1he5j 149 33 monitoring monitoring NN cord-302067-yyw1he5j 149 34 of of IN cord-302067-yyw1he5j 149 35 cutaneous cutaneous JJ cord-302067-yyw1he5j 149 36 blood blood NN cord-302067-yyw1he5j 149 37 content content NN cord-302067-yyw1he5j 149 38 Enabling enable VBG cord-302067-yyw1he5j 149 39 both both DT cord-302067-yyw1he5j 149 40 time time NN cord-302067-yyw1he5j 149 41 - - HYPH cord-302067-yyw1he5j 149 42 domain domain NN cord-302067-yyw1he5j 149 43 and and CC cord-302067-yyw1he5j 149 44 frequency frequency NN cord-302067-yyw1he5j 149 45 - - HYPH cord-302067-yyw1he5j 149 46 domain domain NN cord-302067-yyw1he5j 150 1 photoacoustic photoacoustic JJ cord-302067-yyw1he5j 150 2 imaging imaging NN cord-302067-yyw1he5j 150 3 by by IN cord-302067-yyw1he5j 150 4 a a DT cord-302067-yyw1he5j 150 5 fingertip fingertip NN cord-302067-yyw1he5j 150 6 laser laser NN cord-302067-yyw1he5j 150 7 diode diode NN cord-302067-yyw1he5j 150 8 system system NN cord-302067-yyw1he5j 151 1 A a DT cord-302067-yyw1he5j 151 2 miniature miniature JJ cord-302067-yyw1he5j 151 3 frequency frequency NN cord-302067-yyw1he5j 151 4 domain domain NN cord-302067-yyw1he5j 151 5 diffuse diffuse VBP cord-302067-yyw1he5j 151 6 optical optical JJ cord-302067-yyw1he5j 151 7 optode optode NN cord-302067-yyw1he5j 151 8 for for IN cord-302067-yyw1he5j 151 9 quantitative quantitative JJ cord-302067-yyw1he5j 151 10 wearable wearable JJ cord-302067-yyw1he5j 151 11 oximetry oximetry NN cord-302067-yyw1he5j 151 12 Frequency frequency NN cord-302067-yyw1he5j 151 13 domain domain NN cord-302067-yyw1he5j 151 14 diffuse diffuse VBP cord-302067-yyw1he5j 151 15 optical optical JJ cord-302067-yyw1he5j 151 16 spectroscopy spectroscopy NN cord-302067-yyw1he5j 151 17 with with IN cord-302067-yyw1he5j 151 18 a a DT cord-302067-yyw1he5j 151 19 near near JJ cord-302067-yyw1he5j 151 20 - - HYPH cord-302067-yyw1he5j 151 21 infrared infrared JJ cord-302067-yyw1he5j 151 22 tunable tunable JJ cord-302067-yyw1he5j 151 23 vertical vertical JJ cord-302067-yyw1he5j 151 24 cavity cavity NN cord-302067-yyw1he5j 151 25 surface surface NN cord-302067-yyw1he5j 151 26 emitting emit VBG cord-302067-yyw1he5j 151 27 laser laser NN cord-302067-yyw1he5j 151 28 New new JJ cord-302067-yyw1he5j 151 29 frontiers frontier NNS cord-302067-yyw1he5j 151 30 in in IN cord-302067-yyw1he5j 151 31 time time NN cord-302067-yyw1he5j 151 32 - - HYPH cord-302067-yyw1he5j 151 33 domain domain NN cord-302067-yyw1he5j 151 34 diffuse diffuse NN cord-302067-yyw1he5j 151 35 optics optic NNS cord-302067-yyw1he5j 151 36 : : : cord-302067-yyw1he5j 151 37 a a DT cord-302067-yyw1he5j 151 38 review review NN cord-302067-yyw1he5j 151 39 OpenSFDI OpenSFDI NNP cord-302067-yyw1he5j 151 40 : : : cord-302067-yyw1he5j 151 41 an an DT cord-302067-yyw1he5j 151 42 open open JJ cord-302067-yyw1he5j 151 43 - - HYPH cord-302067-yyw1he5j 151 44 source source NN cord-302067-yyw1he5j 151 45 guide guide NN cord-302067-yyw1he5j 151 46 for for IN cord-302067-yyw1he5j 151 47 constructing construct VBG cord-302067-yyw1he5j 151 48 a a DT cord-302067-yyw1he5j 151 49 spatial spatial JJ cord-302067-yyw1he5j 