Eyeagnosis, 3D lolomi faiga faʻamaonia mata mata

Faʻailoaina o mata

 

Kavya Kopparapu, o se talavou nofo i Virginia, faʻaaogaina se telefoni poto, 3D lolomitusi, ma faʻasolosolo atamai e atiina ae faʻamaʻi mata. UN feaveaʻi diagnostic faiga ma taugofie e faʻamaonia Maʻi suka ole retinopathy. O lenei faʻamaʻi o se faʻafitauli o le maʻisuka lena faʻaleagaina ipu toto luga o le retina o se tagata ma mafai ona taʻitaʻia ai i le le atoatoa vaʻaia.

Kopparapu, sa fiafia i le saienisi i lona olaga atoa ma ina ua maeʻa ona alu i le polokalame faʻatulagaina polokalame e faʻatautaia e le National Center for Women and Information Technology, na ia faʻaopopoina polokalame i ana mea fiafia i ai.

Tamamatua o Kopparapu, e nofo i Initia, amata faʻaalia auga o le faʻamaʻi i 2013. E masani ona le amanaʻiaina, ma e ui lava na iʻu lava na faʻamaonia ma togafitia, ua leaga lana vaʻai. Na taʻua e Kopparapu, mai le aofaʻi 415 miliona tagata e maua ile maʻi suka, tasi vaetolu o le a tupu ai le suka suka retinopathy, ma e ui lava o vailaʻau ma taotoga e mafai ona taofi pe toe faʻafitia ai le faʻamaʻi o mata pe a maua i le alu o le taimi, le 50% o le a le faʻamaonia, afa o tagata mamaʻi ma ogaoga foliga o le a tauaso i le lima tausaga.

«Le lava o faʻamaoniga o le sili luitau. I Initia, e i ai polokalame e lafo ai fomaʻi i nuʻu ma nofoaga malolo, ae e tele tagata mamaʻi ma e naʻo le tele o fomaʻi mata.

Sa ia tau mafaufau pe i ai se faigofie ma le taugofie auala e faʻamaonia ai le faʻamaʻi, ma le manatu mo Eyagnosis tulaʻi mai, o se faiga e mafai ai ona liua se umi ma taugata faʻagasologa togafitiga i se faigofie ata sauniga. Kopparapu amata galue, faʻaalu tele taimi i luga o Google ma imeli imeli ma tagata suʻesuʻe, ae leʻi faia se fuafuaga. Na ia au faʻatasi ma lona tuagane ma lana uo i le vasega, ma Faʻaoga se fesoʻotaʻiga neural faʻatulagaina (CNN) e faʻamautu ai le faʻavasegaina AI i tua o Eyeagnosis. Fesoʻotaʻiga o neura auʻiliʻili faʻamatalaga tetele ma vaʻai mo ni faʻatusa tutusa, Talu ai o le ata e foliga tutusa ma le vaʻaia o le faiʻai o le tagata, o CNN e sili mo le faʻavasegaina.

Na ia faʻaaogaina le ResNet-50, o le CNN na atiaʻe e tagata suʻesuʻe o Microsoft, e fausia ai lana fesoʻotaʻiga, ma faʻaaogaina le 34.000 retinal scanners maua i le database Ata mata mai le National Institute of Health i Amerika (NIH) pei o le aʻoaʻoina faʻamaumauga, o lea na mafai ai e ia ma lana 'au ona aʻoaʻo le faiga a le AI ia iloa faʻailoga o faʻamaʻi i ata o mata ma tuʻuina atu se faʻamaoniga muamua. O le tele o ata i totonu o faʻamaumauga faʻamaumauga sa le lelei ona faʻaalia pe faʻanenefu, ae e tusa ai ma le tala a Kopparapu, o lenei auiliiliga ua fesoasoani e faʻaleleia atili ai le faiga.

«O le lelei o ata na faʻaaogaina i le aʻoaʻoina o neural network o se sui sili lea o tuutuuga o le a maua mai i le faʻaaogaina o le telefoni poto«

O lana 'au na toleni ResNet-50 ia iloa tonu le suka suka retinopathy pei o se moni pathologist. E na te maitauina foi microaneurysms ma ala toto i ata taʻitasi e aunoa ma le manaʻomia e tuiina ole fluorescent i le mata ua iloa.

Pau mulimuli, le Aditya Jyot Eye Falemai i Mumbai na malilie e faʻataʻitaʻi le app Eyeagnosis, ma ia Novema, na lafoina ai le muamua 3D lolomi faʻataʻitaʻiga i le falemaʻi, ma o le tino ua maeʻafaia faʻamaoniga saʻo mo lima tagata mamaʻi.

E mamao le taimi e alu ai le faʻamaoniga ole mata, e suʻesuʻe ai le anoanoaʻi o mataupu e faʻamaonia ai ole faʻatuatuaina ose faiga. O le faʻamaonia gaioiga e soʻo se poloketi e faʻatatau i vailaʻau e tatau ona mulimulitaʻi e matua faigata ma e mautinoa e faigata mo oe ona maua se tele kamupani e manaʻo e fesoasoani ia te oe. Ae o nei faigata uma e le faʻateʻaina mai le sili ona ausia o lenei talavou.


O mataupu o le tusitusiga e tausisi ia tatou mataupu silisili o amio lelei faʻatonu. E lipotia se mea sese kiliki iinei.

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