AI a cikin Ophthalmology
Ido yana ɗaya daga cikin manyan labarun nasara na likitanci na AI saboda ido yana da wadataccen hoto da sauƙin hoto.
Dubawa
AI can now screen for blinding diseases like diabetic retinopathy directly from retinal photos, sometimes without a specialist in the loop.
Zurfafa nutsewa
Ana iya daukar hoton retina cikin sauri kuma ba tare da cin zarafi ba, yana samar da ainihin nau'ikan hotuna masu inganci masu zurfin ilmantarwa. A cikin 2018 FDA ta share IDx-DR, na'urar gano AI ta farko mai cin gashin kanta, wacce ke karanta hotunan fundus launi kuma ta gaya wa asibitin kulawa na farko ko mai ciwon sukari ya kamata ya ga likitan ido, ba tare da wani ƙwararren mai fassara hoton ba. _AIU_PROTECTED_11__'s alamar ƙasa 2016 Nazarin JAMA ya horar da abin ƙira don gano cutar ciwon suga a matakin ƙwararru da keɓancewa. Bayan ciwon ido na ciwon sukari, AI yana nuna alamun shekaru masu alaƙa da macular degeneration, glaucoma daga hotunan jijiyoyi na gani, da retinopathy na prematurity. DeepMind ya yi aiki tare da Asibitin Ido na Moorfields don tantance yanayin retinal sama da 50 daga binciken OCT, daidaitattun ƙwararrun ƙwararrun ƙwararrun ƙwararrun duniya da ba da shawarar masu neman gaggawa.
Fahimtar Fasaha
Yawancin tsarin suna amfani da hanyoyin sadarwa na juzu'i waɗanda aka horar akan dubun dubatar zuwa miliyoyin hotuna na fundus ko juzu'in haɗin kai na gani (OCT). OCT shine ainihin duban gani na gani wanda ke samar da ƙananan-ƙudurin giciye-ɓangarorin ɓangarorin retina, manufa don tabo ruwa da bakin ciki. Bincike mai ban sha'awa: cibiyoyin sadarwa na iya ba da fasalulluka da likitoci ba za su iya karantawa da ido ba, kamar shekarun majiyyaci, jima'i, yanayin shan taba, da haɗarin bugun jini, daga hoton ido kawai, nuna alamar ido taga ce ga lafiyar jikin gabaɗaya.
Dabarun Tasiri
Mahallin da dokoki
Halin masana'antu yana ƙayyade ko ra'ayoyin AI sun tsira hulɗa da gaskiya.
Kula da inganci
Matsakaicin yanki yana tasiri karɓaɓɓun ƙimar kuskure da ƙirar sa ido.
Gina zaɓuɓɓuka
Nasarar tura kayan aiki sun daidaita iyawar fasaha tare da ayyukan aiki na gaba.
Makomar AI a cikin Ophthalmology
Yin gwajin cutar kansa mai cin gashin kansa zai bazu cikin kantin magani, ofisoshin kulawa na farko, da yankuna masu ƙarancin albarkatu inda kwararrun ido ba su da yawa, kamuwa da cuta kafin a rasa hangen nesa. 'Oculomics', ta yin amfani da retina don hasashen cututtukan zuciya, cututtukan koda, har ma da haɗarin Alzheimer, yanki ne mai aiki. Kyamara na tushen wayar hannu da aka haɗa tare da AI na iya kawo nunawa ga ƙasashe masu tasowa. Yi tsammanin haɗin kai tare da bayanan lantarki da ci gaba da lura da yanayin ido na yau da kullun.
Aiwatar da Gaskiyar Duniya
IDx-DR (yanzu LumineticsCore) yana bincikar masu ciwon sukari kai tsaye don maganin cutar da ake iya magana a kai a asibitocin kulawa na farko ba tare da ƙwararren ido ya karanta hoton ba.
