AI na Ophthalmology
Ophthalmology bụ otu n'ime akụkọ ịga nke ọma ahụike AI nke ukwuu n'ihi na anya nwere nnukwu onyonyo ma dịkwa mfe ịse foto.
Nchịkọta
AI can now screen for blinding diseases like diabetic retinopathy directly from retinal photos, sometimes without a specialist in the loop.
Ime miri emi
Enwere ike ịse foto retina ngwa ngwa na nke na-adịghị emebi emebi, na-emepụta kpọmkwem ụdị onyonyo dị elu nke mmụta miri emi na-aga nke ọma. Na 2018 FDA kpochapụrụ IDx-DR, ngwaọrụ nyocha AI nke izizi kwụụrụ onwe, nke na-agụ foto fundus agba ma gwa ụlọ ọgwụ na-ahụ maka isi ma onye ọrịa shuga kwesịrị ịhụ dọkịta anya, na-enweghị ọkachamara na-akọwa ihe onyonyo a. Ọmụmụ ihe ọmụmụ JAMA nke afọ 2016 Google zụrụ ihe atụ iji chọpụta retinopathy ọrịa shuga n'ọkwa ọkachamara na nkọwapụta. E wezụga ọrịa anya na-arịa ọrịa shuga, AI na-egosi mmebi macular degeneration nke afọ, glaucoma sitere na onyonyo anya-ụbụrụ, na retinopathy nke oge akabeghị aka. DeepMind na-arụ ọrụ na Moorfields Eye Hospital iji chọpụta ihe karịrị ọnọdụ retinal 50 site na nyocha OCT, ndị ọkachamara na-edu ụwa na-akwado ma na-atụ aro ndị na-ezo aka ngwa ngwa.
Nghọta nka nka
Ọtụtụ sistemụ na-eji netwọkụ akwara convolutional zụrụ azụ na iri puku kwuru iri puku ruo nde foto fundus akpọrọ ma ọ bụ mpịakọta anya coherence tomography (OCT). OCT bụ n'ezie ultrasound anya nke na-emepụta akụkụ cross-solution micron nke n'ígwé retina, dị mma maka ịhụ mmiri na ịhịa aka n'ahụ. Nchọpụta dị ịrịba ama: netwọk nwere ike ịkọwapụta atụmatụ ndị dọkịta enweghị ike ịgụ site na anya, dị ka afọ onye ọrịa, mmekọahụ, ọnọdụ ịṅụ sịga, na ihe ize ndụ nke obi, site na foto retina naanị, na-egosi retina bụ windo na-ahụ maka ahụike ahụ dum.
Mmetụta atụmatụ
Gburugburu na iwu
Ọnọdụ ụlọ ọrụ na-ekpebi ma echiche AI na-adị ndụ na kọntaktị na eziokwu.
Quality akara
Mmachi ngalaba na-emetụta ọnụego njehie anabatara yana ụdị nlekọta.
Mee nhọrọ
Mbugharị ndị na-aga nke ọma na-ejikọta ikike teknụzụ yana usoro ọrụ n'ihu.
Ọdịnihu nke AI na Ophthalmology
Nleba anya retinal nke kwụụrụ onwe ya ga-agbasa n'ụlọ ahịa ọgwụ, ụlọ ọrụ nlekọta mbụ, na mpaghara ndị nwere obere akụrụngwa ebe ndị ọkachamara anya na-adị ụkọ, na-ebute ọrịa tupu ọhụụ efu efu. 'Oculomics', iji retina buru amụma banyere ọrịa obi, ọrịa akụrụ, na ọbụna ihe ize ndụ Alzheimer, bụ oke na-arụ ọrụ. Igwefoto fundus dabere na ama jikọtara ya na AI nwere ike weta nyocha na mba ndị na-emepe emepe. Na-atụ anya njikọta siri ike na ndekọ eletrọnịkị yana nleba anya na-aga n'ihu nke ọnọdụ anya na-adịghị ala ala.
Mmejuputa n'ezie n'ụwa
IDx-DR (nke bụ LumineticsCore ugbu a) na-enyocha ndị ọrịa mamịrị n'onwe maka retinopathy a na-ezo aka na ụlọ ọgwụ ndị isi na-enweghị onye ọkachamara anya na-agụ ihe onyonyo a.
