Primary Open-Angle Glaucoma Diagnosis from Optic Disc Photographs Using a Siamese Network

Primary Open-Angle Glaucoma Diagnosis from Optic Disc Photographs Using a Siamese Network

Purpose: Primary open-angle glaucoma (POAG) is one of the leading causes of irreversible blindness in the United States and worldwide. Although deep learning methods have been proposed to diagnose POAG, these methods all used a single image as input. Contrastingly, glaucoma specialists typically com...

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Bibliographic Details
Main Authors: Mingquan Lin, PhD, Lei Liu, PhD, Mae Gordon, PhD, Michael Kass, MD, Fei Wang, PhD, Sarah H. Van Tassel, MD, Yifan Peng, PhD
Format: Article
Language:English
Published: Elsevier 2022-12-01
Series:Ophthalmology Science
Subjects:
Deep learning
Fundus photographs
Primary open-angle glaucoma (POAG)
Siamese network
Online Access:http://www.sciencedirect.com/science/article/pii/S2666914522000987

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http://www.sciencedirect.com/science/article/pii/S2666914522000987

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