Transfer Learning-Based Model for Diabetic Retinopathy Diagnosis Using Retinal Images

Transfer Learning-Based Model for Diabetic Retinopathy Diagnosis Using Retinal Images

Diabetic retinopathy (DR) is a visual obstacle caused by diabetic disease, which forms because of long-standing diabetes mellitus, which damages the retinal blood vessels. This disease is considered one of the principal causes of sightlessness and accounts for more than 158 million cases all over th...

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Bibliographic Details
Main Authors: Muhammad Kashif Jabbar, Jianzhuo Yan, Hongxia Xu, Zaka Ur Rehman, Ayesha Jabbar
Format: Article
Language:English
Published: MDPI AG 2022-04-01
Series:Brain Sciences
Subjects:
diabetic retinopathy
annotated data insufficiency
transfer learning
fundus images
computer-aided diagnosis
convolutional neural network
Online Access:https://www.mdpi.com/2076-3425/12/5/535

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https://www.mdpi.com/2076-3425/12/5/535

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