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Estimating global visual field indices in glaucoma by combining macula and optic disc OCT scans using 3D convolutional neural networks

PURPOSE: To evaluate the accuracy at which visual field global indices could be estimated from Optical Coherence Tomography (OCT) scans of the retina using deep neural networks, and to quantify the contributions to the estimates by the macula (MAC) and the optic nerve head (ONH). DESIGN: Observation...

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Detalhes bibliográficos
Publicado no:Ophthalmol Glaucoma
Main Authors: Yu, Hsin-Hao, Maetschke, Stefan, Antony, Bhavna J., Ishikawa, Hiroshi, Wollstein, Gadi, Schuman, Joel S., Garnavi, Rahil
Formato: Artigo
Idioma:Inglês
Publicado em: 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7855239/
https://ncbi.nlm.nih.gov/pubmed/32826205
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.ogla.2020.07.002
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