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

Author:

Le Ngoc ThienORCID,Le Truong Thanh,Pongsachareonnont Pear Ferreira,Suwajanakorn Disorn,Mavichak Apivat,Itthipanichpong RathORCID,Asdornwised Widhyakorn,Chaitusaney SurachaiORCID,Benjapolakul Watit

Publisher

Elsevier BV

Subject

Management Science and Operations Research,Computer Science Applications,Information Systems

Reference46 articles.

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3. Overview of machine learning: Part 2: Deep learning for medical image analysis;Le;Neuroimaging Clinics of North America,2020

4. Development of a fundus image-based deep learning diagnostic tool for various retinal diseases;Kim;Journal of Personalized Medicine,2021

5. Deep learning for detection of age-related macular degeneration: A systematic review and meta-analysis of diagnostic test accuracy studies;Leng;PLOS ONE,2023

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