151 50 frequency frequency NN cord-302067-yyw1he5j 151 51 domain domain NN cord-302067-yyw1he5j 151 52 imaging imaging NN cord-302067-yyw1he5j 151 53 system system NN cord-302067-yyw1he5j 151 54 Clinical clinical JJ cord-302067-yyw1he5j 151 55 translation translation NN cord-302067-yyw1he5j 151 56 of of IN cord-302067-yyw1he5j 151 57 handheld handheld JJ cord-302067-yyw1he5j 151 58 optical optical JJ cord-302067-yyw1he5j 151 59 coherence coherence NN cord-302067-yyw1he5j 151 60 tomography tomography NN cord-302067-yyw1he5j 151 61 : : : cord-302067-yyw1he5j 151 62 practical practical JJ cord-302067-yyw1he5j 151 63 considerations consideration NNS cord-302067-yyw1he5j 151 64 and and CC cord-302067-yyw1he5j 151 65 recent recent JJ cord-302067-yyw1he5j 151 66 advancements advancement NNS cord-302067-yyw1he5j 152 1 Direct direct JJ cord-302067-yyw1he5j 152 2 observation observation NN cord-302067-yyw1he5j 152 3 of of IN cord-302067-yyw1he5j 152 4 glucose glucose NN cord-302067-yyw1he5j 152 5 fingerprint fingerprint NN cord-302067-yyw1he5j 152 6 using use VBG cord-302067-yyw1he5j 152 7 in in IN cord-302067-yyw1he5j 152 8 vivo vivo NN cord-302067-yyw1he5j 153 1 Raman Raman NNP cord-302067-yyw1he5j 153 2 spectroscopy spectroscopy NNP cord-302067-yyw1he5j 153 3 Review Review NNP cord-302067-yyw1he5j 153 4 of of IN cord-302067-yyw1he5j 153 5 non non JJ cord-302067-yyw1he5j 153 6 - - JJ cord-302067-yyw1he5j 153 7 invasive invasive JJ cord-302067-yyw1he5j 153 8 glucose glucose NN cord-302067-yyw1he5j 153 9 sensing sensing NN cord-302067-yyw1he5j 153 10 techniques technique NNS cord-302067-yyw1he5j 153 11 : : : cord-302067-yyw1he5j 153 12 optical optical JJ cord-302067-yyw1he5j 153 13 , , , cord-302067-yyw1he5j 153 14 electrical electrical JJ cord-302067-yyw1he5j 153 15 and and CC cord-302067-yyw1he5j 153 16 breath breath NN cord-302067-yyw1he5j 154 1 acetone acetone NN cord-302067-yyw1he5j 154 2 Non non JJ cord-302067-yyw1he5j 154 3 - - JJ cord-302067-yyw1he5j 154 4 invasive invasive JJ cord-302067-yyw1he5j 154 5 monitoring monitoring NN cord-302067-yyw1he5j 154 6 of of IN cord-302067-yyw1he5j 154 7 blood blood NN cord-302067-yyw1he5j 154 8 glucose glucose NN cord-302067-yyw1he5j 154 9 using use VBG cord-302067-yyw1he5j 154 10 optical optical JJ cord-302067-yyw1he5j 154 11 methods method NNS cord-302067-yyw1he5j 154 12 for for IN cord-302067-yyw1he5j 154 13 skin skin NN cord-302067-yyw1he5j 154 14 spectroscopy spectroscopy NN cord-302067-yyw1he5j 154 15 - - HYPH cord-302067-yyw1he5j 154 16 opportunities opportunity NNS cord-302067-yyw1he5j 154 17 and and CC cord-302067-yyw1he5j 154 18 recent recent JJ cord-302067-yyw1he5j 154 19 advances advance NNS cord-302067-yyw1he5j 154 20 Non non JJ cord-302067-yyw1he5j 154 21 - - JJ cord-302067-yyw1he5j 154 22 invasive invasive JJ cord-302067-yyw1he5j 154 23 continuous continuous JJ cord-302067-yyw1he5j 154 24 blood blood NN cord-302067-yyw1he5j 154 25 - - HYPH cord-302067-yyw1he5j 154 26 pressure pressure NN cord-302067-yyw1he5j 154 27 monitoring monitoring NN cord-302067-yyw1he5j 154 28 models model NNS cord-302067-yyw1he5j 154 