Automated Detection of Macular Diseases by Optical Coherence Tomography and Artificial Intelligence Machine Learning of Optical Coherence Tomography Images

PURPOSE: Although optical coherence tomography (OCT) is essential for ophthalmologists, reading of findings requires expertise. The purpose of this study is to test deep learning with image augmentation for automated detection of chorioretinal diseases. METHODS: A retina specialist diagnosed 1,200 O...

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Bibliografiske detaljer
Udgivet i:J Ophthalmol
Main Authors: Kuwayama, Soichiro, Ayatsuka, Yuji, Yanagisono, Daisuke, Uta, Takaki, Usui, Hideaki, Kato, Aki, Takase, Noriaki, Ogura, Yuichiro, Yasukawa, Tsutomu
Format: Artigo
Sprog:Inglês
Udgivet: Hindawi 2019
Fag:
Research Article
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6481014/
https://ncbi.nlm.nih.gov/pubmed/31093370
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2019/6319581
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