DeepMind na Moorfields wuru sistemu nke na-achọpụta ọrịa retinal 50-gbakwunyere site na nyocha OCT ma na-atụ aro ka ndị nnọchi anya ngwa ngwa na ọkwa ọkachamara.
Ngwa AI na-enyere aka nyocha maka retinopathy nke akabeghị aka n'ime ụmụ amụrụ ọhụrụ, ihe na-ebute kpuru ìsì nwata bụ nke siri ike ị nweta ọkwa mgbe niile.
Ụdị nyocha na-atụle ihe ize ndụ obi na akwara ozi na afọ ndụ site na otu foto retinal, ubi na-apụta a na-akpọ oculomics.
Ihe ize ndụ & okporo ụzọ nche
Ihe ndị achọrọ n'usoro iwu nwere ike imebi ụdịdị siri ike ma ọ bụghị ya.
Ihe ndekọ akụkọ ihe mere eme nwere ike itinye nhụsianya na-emerụ obodo ụfọdụ.
Usoro ihe nketa nwere ike ịmepụta mkpọkọ ọnụ na ọnụ ahịa zoro ezo.
Map mmejuputa
Kpọnye ndị ọkachamara na ngalaba site na nhazi nsogbu ruo na nyocha.
Chepụta ụzọ nyocha na akwụkwọ tupu mmalite.
Kwado nnabata na ọrụ nchekwa n'oge.
Tụgharịa n'usoro na njirisi nkwụsị na ntụgharịgharị doro anya.
Nọgide na-eme nchọpụta
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Ntuziaka na-esote
AI na njikwa mmiri
Ajụjụ a na-ajụkarị
What is AI in Ophthalmology?
Ophthalmology bụ otu n'ime akụkọ ịga nke ọma ahụike AI nke ukwuu n'ihi na anya nwere nnukwu onyonyo ma dịkwa mfe ịse foto. AI nwere ike nyochaa ugbu a maka ọrịa kpuru ìsì dị ka ọrịa mamịrị retinopathy ozugbo site na foto retinal, mgbe ụfọdụ na-enweghị onye ọkachamara na akaghị.
Gịnị kpatara ophthalmology ji dabara nke ọma maka mmụta miri emi?
Foto retinal na OCT na-emepụta ihe oyiyi dị ukwuu, dị elu na-adịghị emetụta ya, kpọmkwem ụdị data a na-ahụ anya ahazi nke ọma nke ụdị mmụta mmụta miri emi na-eme nke ọma.
Kedu ihe ama ama gbasara IDx-DR mgbe FDA kpochapụrụ ya na 2018?
IDx-DR bụ nchọpụta AI nke izizi nke FDA kpochara onwe ya: ọ na-enyocha foto fundus wee wepụta nkwanye ntụnye maka retinopathy ọrịa mamịrị na-enweghị onye dọkịta na-akọwa onyonyo a.
Kedu ihe bụ OCT, usoro onyonyo bụ isi na ọtụtụ ngwaọrụ retinal AI?
Tomography na-arụkọ ọrụ anya na-arụ ọrụ dị ka ultrasound ngwa anya, na-emepụta ihe osise zuru ezu nke akụkụ nke oghere retina nke na-ekpughe mmiri mmiri, ọzịza, na mkparị na-adịghị ahụ anya na foto dị larịị.
Kedu ikike dị ịtụnanya ndị nchọpụta chọtara mgbe ị na-azụ netwọkụ na foto retinal?
Google Ndị nchọpụta gosiri na ihe nlereanya nwere ike ibu amụma afọ onye ọrịa, mmekọahụ, ọnọdụ ise siga, na ihe ize ndụ nke obi site na foto retinal naanị, na-ekpughe ihe mgbaàmà ahụike sistemu mmadụ enweghị ike ịgụ ihe ozugbo.
Kedu ihe ngalaba 'oculomics' na-apụta ime?
Oculomics na-emeso retina dị ka windo na ahụike ahụ dum, na-eji ihe oyiyi retinal na AI iji chọpụta ihe ize ndụ maka ọrịa obi, akụrụ, na neurodegenerative.