Dubawa
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.
AI a cikin ilimin ido yana amfani da AI a cikin ƙayyadaddun mahalli inda ƙa'idodi, ayyuka, da haƙurin haɗari suka tsara zaɓin ƙira.
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.
Mastering 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. AI yanzu na iya bincika cututtukan makanta kamar masu ciwon suga kai tsaye daga hotunan retinal, wani lokacin ba tare da ƙwararrun madauki ba. AI a cikin ilimin ido yana amfani da AI a cikin ƙayyadaddun mahalli inda ƙa'idodi, ayyuka, da haƙurin haɗari suka tsara zaɓin ƙira. Don gina fahimta mai zurfi, bi da AI a cikin Ophthalmology a matsayin samfurin aiki, ba nau'i ɗaya ba: ayyana sakamakon da ake so, bayyana zato, da kuma raba abin da tsarin zai iya dogara da abin da har yanzu yana buƙatar yanke hukunci na ƙwararru.
A aikace, ƙungiyoyi masu ƙarfi da ke amfani da AI a cikin ilimin Ophthalmology suna daidaita ƙarfin fasaha tare da manufofin yanki, tantancewa, da yanke shawara na gaba. Suna rubuta ƙayyadaddun ƙa'idodin nasara, gwaji akan bayanan gaskiya da gudanawar aiki, da jujjuyawar bisa ga tsarin gazawar da aka lura maimakon cin nasara na lokaci ɗaya. Wannan shine inda fahimtar ka'idar ta juya zuwa iyawa mai dorewa a cikin samfura, manufofi, da ayyuka.
Halin masana'antu yana ƙayyade ko ra'ayoyin AI sun tsira hulɗa da gaskiya. A lokaci guda, ƙa'idodi na ƙa'ida na iya ɓata in ba haka ba ƙaƙƙarfan samfuri. Hanyar da ta fi dacewa ita ce haɗa saurin gwaji tare da horon gudanarwa: gudanar da matukin jirgi, kama shaida, buga rajistan ayyukan yanke shawara, da ci gaba da sabunta abubuwan tsaro kamar yadda halayen ƙira, tsammanin mai amfani, da buƙatun tsari ke tasowa.
Dabarun Tasiri
Halin masana'antu yana ƙayyade ko ra'ayoyin AI sun tsira hulɗa da gaskiya.
Halin masana'antu yana ƙayyade ko ra'ayoyin AI sun tsira hulɗa da gaskiya. A cikin ƙawance masu inganci, ana fassara wannan zuwa ƙa'idodin aiki waɗanda za a iya aunawa, iyakokin ikon mallaka, da kuma bita-da-kullin bita don ƙungiyoyi su iya haɓaka kwarin gwiwa a maimakon ɓata shakku.
Matsakaicin yanki yana tasiri karɓaɓɓun ƙimar kuskure da ƙirar sa ido.
Matsakaicin yanki yana tasiri karɓaɓɓun ƙimar kuskure da ƙirar sa ido. A cikin ƙawance masu inganci, ana fassara wannan zuwa ƙa'idodin aiki waɗanda za a iya aunawa, iyakokin ikon mallaka, da kuma bita-da-kullin bita don ƙungiyoyi su iya haɓaka kwarin gwiwa a maimakon ɓata shakku.
Nasarar tura kayan aiki sun daidaita iyawar fasaha tare da ayyukan aiki na gaba.
Nasarar tura kayan aiki sun daidaita iyawar fasaha tare da ayyukan aiki na gaba. A cikin ƙawance masu inganci, ana fassara wannan zuwa ƙa'idodin aiki waɗanda za a iya aunawa, iyakokin ikon mallaka, da kuma bita-da-kullin bita don ƙungiyoyi su iya haɓaka kwarin gwiwa a maimakon ɓata shakku.
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.
Hanyoyin Aiwatarwa
AI a cikin Ophthalmology a aikace
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.
IDx-DR (yanzu LumineticsCore) yana ba da kansa ga masu ciwon sukari don maganin cututtukan cututtukan fata a cikin asibitocin farko ba tare da ƙwararren ido da ke karanta hoton Ƙungiyoyi yawanci suna samun sakamako mafi kyau lokacin da suka ayyana ma'auni masu inganci a gaba, kiyaye hanyar haɓakar ɗan adam don ƙararraki, da bin diddigin abubuwan da ake samu da kuma tsadar kuɗi na tsawon lokaci.
AI a cikin Ophthalmology a aikace
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.
DeepMind da Moorfields sun gina tsarin da ke tantance cututtukan 50-plus na retinal daga binciken OCT kuma suna ba da shawarar masu neman gaggawa a matakin ƙwararrun Ƙungiyoyi yawanci suna samun sakamako mafi kyau lokacin da suka ayyana ma'auni masu inganci a gaba, kiyaye hanyar haɓakar ɗan adam don ƙararraki, da kuma bin diddigin abubuwan da ake samu da ƙimar kuskure akan lokaci.
AI a cikin Ophthalmology a aikace
Kayan aikin AI suna taimakawa tantance ciwon ido na rashin haihuwa a jarirai, babban dalilin makanta na yara wanda ke da wahala a ƙididdigewa.
Kayan aikin AI suna taimakawa bincikar cututtukan cututtukan cututtukan mahaifa a cikin jarirai, babban dalilin makanta na yara wanda ke da wahala a ƙima akai-akai Ƙungiyoyi yawanci suna samun sakamako mafi kyau lokacin da suka ayyana ma'auni masu inganci a gaba, kiyaye hanyar haɓakar ɗan adam don ƙararraki, da bin diddigin nasarorin yawan aiki da ƙimar kuskure akan lokaci.
AI a cikin Ophthalmology a aikace
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.
Samfuran bincike suna ƙididdige haɗarin cututtukan zuciya da kuma shekarun ilimin halitta daga hoto na retinal guda ɗaya, filin da ke fitowa da ake kira ƙungiyoyin oculomics yawanci suna samun sakamako mafi kyau lokacin da suka ayyana ma'auni masu inganci a gaba, kiyaye hanyar haɓakar ɗan adam don ƙararraki, da bin diddigin nasarorin samarwa da ƙimar kuskure akan lokaci.
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.
Haɗa ƙwararrun yanki daga tsara matsala zuwa ƙima. Ɗauki kowane mataki azaman ƙofar shaida: idan ba a cika sharuɗɗa ba, dakatar da fitar, rufe tazarar, sannan kawai faɗaɗa amfani.
Zane hanyoyin duba da takaddun kafin ƙaddamarwa.
Zane hanyoyin duba da takaddun kafin ƙaddamarwa. Ɗauki kowane mataki azaman ƙofar shaida: idan ba a cika sharuɗɗa ba, dakatar da fitar, rufe tazarar, sannan kawai faɗaɗa amfani.
Tabbatar da yarda da wajibai na aminci da wuri.
Tabbatar da yarda da wajibai na aminci da wuri. Ɗauki kowane mataki azaman ƙofar shaida: idan ba a cika sharuɗɗa ba, dakatar da fitar, rufe tazarar, sannan kawai faɗaɗa amfani.
Fitar a cikin matakai tare da bayyanannen ma'auni na tsayawa da juyawa.
Fitar a cikin matakai tare da bayyanannen ma'auni na tsayawa da juyawa. Ɗauki kowane mataki azaman ƙofar shaida: idan ba a cika sharuɗɗa ba, dakatar da fitar, rufe tazarar, sannan kawai faɗaɗa amfani.