Deep Learning Approaches for Detecting of Nascent Geographic Atrophy in Age-Related Macular Degeneration

Deep Learning Approaches for Detecting of Nascent Geographic Atrophy in Age-Related Macular Degeneration

Purpose: Nascent geographic atrophy (nGA) refers to specific features seen on OCT B-scans, which are strongly associated with the future development of geographic atrophy (GA). This study sought to develop a deep learning model to screen OCT B-scans for nGA that warrant further manual review (an art...

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Bibliographic Details
Main Authors: Heming Yao, PhD, Zhichao Wu, BAppSc(Optom), PhD, Simon S. Gao, PhD, Robyn H. Guymer, MBBS, PhD, Verena Steffen, MSc, Hao Chen, PhD, Mohsen Hejrati, PhD, Miao Zhang, PhD
Format: Article
Language:English
Published: Elsevier 2024-05-01
Series:Ophthalmology Science
Subjects:
nGA
Deep learning
Multi-instance learning
Online Access:http://www.sciencedirect.com/science/article/pii/S2666914523001604

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http://www.sciencedirect.com/science/article/pii/S2666914523001604

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