Enhancing diabetic retinopathy detection through federated convolutional neural networks: Exploring different stages of progression

Enhancing diabetic retinopathy detection through federated convolutional neural networks: Exploring different stages of progression

Diabetic Retinopathy (DR) is a usual diabetes consequence as well as the world's leading cause of vision loss. Proper identification and treatment are critical for preventing visual loss. This paper presents a comprehensive solution for DR identification utilizing deep learning algorithms. To r...

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Bibliographic Details
Main Authors:	Saad Alanazi, Rayan Alanazi
Format:	Article
Language:	English
Published:	Elsevier 2025-05-01
Series:	Alexandria Engineering Journal
Subjects:	SMOTE Weinmed Filter VGG19 Federated learning Convolutional neural network (CNN)
Online Access:	http://www.sciencedirect.com/science/article/pii/S1110016825001930
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