Detection of glaucomatous optic neuropathy with spectral-domain optical coherence tomography: a retrospective training and validation deep-learning analysis

Summary: Background: Spectral-domain optical coherence tomography (SDOCT) can be used to detect glaucomatous optic neuropathy, but human expertise in interpretation of SDOCT is limited. We aimed to develop and validate a three-dimensional (3D) deep-learning system using SDOCT volumes to detect glau...

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Main Authors: An Ran Ran, MD, Carol Y Cheung, PhD, Xi Wang, ME, Hao Chen, PhD, Lu-yang Luo, BE, Poemen P Chan, FRCS, Mandy O M Wong, FRCS, Robert T Chang, MD, Suria S Mannil, MD, Alvin L Young, ProfFRCS, Hon-wah Yung, FRCS, Chi Pui Pang, ProfDPhil, Pheng-Ann Heng, ProfPhD, Clement C Tham, ProfFCOphthHK
Format: Article
Language:English
Published: Elsevier 2019-08-01
Series:The Lancet: Digital Health
Online Access:http://www.sciencedirect.com/science/article/pii/S2589750019300858