Towards Explainable Deep Neural Networks for the Automatic Detection of Diabetic Retinopathy

Towards Explainable Deep Neural Networks for the Automatic Detection of Diabetic Retinopathy

Diabetic Retinopathy (DR) is a common complication associated with diabetes, causing irreversible vision loss. Early detection of DR can be very helpful for clinical treatment. Ophthalmologists’ manual approach to DR diagnoses is expensive and time-consuming; thus, automatic detection of DR is becom...

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Bibliographic Details
Main Author: Hanan Saleh Alghamdi
Format: Article
Language:English
Published: MDPI AG 2022-09-01
Series:Applied Sciences
Subjects:
explainable deep networks
diabetic retinopathy
deep learning
Grad-CAM
convolutional neural networks
ResNet
Online Access:https://www.mdpi.com/2076-3417/12/19/9435

Internet

https://www.mdpi.com/2076-3417/12/19/9435

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