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F.S. Falcetta et al. Table 6 ( continued ). Study ID

Artificial Intelligence In Medicine 137 (2023) 102487

GinQte1l:ligWenhtatmaorde etlhs eused to ss ot rluvcet ut hr eed par uo bt ol emma t iocf dc loi nc ui cma le nhtias tt ioorny ?o f t h e ; ; ; Speech-enhancement M C N u o u s i l s t t o e i- - m s r t e i y z s l i e e l d ie t n r le a t x in A ic i S n o R g n

GchQa2ll:enWgheas tfaacreedthine creating adnocauumtoemntaattiicons?tructured Etrrarnosrcsriipntimonaschininenoisy el oncvai trioonnms ) e; nDt se t(epcrt ei n- hg o ms pei tdai lc a l at hned mmei dl i itcaar ly pt reor fme ss s iuosneadl sb iyn an emergency situation

GstQru3c:tuWrehdatapurtoomblaetmics could a dsoolcvuem? entation help to Idnoccoummpelne tt ae t ioorn f ao ifl e d pe mr ee- hr goes np ci tya l s ict auraet i ionn s ; Mi n seudfifciac li eenrtr odros c rueml aetne tda ttioo n ot rra nc soimt i omnu nf rioc ma t i opnr e i- nh otshpei t a l to hospital care

Ga uQt o4 m: Ha toi cw dcoocuul md esnt rt ua ct itounr e d idmo cptroorv–ep amt ieednitc ai nl tcear raec t ai onnds ? R( deudpulci cea tcel i naidcma l i neirsrtor rast i o n o f tHhaen ds a- fmr eee md eodc iucma tei no nt a)t; i o n i n tcha er e f; i eTl rda ndsumr iint gc opmr ep- hl eot sep ai tna dl athcecuproatine tinoffoirnmjuartyiontofrtohme field hospital

woo2021 [50]