29 based base VBN cord-302067-yyw1he5j 154 30 on on IN cord-302067-yyw1he5j 154 31 photoplethysmography photoplethysmography NN cord-302067-yyw1he5j 154 32 and and CC cord-302067-yyw1he5j 154 33 electrocardiography electrocardiography NN cord-302067-yyw1he5j 154 34 Optical optical JJ cord-302067-yyw1he5j 154 35 blood blood NN cord-302067-yyw1he5j 154 36 pressure pressure NN cord-302067-yyw1he5j 154 37 estimation estimation NN cord-302067-yyw1he5j 154 38 with with IN cord-302067-yyw1he5j 154 39 photoplethysmography photoplethysmography NN cord-302067-yyw1he5j 154 40 and and CC cord-302067-yyw1he5j 154 41 FFT fft NN cord-302067-yyw1he5j 154 42 - - HYPH cord-302067-yyw1he5j 154 43 based base VBN cord-302067-yyw1he5j 154 44 neural neural JJ cord-302067-yyw1he5j 154 45 networks network NNS cord-302067-yyw1he5j 155 1 See see VB cord-302067-yyw1he5j 155 2 - - HYPH cord-302067-yyw1he5j 155 3 through through RP cord-302067-yyw1he5j 155 4 ophthalmoscope ophthalmoscope NN cord-302067-yyw1he5j 155 5 for for IN cord-302067-yyw1he5j 155 6 retinal retinal JJ cord-302067-yyw1he5j 155 7 imaging imaging NN cord-302067-yyw1he5j 155 8 Point point NN cord-302067-yyw1he5j 155 9 - - HYPH cord-302067-yyw1he5j 155 10 of of IN cord-302067-yyw1he5j 155 11 - - HYPH cord-302067-yyw1he5j 155 12 care care NN cord-302067-yyw1he5j 155 13 , , , cord-302067-yyw1he5j 155 14 multispectral multispectral JJ cord-302067-yyw1he5j 155 15 , , , cord-302067-yyw1he5j 155 16 smartphone smartphone NN cord-302067-yyw1he5j 155 17 - - HYPH cord-302067-yyw1he5j 155 18 based base VBN cord-302067-yyw1he5j 155 19 dermascopes dermascope NNS cord-302067-yyw1he5j 155 20 for for IN cord-302067-yyw1he5j 155 21 dermal dermal JJ cord-302067-yyw1he5j 155 22 lesion lesion NN cord-302067-yyw1he5j 155 23 screening screening NN cord-302067-yyw1he5j 155 24 and and CC cord-302067-yyw1he5j 155 25 erythema erythema NN cord-302067-yyw1he5j 156 1 monitoring monitor VBG cord-302067-yyw1he5j 156 2 Design Design NNP cord-302067-yyw1he5j 156 3 of of IN cord-302067-yyw1he5j 156 4 a a DT cord-302067-yyw1he5j 156 5 novel novel JJ cord-302067-yyw1he5j 156 6 low low JJ cord-302067-yyw1he5j 156 7 cost cost NN cord-302067-yyw1he5j 156 8 point point NN cord-302067-yyw1he5j 156 9 of of IN cord-302067-yyw1he5j 156 10 care care NN cord-302067-yyw1he5j 156 11 tampon tampon NN cord-302067-yyw1he5j 156 12 ( ( -LRB- cord-302067-yyw1he5j 156 13 POCkeT POCkeT NNP cord-302067-yyw1he5j 156 14 ) ) -RRB- cord-302067-yyw1he5j 156 15 colposcope colposcope NN cord-302067-yyw1he5j 156 16 for for IN cord-302067-yyw1he5j 156 17 use use NN cord-302067-yyw1he5j 156 18 in in IN cord-302067-yyw1he5j 156 19 resource resource NN cord-302067-yyw1he5j 156 20 limited limit VBN cord-302067-yyw1he5j 156 21 settings setting NNS cord-302067-yyw1he5j 156 22 Low low JJ cord-302067-yyw1he5j 156 23 - - HYPH cord-302067-yyw1he5j 156 24 cost cost NN cord-302067-yyw1he5j 156 25 , , , cord-302067-yyw1he5j 156 26 multimodal multimodal NN cord-302067-yyw1he5j 156 27 , , , cord-302067-yyw1he5j 156 28 portable portable JJ cord-302067-yyw1he5j 156 29 screening screening NN cord-302067-yyw1he5j 