Diabetic retinopathy detection based on mobile maxout network and weber local descriptor feature selection using retinal fundus image

Diabetic retinopathy detection based on mobile maxout network and weber local descriptor feature selection using retinal fundus image

Abstract Retinal screening provides for earlier detection of diabetic retinopathy (DR) as well as prompt diagnosis. Recognizing DR utilizing color fundus imaging needs qualified specialists to know about the presence and significance of a few insignificant features that when it linked with complicat...

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Bibliographic Details
Main Authors: V. Sheejakumari, K. Sundravadivelu, S. Pushparani, P. Gururama Senthilvel, S. Balasubramaniam, Mohd Asif Shah, Mohammed S. Alqahtani, Mohamed Abbas
Format: Article
Language:English
Published: Nature Portfolio 2025-04-01
Series:Scientific Reports
Subjects:
Diabetic retinopathy (DR)
Retinal fundus image
Optic disk (OD) segmentation
MobileNet
Deep Maxout Network (DMN)
Online Access:https://doi.org/10.1038/s41598-025-97675-z
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https://doi.org/10.1038/s41598-025-97675-z

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