AI ee cilmiga indhaha
Cilmiga indhaha waa mid ka mid ah sheekooyinka guusha caafimaad ee ugu weyn AI sababtoo ah ishu waa qani muuqaal ahaan waana fududahay in la sawiro.
Dulmar
AI can now screen for blinding diseases like diabetic retinopathy directly from retinal photos, sometimes without a specialist in the loop.
quusid qoto dheer
Sawirka isha si dhakhso ah oo aan fiicneyn ayaa loo sawiri karaa, taasoo soo saarta sida saxda ah nooca sawirada tayada sare leh ee barashada qoto dheer ay ku horumarto. Sannadkii 2018 FDA waxay nadiifisay IDx-DR, qalabkii ugu horreeyay ee madaxbannaan ee AI, kaas oo akhriya sawirada fundus midabka oo u sheega rugta daryeelka aasaasiga ah haddii bukaanka sokorowga ahi ay tahay inuu arko dhakhtarka indhaha, iyada oo aan lahayn khabiir fasiraya sawirka. Google's Landmarks 2016 Daraasada JAMA waxay tabobartay nooc lagu ogaado cudurka retinopathy-ka macaanka ee heerka xasaasiga ah iyo gaar ahaaneed. Marka laga soo tago cudurka indhaha ee sonkorowga, AI waxay calaamadisaa da'da la xiriirta cillad maskaxeed, glaucoma oo ka timid sawirada dareemeyaasha aragga, iyo retinopathy of prematurity. DeepMind waxay kala shaqeysay Isbitaalka Indhaha ee Moorfields si ay u kala soocdo in ka badan 50 xaaladood oo isha ku haysa baarista OCT, oo la mid ah khubarada hormuudka ka ah adduunka oo ay kula taliso gudbin degdeg ah.
Aragtida Farsamada
Nidaamyada intooda badani waxay isticmaalaan shabakadaha neerfaha ee loo tababaray tobanaan kun ilaa malaayiin sawirro fundus ah oo calaamadeysan ama mugga isku xirnaanta indhaha (OCT). OCT asal ahaan waa ultrasound-ka indhaha oo soo saara qaybo-xalin-yar oo iskutallaabta ah ee lakabyada retina, oo ku habboon in lagu arko dareeraha iyo khafiifinta. Natiijooyin cajiib ah: shabakaduhu waxay qiyaasi karaan astaamo aanay dhakhaatiirta ishu akhriyi karin, sida da'da bukaanka, jinsiga, heerka sigaarcabka, iyo khatarta wadnaha iyo xididdada dhiigga, laga bilaabo sawirka isha oo keliya, soo jeedinta xuubka retina waa daaqad caafimaadka jidhka oo dhan.
Saamaynta Istiraatijiyadeed
Macnaha iyo xeerarka
Macnaha guud ee warshadaha ayaa go'aamiya in fikradaha AI ay ka badbaadaan xiriirka dhabta ah.
Xakamaynta tayada
Caqabadaha domain waxay saameeyaan heerarka khaladaadka la aqbali karo iyo moodooyinka kormeerka.
Xulashada dhismayaasha
Hawlgalinta guusha leh waxay la jaanqaadaysaa awoodda farsamada iyo socodka shaqada safka hore.
Mustaqbalka AI ee cilmiga indhaha
Baaritaanka indhaha ee iskiis u madax banaan ayaa ku fidi doona farmashiyeyaasha, xafiisyada daryeelka aasaasiga ah, iyo gobolada kheyraadka hoose oo ay ku yar yihiin dhakhaatiirta indhaha ku takhasusay, iyagoo qaadaya cudur ka hor intaan aragga la lumin. 'Oculomics', iyadoo la isticmaalayo retina si loo saadaaliyo cudurada wadnaha, cudurada kelyaha, iyo xitaa halista Alzheimer, waa xuduud firfircoon. Kaamirooyinka fundus-ku-saleysan ee taleefanka casriga ah ee lagu lammaaniyay AI waxay u keeni karaan baarista adduunka soo koraya. Filo is dhexgalka adag ee diiwaannada elektaroonigga ah iyo la socodka joogtada ah ee xaaladaha indhaha ee dabadheeraada.
Dhaqangelinta Adduunka-dhabta ah
IDx-DR (hadda LumineticsCore) ayaa si iskeed ah u baadha cudurka macaanka ee loo gudbin karo ee rugaha daryeelka aasaasiga ah iyada oo aan khabiir isha akhrin sawirka.