156 30 system system NN cord-302067-yyw1he5j 156 31 for for IN cord-302067-yyw1he5j 156 32 early early JJ cord-302067-yyw1he5j 156 33 detection detection NN cord-302067-yyw1he5j 156 34 of of IN cord-302067-yyw1he5j 156 35 oral oral JJ cord-302067-yyw1he5j 156 36 cancer cancer NN cord-302067-yyw1he5j 156 37 Low low JJ cord-302067-yyw1he5j 156 38 - - HYPH cord-302067-yyw1he5j 156 39 cost cost NN cord-302067-yyw1he5j 156 40 , , , cord-302067-yyw1he5j 156 41 high high JJ cord-302067-yyw1he5j 156 42 - - HYPH cord-302067-yyw1he5j 156 43 resolution resolution NN cord-302067-yyw1he5j 156 44 imaging imaging NN cord-302067-yyw1he5j 156 45 for for IN cord-302067-yyw1he5j 156 46 detecting detect VBG cord-302067-yyw1he5j 156 47 cervical cervical JJ cord-302067-yyw1he5j 156 48 precancer precancer NN cord-302067-yyw1he5j 156 49 in in IN cord-302067-yyw1he5j 156 50 medically medically RB cord-302067-yyw1he5j 156 51 - - HYPH cord-302067-yyw1he5j 156 52 underserved underserved JJ cord-302067-yyw1he5j 156 53 areas area NNS cord-302067-yyw1he5j 156 54 of of IN cord-302067-yyw1he5j 156 55 Texas Texas NNP cord-302067-yyw1he5j 156 56 Wound Wound NNP cord-302067-yyw1he5j 156 57 center center NN cord-302067-yyw1he5j 156 58 without without IN cord-302067-yyw1he5j 156 59 walls wall NNS cord-302067-yyw1he5j 156 60 : : : cord-302067-yyw1he5j 156 61 the the DT cord-302067-yyw1he5j 156 62 new new JJ cord-302067-yyw1he5j 156 63 model model NN cord-302067-yyw1he5j 156 64 of of IN cord-302067-yyw1he5j 156 65 providing provide VBG cord-302067-yyw1he5j 156 66 care care NN cord-302067-yyw1he5j 156 67 during during IN cord-302067-yyw1he5j 156 68 the the DT cord-302067-yyw1he5j 156 69 COVID-19 COVID-19 NNP cord-302067-yyw1he5j 156 70 pandemic pandemic JJ cord-302067-yyw1he5j 156 71 Unconventional unconventional JJ cord-302067-yyw1he5j 156 72 methods method NNS cord-302067-yyw1he5j 156 73 of of IN cord-302067-yyw1he5j 156 74 imaging imaging NN cord-302067-yyw1he5j 156 75 : : : cord-302067-yyw1he5j 156 76 computational computational JJ cord-302067-yyw1he5j 156 77 microscopy microscopy NNS cord-302067-yyw1he5j 156 78 and and CC cord-302067-yyw1he5j 156 79 compact compact JJ cord-302067-yyw1he5j 156 80 implementations implementation NNS cord-302067-yyw1he5j 157 1 Recent recent JJ cord-302067-yyw1he5j 157 2 patient patient JJ cord-302067-yyw1he5j 157 3 health health NN cord-302067-yyw1he5j 157 4 monitoring monitoring NN cord-302067-yyw1he5j 157 5 platforms platform NNS cord-302067-yyw1he5j 157 6 incorporating incorporate VBG cord-302067-yyw1he5j 157 7 internet internet NN cord-302067-yyw1he5j 157 8 of of IN cord-302067-yyw1he5j 157 9 thingsenabled thingsenabled JJ cord-302067-yyw1he5j 157 10 smart smart JJ cord-302067-yyw1he5j 157 11 devices device NNS cord-302067-yyw1he5j 158 1 He -PRON- PRP cord-302067-yyw1he5j 158 2 is be VBZ cord-302067-yyw1he5j 158 3 an an DT cord-302067-yyw1he5j 158 4 associate associate JJ cord-302067-yyw1he5j 158 5 professor professor NN cord-302067-yyw1he5j 158 6 in in IN cord-302067-yyw1he5j 158 7 the the DT cord-302067-yyw1he5j 158 8 Department Department NNP cord-302067-yyw1he5j 