Automatic Diabetic Retinopathy Diagnosis Using Adaptive Fine-Tuned Convolutional Neural Network

Diabetic retinopathy (DR) is a complication of diabetes that leads to blindness. The manual screening of color fundus images to detect DR at early stages is expensive and time consuming. Deep learning (DL) techniques have been employed for automatic DR screening on fundus images due to their outstan...

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Bibliographic Details

Published in:	IEEE Access
Main Authors:	Fahman Saeed, Muhammad Hussain, Hatim A. Aboalsamh
Format:	Article
Language:	English
Published:	IEEE 2021-01-01
Subjects:	Fundus images diabetic retinopathy classification CNN
Online Access:	https://ieeexplore.ieee.org/document/9374414/