Smartphone-Acquired Anterior Segment Images for Deep Learning Prediction of Anterior Chamber Depth: A Proof-of-Concept Study

Smartphone-Acquired Anterior Segment Images for Deep Learning Prediction of Anterior Chamber Depth: A Proof-of-Concept Study

PurposeTo develop a deep learning (DL) algorithm for predicting anterior chamber depth (ACD) from smartphone-acquired anterior segment photographs.MethodsFor algorithm development, we included 4,157 eyes from 2,084 Chinese primary school students (aged 11–15 years) from Mojiang Myopia Progression St...

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Bibliographic Details
Main Authors: Chaoxu Qian, Yixing Jiang, Zhi Da Soh, Ganesan Sakthi Selvam, Shuyuan Xiao, Yih-Chung Tham, Xinxing Xu, Yong Liu, Jun Li, Hua Zhong, Ching-Yu Cheng
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-06-01
Series:Frontiers in Medicine
Subjects:
primary angle-closure glaucoma
glaucoma
anterior chamber depth
smartphone
deep learning
Online Access:https://www.frontiersin.org/articles/10.3389/fmed.2022.912214/full

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