A systematic review on diabetic retinopathy detection and classification based on deep learning techniques using fundus images

Diabetic retinopathy (DR) is the leading cause of visual impairment globally. It occurs due to long-term diabetes with fluctuating blood glucose levels. It has become a significant concern for people in the working age group as it can lead to vision loss in the future. Manual examination of fundus i...

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Bibliographic Details

Published in:	PeerJ Computer Science
Main Authors:	Dasari Bhulakshmi, Dharmendra Singh Rajput
Format:	Article
Language:	English
Published:	PeerJ Inc. 2024-04-01
Subjects:	DR DL Convolutional neural networks Recurrent neural networks Generative adversarial networks Fundus image
Online Access:	https://peerj.com/articles/cs-1947.pdf