tboe dceosrcrreicbtel y p rr ee pc iosri ot end .s yTmh pi st oims sa nt h ai mt pc oo ur tladn tt a pk reo bt ol eommfaonry awu toormd sa ttioc dt hoec uimn teenr vt ai et iwo n t os i naccec e pt ht ae b laep pml iecda it ci oanl tme rums ts . cFhiannl egye et th ea l w. o[ 4r d7s] fursoemd kd ne foi wn iltei od ng es ,- bf oa rs esdy ms tpr at ot emg ide es ,s csrui pc ht i oans . sTehmi sa ns ttri uc cot uv reer dl a pr e pwriet hs e ndti ac tt ii oo nn aarly lt oh we efdi naa l s cr reipboe r tt o. Ae vf tael ru at thei st hper oi nc feos rs m, taht ieoyn uesxet dr a cat esde nbteefnocree gbeannekr awt iint hg tt ey mp eps l. a tAefst.e rT ht hees see t seemnpt el antceess wweerree af inl lneodt awt ei dt h t oi n froercme iavtei o ns p, etchief iyc wd ea rt ae clusTtehreedapipnliacasttiaonndparrodpizoesdedfobrymKath.attak et al. [44] is a lexicon look-up oa nf dt e Rr mx Ns of rr mo mt oB iiodPeonrtti af yl , eSnNt Oi t iMe sE Dl i -kCeT a, nCaot on ms uimc aelr l Ho ceaatlitohn sV, osci ag bnus l aa rnyd, saynmd pStzooml os v, idt si a [g4n3o]s eisn, t ae ng rda tt ehde r ianptioe st. hTe hi re ps roof tgwr aamr e tdheev eSloofpt we da rbey DKel av ne ln oMpemd iecnatl KE idt i tf ir oo nm f oDrr abge ot tne’rs aNcac tuurraacl yl y oSnp me aekdi incga lbtye rNmui annocl oe gays. wT he lel sat su di tys ba ny dMLaOa IsNeCt aa ln. d[ 4D5r]u gu bt ial inzke,d SaI Ds EmRe, d ai cnadl bAaEcRkSg rtoou nb du i lSdN Ot hMe EkDn ,o wI Cl De d- 1g 0e gt ar ga gpehds . aTnhde du isaeldo gtuoe fwi l la s a c ol inbvr ea rr tye do ft ol itnegxut ,i sat incd pt ahtet eirnnf so.r mF raot imo n t hwaats, astrruecptourrte’’was generated using these constructions in a pre-specified w a rTe hceTpArKo Eg Sr a dme vperlooppoesde db yb yt hWe eMn ac ye sol aCol ianni cd aEnsdt ucarro[s 4s -9c]h eucs ke ds dt he et e scot ef td- tMh ee d ii cnaplu tL atnegx ut aegxet rSayc st et edme. nLt iatsi telsy , w[i5t h0 ] t ht rea i nd ei cdt i of onra rtyh eoi rf pt hr ee - hUons pi fiiteadl ai cuatlo ma nadt i cmdi loi tcaurmy et enrt ma t si ocno dmemv iocne l ya nu es ewd ciuns tt ohmi s i zc el idn ilceaxli csoc ne nfar roimo ums iendg tnheewC al er xniecgoine Mw ea lsl omn eUr ng ei vde rws iittyh S tphhei noxr iKgni no awl l eddi cg tei oBnaasrey T ao no dl [ l5a5n]g. uTahgi es models, and this was used as the new lexicon [50]. 5h e. 7a.l t hS Qs y3s: t He mo sw) ,waans dt hwe haaptp lwi cear tei oi nt s t er es tseudl t s( ?l a rWg ea-ss ctahleer tee sat ns siumc ph r ao sv ei nm pe nu tb liinc care, such as improved turnaround time and reduced documentation errors? s a y p s p t N l e i m o ca n s t e . io o F n f i s v th e [ e 4 o 4 s f t ,4 u t 6 d h , i e 4 es 8 s – s t 5 e u l 0 d e ] i c . e t s e T d h se p e l r e e s c t s t u e e d n d y te p d b r y l e a s r A e g n h e t a - e s m d ca e l d s e om e te t e st a s l t . e in s [ t 4 s th 6 e o ] f h te e t s h a t d r iatns a mm on de suilse. iTnh ec l at es ssitf yci no ng s irset leedv aonft 6a 9n d r ei rcroerlde ivnagnst oi nf f or or mu tai nt ieo nmiend itchael et ixoanms iinna tt hi oen Es yoef fCollilnoiwc -Suupl zvbi saict hs oi nf pSautlizebnat sc hr ,e cGeei vr mi nagniyn. t rTahvei t rperaolg irnajme c’ s pdeermfoornmstarnacteedwaavs acliodmatpiaornedactcourmacaynuoaf l9i2n.4fo1r%m.ation classification and i c n om im T m h p e u ro n a v i p c i p n a l t g i i c o t a h n t , e io w c n l a i b n s y i t c e N a s l t i e h e d t is a i t n o l. r a [ y 4 p a 8 r n ] e d , -d w t e h h t e e ic r e h m ff a i i n c im i e e d e n d c si y t n o o g a f le s p - s c a is a t t i s e e t n h s t e c – e p p n h h a y y r s s i i i o c c . i i a a I n n n this test, the study showed 82.17% accuracy at word recognition and l e e t i h

