Diabetic Retinopathy Diagnosis From Fundus Images Using Stacked Generalization of Deep Models

Diabetic Retinopathy Diagnosis From Fundus Images Using Stacked Generalization of Deep Models

Diabetic retinopathy (DR) is a diabetes complication that affects the eye and can cause damage from mild vision problems to complete blindness. It has been observed that the eye fundus images show various kinds of color aberrations and irrelevant illuminations, which degrade the diagnostic analysis...

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Bibliographic Details
Main Authors: Harshit Kaushik, Dilbag Singh, Manjit Kaur, Hammam Alshazly, Atef Zaguia, Habib Hamam
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Convolutional neural networks
diabetic retinopathy
early diagnosis
fundus images
gray world algorithm
ensemble learning
Online Access:https://ieeexplore.ieee.org/document/9500222/

Internet

https://ieeexplore.ieee.org/document/9500222/

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