A Deep Learning Ensemble Approach for Diabetic Retinopathy Detection

A Deep Learning Ensemble Approach for Diabetic Retinopathy Detection

Diabetic Retinopathy (DR) is an ophthalmic disease that damages retinal blood vessels. DR causes impaired vision and may even lead to blindness if it is not diagnosed in early stages. DR has five stages or classes, namely normal, mild, moderate, severe and PDR (Proliferative Diabetic Retinopathy). N...

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Bibliographic Details
Main Authors: Sehrish Qummar, Fiaz Gul Khan, Sajid Shah, Ahmad Khan, Shahaboddin Shamshirband, Zia Ur Rehman, Iftikhar Ahmed Khan, Waqas Jadoon
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
CNN
diabetic retinopathy
deep learning
ensemble model
fundus images
medical image analysis
Online Access:https://ieeexplore.ieee.org/document/8869883/

Internet

https://ieeexplore.ieee.org/document/8869883/

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