Deep Learning with Transfer Learning for Automated Glaucoma Detection in Fundus Images

Deep Learning with Transfer Learning for Automated Glaucoma Detection in Fundus Images

Glaucoma is a leading cause of irreversible blindness, making early and accurate detection essential for effective management. This study investigates the use of deep learning for automated glaucoma diagnosis using fundus images from the JustRAIGS challenge dataset, which includes 101442 gradable i...

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Bibliographic Details
Main Authors: Ruxandra-Mădălina FLORESCU, Dragoş-Ovidiu ALEXANDRU, Mircea-Sebastian ŞERBĂNESCU
Format: Article
Language:English
Published: Iuliu Hatieganu University of Medicine and Pharmacy, Cluj-Napoca 2025-05-01
Series:Applied Medical Informatics
Subjects:
Deep Learning
Transfer Learning
Automated Diagnosis
Fundus Images
Online Access:https://ami.info.umfcluj.ro/index.php/AMI/article/view/1185
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