Accuracy of deep learning, a machine learning technology, using ultra-wide-field fundus ophthalmoscopy for detecting idiopathic macular holes

We aimed to investigate the detection of idiopathic macular holes (MHs) using ultra-wide-field fundus images (Optos) with deep learning, which is a machine learning technology. The study included 910 Optos color images (715 normal images, 195 MH images). Of these 910 images, 637 were learning images...

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Enregistré dans:
Détails bibliographiques
Publié dans:PeerJ
Auteurs principaux: Nagasawa, Toshihiko, Tabuchi, Hitoshi, Masumoto, Hiroki, Enno, Hiroki, Niki, Masanori, Ohsugi, Hideharu, Mitamura, Yoshinori
Format: Artigo
Langue:Inglês
Publié: PeerJ Inc. 2018
Sujets:
Ophthalmology
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC6201738/
https://ncbi.nlm.nih.gov/pubmed/30370184
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.7717/peerj.5696
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