Mobile-HR: An Ophthalmologic-Based Classification System for Diagnosis of Hypertensive Retinopathy Using Optimized MobileNet Architecture

Mobile-HR: An Ophthalmologic-Based Classification System for Diagnosis of Hypertensive Retinopathy Using Optimized MobileNet Architecture

Hypertensive retinopathy (HR) is a serious eye disease that causes the retinal arteries to change. This change is mainly due to the fact of high blood pressure. Cotton wool patches, bleeding in the retina, and retinal artery constriction are affected lesions of HR symptoms. An ophthalmologist often...

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Bibliographic Details
Main Authors: Muhammad Zaheer Sajid, Imran Qureshi, Qaisar Abbas, Mubarak Albathan, Kashif Shaheed, Ayman Youssef, Sehrish Ferdous, Ayyaz Hussain
Format: Article
Language:English
Published: MDPI AG 2023-04-01
Series:Diagnostics
Subjects:
computer-aided diagnosis
hypertensive retinopathy
retinal fundus images
deep learning
transfer learning
convolutional neural network
Online Access:https://www.mdpi.com/2075-4418/13/8/1439

Internet

https://www.mdpi.com/2075-4418/13/8/1439

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