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Automated diabetic retinopathy grading and screening using deep learning

Abstract Purpose To develop and benchmark a unified Deep Learning (DL) pipeline for automated detection and five-level grading of Diabetic Retinopathy (DR), and to derive a high-performance binary screening endpoint (DR vs No DR) suitable for scalable use in resource-limited settings. Methods A publ...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Prif Awduron: Ahmed M. Nashaat Ali Rady, Mohamed A. Azim, Ahmed AbdelMoety, Mohamed Abdelmoaty Ahmed
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: BMC 2026-06-01
Cyfres:International Journal of Retina and Vitreous
Pynciau:
Mynediad Ar-lein:https://doi.org/10.1186/s40942-026-00868-5
Tagiau: Ychwanegu Tag
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