at o s ei gi gnhi fti.c aTnhte i nAcur teoaSs cer iibne qpureospt ioosnesd abs yk eKd hbayt t at kh ee tp hayl .s i[c4i a4n] fwr oams t tehs treede oc hn a 8s e0d0 far ou md i oV pe raitlioegnut -ec lIiNn Ci c iaannd dsihaol owgeude sF, 1a ns cdo rt he se ior f t 0r a. 7n1s cfroi pr tui ot tnesr apnucre tayt tprei bcul taes sci fl ai csas ti fi oi cna,t i0o.n6.3 Ffoorr pmr iemd iacrayl de inatgi tnyo si di se nc lt ai fsisciaf itci oa nt i,o an n, di t 0s .h7o7wfeodr Ff o1r socsot er eosp oorfo0s i.s9,30 .f7o 6r ifnofrl ut ye pn ez aI,I 0d.i8a3b eftoers , AaDnHd D0,. 701. 6f8o r f odre pCrOe sPsDi o,n0. . 7 8 g g r e o n u T c p y h s e m o s e f tu d 2 d i 6 c y a i l n b d y se iv W rv id o ic u o e a s e l , s t t f a r r a l o . n m [ s 5 p d 0 o i ] r f t f t e e n r s e u t n e rs t d e h s t e , h a e a l i n t r h d c p a r e o r m e to e a t r r y g e p e a e n s c w s y u it c d h h ep s a a i s x rt e f m m oc e e u n r s t - pb yh ys si mi c iualna st i. oTnhdi sr i tl less t( 2c1o ns es si ssti eodn soof vae rs et hmr ie- es t dr ua cytsu) .r eTdh ei nsteesrsvi oi enws cf oo nl lsoi ws t ee dd or ef c 2o 7r d ec do mi np laept pe r op xa itmi e antte lcya s5e sh forfoamu df ii oe l adn tdo l af ti ee lrdt rha on ss pc ri ti ab le. d Tbhye yh uwmear ne ms oef tdwi caarle t rf oa rn sccormi ppt iaorni si os tns . aInndt hb iys tchoemDpraargi soonn M, tehdei cbael s Pt rma cotdi ceel Ep rdoi tpi oo sne d4 achieved a medical word error rate: of 46.3% and an F1 score of 0.781. 5an.8d. pSaQti4en: tHs?ow was the program acceptability by its users, such as doctors n a r iOons l y[ 4 t9w, 5o0 ]s.t uTdhi ee s s tpur de sye nbtye dWuesnecre stleasot ar ensdu l Et ss t iuna rl i [v4e9 ]c l itneisct ae ld stchee- pu rs oe rt owt yapse ’ds e sucsrai bb ei ldi t ya s whiat hv i nogn em odroec ttohra ni nf i vae cyl ei naircsa ol f s iemx puel ar itei onnc e. Ta nhde da sekeepd ktnoo wf i ll el doguet oafn t he en hl oa nc ac le dE Ms yRs.t eAmf t eurs at hb ei l i tt eys ts, c tahl ee tphaartt i cgirpaadnets wt haes pa br oodvue c wt /hpircoht otthyep ep roond uac ts ci as l ec l af rs os imf i e 0d at os b1e0i0n gwgi tehn earna l layv eursaagbel e o [f 5668] ,. T1 0h 0e , par octloe tayrpree sf ua il lte tdh at ht ea luesrat sb irl ei tsye at recsht ewr si t ihn at h4i 5s foi enl da tshcaatl eu fsraobmi l i t0y tios as p teoepc hp- tr oi o- trei txyt . AAPsI sa, tshi de e Gnoootgel,e -t ph oe ws et ur eddy Ha lTs Mo Lc 5o mWpeabr eSdp et we coh dAi fPf Ie raenndt tah eb eItBt eMr sWo laut st ioonn. Is ni n ct he i si t c iosmcpoamr ips ao tni ,b lteh ewGi t oh o mg l eu l tAi pPlIe wl aans gcuoangsei ds ear ne dd sWh ao tws oe nd svheorwy eldo wa l laagt etni mc ye oo ff mt r ao nr es ctrhi pa tni oan .mOi nnu tteh et o opt rhoecre shs a anfdt e, r I Bt hMe 1 toTh2e-mpianrutitceipteasnttscatesestiwnagsthfienidsehveidc.e from the study by Woo et al. [50] es imn cpeh ai ts i zweads t dh ee v ne el oepde fdo rf odr e vp ircee- hfol es xp ii bt ai ll i tcya, r set udrodci un me s es ,n taant di o lni .g hTtrwa ieni gi nhgt wt a il tkh l ot hued ddeuvriicneg biet sf our see i tws eursee sionmr ee aol f ctl hi nei coat lh secr erneacroi mo sma ennddtaht ei o nn es .e dT ht oe pr eacrot ircdi ipnagn tt sh ea l cs ol i ns iucgagl esscteenda trhi oa,t at hn ed pvoi ds seiob ial int dy op fh oi nt co lsu fdr ionmg st hh oe r itnnj uo rt ieess, ct hoeu lpdaht ieelnpt tihs ebaepi npgl i ct raat inosnp oi nr tcerde aws ei t hi t svvaal ul uaeb laenidn fhoerlmp atthi oe ns.i t e t o w h i c h

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