Ensemble of multi-stage deep convolutional neural networks for automated grading of diabetic retinopathy using image patches

Diabetic retinopathy (DR) is one of the most common retinal diseases that cause preventable blindness in diabetic patients. The timely screening and grading of retinal images minimize the possibility of vision loss. However, manual screening of retinal images, for detecting micro lesions in the earl...

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Bibliographic Details
Main Authors: V. Deepa, C. Sathish Kumar, Thomas Cherian
Format: Article
Language:English
Published: Elsevier 2022-09-01
Series:Journal of King Saud University: Computer and Information Sciences
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S1319157821001233