Deep Learning Approach for Age-related Macular Degeneration Detection Using Retinal Images: Efficacy Evaluation of Different Deep Learning Models

Deep Learning Approach for Age-related Macular Degeneration Detection Using Retinal Images: Efficacy Evaluation of Different Deep Learning Models

Age-related macular degeneration (AMD) is a typical fundus disease that affects the central vision of elderly people. It causes difficulties in everyday activities such as reading and recognizing faces. AMD can progress slowly or rapidly, and it leads to severe vision loss if left untreated. Therefo...

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Bibliographic Details
Main Authors: Ngoc Thien Le, Thanh Le Truong, Pear Ferreira Pongsachareonnont, Disorn Suwajanakorn, Apivat Mavichak, Rath Itthipanichpong, Widhyakorn Asdornwised, Surachai Chaitusaney, Watit Benjapolakul
Format: Article
Language:English
Published: Elsevier 2023-12-01
Series:Egyptian Informatics Journal
Subjects:
Retinal image
Age-related macular degeneration (AMD)
Dry AMD
Wet AMD
Deep learning (DL) model
Online Access:http://www.sciencedirect.com/science/article/pii/S1110866523000580

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http://www.sciencedirect.com/science/article/pii/S1110866523000580

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