Automatic Diabetic Retinopathy Grading System Based on Detecting Multiple Retinal Lesions

Automatic Diabetic Retinopathy Grading System Based on Detecting Multiple Retinal Lesions

Multi-label classification (MLC) is considered an essential research subject in the computer vision field, principally in medical image analysis. For this merit, we derive benefits from MLC to diagnose multiple grades of diabetic retinopathy (DR) from various colored fundus images, especially from m...

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Bibliographic Details
Main Authors: Eman Abdelmaksoud, Shaker El-Sappagh, Sherif Barakat, Tamer Abuhmed, Mohammed Elmogy
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Multi-label computer-aided diagnosis (ML-CAD)
multi-label classification (MLC)
deep learning (DL)
U-Net
diabetic retinopathy (DR)
Online Access:https://ieeexplore.ieee.org/document/9328438/

Internet

https://ieeexplore.ieee.org/document/9328438/

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