Application of Deep Learning Framework for Early Prediction of Diabetic Retinopathy

Application of Deep Learning Framework for Early Prediction of Diabetic Retinopathy

Diabetic retinopathy (DR) is a severe microvascular complication of diabetes that affects the eyes, leading to progressive damage to the retina and potential vision loss. Timely intervention and detection are crucial for preventing irreversible damage. With the advancement of technology, deep learni...

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Bibliographic Details
Main Authors: Fahad Mostafa, Hafiz Khan, Fardous Farhana, Md Ariful Haque Miah
Format: Article
Language:English
Published: MDPI AG 2025-02-01
Series:AppliedMath
Subjects:
diabetic retinopathy
image denoising
deep learning
cross validation
IRI
Online Access:https://www.mdpi.com/2673-9909/5/1/11
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