Dry age-related macular degeneration classification from optical coherence tomography images based on ensemble deep learning architecture

BackgroundDry age-related macular degeneration (AMD) is a retinal disease, which has been the third leading cause of vision loss. But current AMD classification technologies did not focus on the classification of early stage. This study aimed to develop a deep learning architecture to improve the cl...

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Bibliographic Details
Main Authors: Jikun Yang, Bin Wu, Jing Wang, Yuanyuan Lu, Zhenbo Zhao, Yuxi Ding, Kaili Tang, Feng Lu, Liwei Ma
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-10-01
Series:Frontiers in Medicine
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fmed.2024.1438768/full