DeepMind da Moorfields sun gina tsarin da ke tantance cututtukan retinal 50 da ƙari daga binciken OCT kuma suna ba da shawarar masu neman gaggawa a matakin ƙwararru.
Kayan aikin AI suna taimakawa tantance ciwon ido na rashin haihuwa a jarirai, babban dalilin makanta na yara wanda ke da wahala a ƙididdigewa.
Samfuran bincike sun ƙididdige haɗarin zuciya da jijiyoyin jini da shekarun ilimin halitta daga hoto guda ɗaya, filin da ya fito da ake kira oculomics.
Hatsari & Tsare-tsare
Bukatun tsari na iya ɓata in ba haka ba ƙaƙƙarfan samfuri.
Bayanan tarihi na iya ɓoye son zuciya da ke cutar da takamaiman al'ummomi.
Tsarin gado na iya haifar da ƙullun haɗin kai da ɓoyayyun farashi.
Taswirar Hanya
Haɗa ƙwararrun yanki daga tsara matsala zuwa ƙima.
Zane hanyoyin duba da takaddun kafin ƙaddamarwa.
Tabbatar da yarda da wajibai na aminci da wuri.
Fitar a cikin matakai tare da bayyanannen ma'auni na tsayawa da juyawa.
Ci gaba da Bincike
Free newsletter
Get the daily AI briefing
Three verified AI stories every weekday morning, written in plain English. Free forever, no ads.
One email each weekday. Unsubscribe in one click. We never sell or share your address.
Test yourself
Take the AI in Ophthalmology quiz
Instant feedback on every answer, and a shareable certificate with a verifiable ID once you pass a course.
Support free AI education. AI Understanding is a 501(c)(3) nonprofit — no ads, no paywall, ever. Make a donation
Jagora na gaba
AI a cikin Gudanar da Ruwa
Tambayoyin da ake yawan yi
What is AI in Ophthalmology?
Ido yana ɗaya daga cikin manyan labarun nasara na likitanci na AI saboda ido yana da wadataccen hoto da sauƙin hoto. AI yanzu na iya bincika cututtukan makanta kamar masu ciwon suga kai tsaye daga hotunan retinal, wani lokacin ba tare da ƙwararrun madauki ba.
Me yasa ilimin ido ya dace musamman don zurfafa ilmantarwa?
Ɗaukar hoto na ido da OCT suna samar da ɗimbin hotuna masu inganci ba tare da ɓarna ba, daidai nau'in ingantattun bayanan gani wanda ƙirar ilmantarwa mai zurfi ta yi fice.
Menene sananne game da IDx-DR lokacin da FDA ta share shi a cikin 2018?
IDx-DR shine farkon gwajin AI mai sarrafa kansa na FDA: yana nazarin hotunan fundus kuma yana fitar da shawarwarin neman taimako don ciwon sukari na ciwon sukari ba tare da wani likitan da ke fassara hoton ba.
Menene OCT, hanyar yin hoto a tsakiya ga yawancin kayan aikin retinal AI?
Haɗin kai na gani yana aiki kamar duban gani na gani, yana samar da cikakkun hotunan giciye na sassan ido wanda ke bayyana ruwa, kumburi da bakin ciki wanda ba a iya gani akan hoto mai faɗi.
Wanne iyawa mai ban mamaki masu bincike suka samu lokacin horar da cibiyoyin sadarwa akan hotunan ido?
Google Masu bincike sun nuna samfurin zai iya yin hasashen shekarun majiyyaci, jima'i, matsayin shan taba, da haɗarin bugun jini daga hoton retinal kadai, yana bayyana alamun lafiyar tsarin jikin ɗan adam ba zai iya karantawa kai tsaye ba.
Menene filin 'oculomics' mai tasowa ya yi niyyar yi?
Oculomics yana kula da retina azaman taga akan lafiyar jikin gabaɗaya, ta amfani da hotunan retinal da AI don kimanta haɗarin cututtukan zuciya, koda, da cututtukan neurodegenerative.