Deep Red Lesion Classification for Early Screening of Diabetic Retinopathy

Deep Red Lesion Classification for Early Screening of Diabetic Retinopathy

Diabetic retinopathy (DR) is an asymptotic and vision-threatening complication among working-age adults. To prevent blindness, a deep convolutional neural network (CNN) based diagnosis can help to classify less-discriminative and small-sized red lesions in early screening of DR patients. However, tr...

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Bibliographic Details
Main Authors: Muhammad Nadeem Ashraf, Muhammad Hussain, Zulfiqar Habib
Format: Article
Language:English
Published: MDPI AG 2022-02-01
Series:Mathematics
Subjects:
computer-aided diagnosis
diabetic retinopathy
red lesions
convolutional neural networks
deep residual networks
skip connections
Online Access:https://www.mdpi.com/2227-7390/10/5/686

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https://www.mdpi.com/2227-7390/10/5/686

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