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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Areeba Syed

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Open access Sep 2026

A Web-Based Clinical Decision-Support Dashboard for Glaucoma Screening from Retinal Fundus Images: A Two-Phase VGG16 Deep Learning Pipeline with Grad-CAM Interpretability for Ophthalmology Practice

Objective:To develop and evaluate a two-phase transfer-learning pipeline using a VGG16 convolutional neural network for automated binary classification of glaucoma from retinal fundus images, designed for deployment in resource-constrained South Asian screening contexts. Methods:A retrospective diagnostic-accuracy stud...

Shafiya Memon, Rafay Shakeel, Sachal Sahito et al. · 0 citations

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