Deep learning-driven approach for cataract management: towards precise identification and predictive analytics

Deep learning-driven approach for cataract management: towards precise identification and predictive analytics

Deep learning (DL) technology has shown significant potential in the whole process of cataract diagnosis and treatment through algorithms such as convolutional neural network (CNN). In terms of diagnosis, DL models based on fundus or slit-lamp images can automatically identify and grade cataract, an...

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Bibliographic Details
Main Authors: Shuaixin Lu, Lingling Ba, Jie Wang, Min Zhou, Peiyao Huang, Xiaohua Zhang, Simo Pan, Xinmiao Zhou, Kai Wen, Jing Sun
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-05-01
Series:Frontiers in Cell and Developmental Biology
Subjects:
artificial intelligence
deep learning
cataract
machine learning
convolutional neural network
Online Access:https://www.frontiersin.org/articles/10.3389/fcell.2025.1611216/full
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https://www.frontiersin.org/articles/10.3389/fcell.2025.1611216/full

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