HDR-EfficientNet: A Classification of Hypertensive and Diabetic Retinopathy Using Optimize EfficientNet Architecture

HDR-EfficientNet: A Classification of Hypertensive and Diabetic Retinopathy Using Optimize EfficientNet Architecture

Hypertensive retinopathy (HR) and diabetic retinopathy (DR) are retinal diseases closely associated with high blood pressure. The severity and duration of hypertension directly impact the prevalence of HR. The early identification and assessment of HR are crucial to preventing blindness. Currently,...

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Bibliographic Details
Main Authors: Qaisar Abbas, Yassine Daadaa, Umer Rashid, Muhammad Zaheer Sajid, Mostafa E. A. Ibrahim
Format: Article
Language:English
Published: MDPI AG 2023-10-01
Series:Diagnostics
Subjects:
diabetic retinopathy
hypertensive retinopathy
deep learning
transfer learning
convolutional neural network
inception model
Online Access:https://www.mdpi.com/2075-4418/13/20/3236

Internet

https://www.mdpi.com/2075-4418/13/20/3236

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