Retinal Health Screening Using Artificial Intelligence With Digital Fundus Images: A Review of the Last Decade (2012–2023)

Retinal Health Screening Using Artificial Intelligence With Digital Fundus Images: A Review of the Last Decade (2012–2023)

Prolonged diabetic retinopathy (DR), glaucoma, and age-related macular degeneration (AMD) may lead to vision loss. Hence, early detection and treatment are crucial to prevent irreversible vision loss. Fundus retinal images have been widely used to help detect these diseases. Manual screening is susc...

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Bibliographic Details
Main Authors: Saad Islam, Ravinesh C. Deo, Prabal Datta Barua, Jeffrey Soar, Ping Yu, U. Rajendra Acharya
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Retinal health
automated detection
deep learning
machine learning
glaucoma
fundus
Online Access:https://ieeexplore.ieee.org/document/10713330/
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