OculusNet: Detection of retinal diseases using a tailored web-deployed neural network and saliency maps for explainable AI

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OculusNet: Detection of retinal diseases using a tailored web-deployed neural network and saliency maps for explainable AI

Retinal diseases are among the leading causes of blindness worldwide, requiring early detection for effective treatment. Manual interpretation of ophthalmic imaging, such as optical coherence tomography (OCT), is traditionally time-consuming, prone to inconsistencies, and requires specialized expert...

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Bibliographic Details
Main Authors:	Muhammad Umair, Jawad Ahmad, Oumaima Saidani, Mohammed S. Alshehri, Alanoud Al Mazroa, Muhammad Hanif, Rahmat Ullah, Muhammad Shahbaz Khan
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2025-07-01
Series:	Frontiers in Medicine
Subjects:	retina retinal disorder explainable AI artificial intelligence ophthalmic imaging neural networks
Online Access:	https://www.frontiersin.org/articles/10.3389/fmed.2025.1596726/full
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