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

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

Global indices of visual field could be estimated from Optical Coherence Tomography scans using deep neural networks. Combining macular and optic nerve head scans was more effective in advanced glaucoma.

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Bibliographische Detailangaben
Veröffentlicht in:Ophthalmology. Glaucoma 2020-07, Vol.4 (1), p.102-112
Hauptverfasser: Yu, Hsin-Hao, Maetschke, Stefan, Antony, Bhavna J., Ishikawa, Hiroshi, Wollstein, Gadi, Schuman, Joel S., Garnavi, Rahil
Format: Artikel
Sprache:eng
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Zusammenfassung:Global indices of visual field could be estimated from Optical Coherence Tomography scans using deep neural networks. Combining macular and optic nerve head scans was more effective in advanced glaucoma.
ISSN:2589-4234
2589-4196
DOI:10.1016/j.ogla.2020.07.002