158 9 of of IN cord-302067-yyw1he5j 158 10 Biomedical Biomedical NNP cord-302067-yyw1he5j 158 11 Engineering Engineering NNP cord-302067-yyw1he5j 158 12 at at IN cord-302067-yyw1he5j 158 13 Boston Boston NNP cord-302067-yyw1he5j 158 14 University University NNP cord-302067-yyw1he5j 158 15 . . . cord-302067-yyw1he5j 159 1 His -PRON- PRP$ cord-302067-yyw1he5j 159 2 lab lab NN cord-302067-yyw1he5j 159 3 develops develop VBZ cord-302067-yyw1he5j 159 4 diffuse diffuse JJ cord-302067-yyw1he5j 159 5 optical optical JJ cord-302067-yyw1he5j 159 6 technologies technology NNS cord-302067-yyw1he5j 159 7 to to TO cord-302067-yyw1he5j 159 8 study study VB cord-302067-yyw1he5j 159 9 human human JJ cord-302067-yyw1he5j 159 10 disease disease NN cord-302067-yyw1he5j 159 11 . . . cord-302067-yyw1he5j 160 1 Prior prior RB cord-302067-yyw1he5j 160 2 to to IN cord-302067-yyw1he5j 160 3 starting start VBG cord-302067-yyw1he5j 160 4 his -PRON- PRP$ cord-302067-yyw1he5j 160 5 faculty faculty NN cord-302067-yyw1he5j 160 6 position position NN cord-302067-yyw1he5j 160 7 , , , cord-302067-yyw1he5j 160 8 he -PRON- PRP cord-302067-yyw1he5j 160 9 was be VBD cord-302067-yyw1he5j 160 10 a a DT cord-302067-yyw1he5j 160 11 postdoctoral postdoctoral JJ cord-302067-yyw1he5j 160 12 fellow fellow NN cord-302067-yyw1he5j 160 13 at at IN cord-302067-yyw1he5j 160 14 the the DT cord-302067-yyw1he5j 160 15 Beckman Beckman NNP cord-302067-yyw1he5j 160 16 Laser Laser NNP cord-302067-yyw1he5j 160 17 Institute Institute NNP cord-302067-yyw1he5j 160 18 at at IN cord-302067-yyw1he5j 160 19 the the DT cord-302067-yyw1he5j 160 20 University University NNP cord-302067-yyw1he5j 160 21 of of IN cord-302067-yyw1he5j 160 22 California California NNP cord-302067-yyw1he5j 161 1 This this DT cord-302067-yyw1he5j 161 2 work work NN cord-302067-yyw1he5j 161 3 has have VBZ cord-302067-yyw1he5j 161 4 been be VBN cord-302067-yyw1he5j 161 5 supported support VBN cord-302067-yyw1he5j 161 6 by by IN cord-302067-yyw1he5j 161 7 an an DT cord-302067-yyw1he5j 161 8 American American NNP cord-302067-yyw1he5j 161 9 Cancer Cancer NNP cord-302067-yyw1he5j 161 10 Society Society NNP cord-302067-yyw1he5j 161 11 Mission Mission NNP cord-302067-yyw1he5j 161 12 Boost Boost NNP cord-302067-yyw1he5j 161 13 Award Award NNP cord-302067-yyw1he5j 161 14 : : : cord-302067-yyw1he5j 161 15 MBG-18 MBG-18 NNP cord-302067-yyw1he5j 161 16 - - HYPH cord-302067-yyw1he5j 161 17 128 128 CD cord-302067-yyw1he5j 161 18 - - HYPH cord-302067-yyw1he5j 161 19 01-COUN 01-coun CD cord-302067-yyw1he5j 161 20 . . . cord-302067-yyw1he5j 162 1 I -PRON- PRP cord-302067-yyw1he5j 162 2 kindly kindly RB cord-302067-yyw1he5j 162 3 thank thank VBP cord-302067-yyw1he5j 162 4 Amaan Amaan NNP cord-302067-yyw1he5j 162 5 Mazhar Mazhar NNP cord-302067-yyw1he5j 162 6 and and CC cord-302067-yyw1he5j 162 7 Kavon Kavon NNP cord-302067-yyw1he5j 162 8 Karrobi Karrobi NNP cord-302067-yyw1he5j 162 9 for for IN cord-302067-yyw1he5j 162 10 their -PRON- PRP$ cord-302067-yyw1he5j 162 11 helpful helpful JJ cord-302067-yyw1he5j 162 12 feedback feedback NN cord-302067-yyw1he5j 162 13 . . .