DeepMind iyo Moorfields waxay dhiseen nidaam kala saaraya 50-iyo lagu daray cudurrada retinal ee baaritaanka OCT waxayna ku taliyaan gudbin degdeg ah oo heer khabiir ah.
Aaladaha AI waxay gacan ka geystaan baadhista cudurka indho-beelka ee dhicisnimada dhallaanka, sababta ugu weyn ee indho la'aanta carruurnimada oo ay adag tahay in si joogto ah loo qiimeeyo.
Moodooyinka cilmi-baaristu waxay ku qiyaasaan khatarta wadnaha iyo xididdada dhiigga iyo da'da noolaha laga bilaabo hal sawir oo isha ah, goob soo ifbaxday oo loo yaqaan 'oculomis'.
Khatarta & Dariiqyada Ilaalada
Shuruudaha sharciyeedku waxay burin karaan tusaalooyin kale oo xooggan.
Xogta taariikhiga ah waxa laga yaabaa inay dejiso eexda waxyeellaysa bulshooyinka gaarka ah.
Nidaamyada dhaxalka ah waxay abuuri karaan carqalado is dhexgalka iyo kharashyo qarsoon.
Qorshe Hawleedka Dhaqangelinta
Ka qaybgal khabiirada goobta laga bilaabo qaabaynta dhibaatada ilaa qiimaynta.
Naqshad habab xisaabeedka iyo dukumentiyada kahor intaan la bilaabin.
Horey u xaqiiji u hoggaansanaanta iyo waajibaadka badbaadada.
U soo bax marxalado leh shuruudo joogsi iyo dib u celin cad.
Sii wad Sahaminta
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Hagaha xiga
AI ee Maareynta Biyaha
Su'aalaha soo noqnoqda
What is AI in Ophthalmology?
Cilmiga indhaha waa mid ka mid ah sheekooyinka guusha caafimaad ee ugu weyn AI sababtoo ah ishu waa qani muuqaal ahaan waana fududahay in la sawiro. AI hadda waxay si toos ah uga baadhi kartaa cudurrada indhoolayaasha ah sida cudurka 'diabetic retinopathy' si toos ah sawirrada indhaha, mararka qaarkood iyada oo aan khabiir ku ahayn wareegga.
Waa maxay sababta cilmi-nafsiga indhaha ay si gaar ah ugu habboon tahay barashada qoto dheer?
Sawir qaadista indhaha iyo OCT waxay soo saaraan sawiro tayo sare leh oo aan fiicneyn, dhab ahaan nooca xogta muuqaal ee caadiga ah ee moodooyinka barashada qoto dheer ay ka fiican yihiin.
Maxaa xusid mudan oo ku saabsan IDx-DR markii FDA ay nadiifisay 2018?
IDx-DR waxay ahayd ogaanshaha AI ee madax-bannaan ee FDA-dii ugu horreysay: waxay falanqaysaa sawirrada fundus waxayna soo saartaa talo-bixin tixraac ah oo loogu talagalay cudurka macaanka ee sonkorowga iyada oo aan lahayn dhakhtar tarjuma sawirka.
Waa maxay OCT, habka sawir-qaadista ee udub dhexaad u ah qalabyo badan oo retina AI?
Sawir-qaadista isku-xidhnaanta aragga waxay u shaqeysaa sida ultrasound-ka indhaha, soo saara muuqaallo faahfaahsan oo isdhaafsi ah oo lakabyada retina ah oo muujinaya dareere, barar, iyo khafiifin aan lagu arki karin sawir fidsan.
Awoodkee la yaab leh ayay cilmi-baarayaashu heleen markii ay tababarayeen shabakadaha sawirada indhaha?
Google cilmi-baarayaashu waxay muujiyeen in nooc uu saadaalin karo da'da bukaanka, jinsiga, heerka sigaarka, iyo khatarta wadnaha iyo xididdada dhiigga ee sawirka isha oo keliya, taas oo muujinaysa calaamadaha caafimaadka habaysan ee aadanuhu si toos ah u akhrin karin.
Maxey hiigsaneysaa in la sameeyo goobta soo koraysa ee 'oculomics'?
Oculomics-ku waxay ula dhaqmaan retina sidii daaqad caafimaadka jirka oo dhan, iyadoo la adeegsanayo sawirada xuubka isha iyo AI si loo qiyaaso khatarta cudurada wadnaha, kelyaha, iyo neerfayaasha.