Prediction of myopia development among Chinese school-aged children using refraction data from electronic medical records: A retrospective, multicentre machine learning study.

Prediction of myopia development among Chinese school-aged children using refraction data from electronic medical records: A retrospective, multicentre machine learning study.

<h4>Background</h4>Electronic medical records provide large-scale real-world clinical data for use in developing clinical decision systems. However, sophisticated methodology and analytical skills are required to handle the large-scale datasets necessary for the optimisation of predictio...

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Bibliographic Details
Main Authors: Haotian Lin, Erping Long, Xiaohu Ding, Hongxing Diao, Zicong Chen, Runzhong Liu, Jialing Huang, Jingheng Cai, Shuangjuan Xu, Xiayin Zhang, Dongni Wang, Kexin Chen, Tongyong Yu, Dongxuan Wu, Xutu Zhao, Zhenzhen Liu, Xiaohang Wu, Yuzhen Jiang, Xiao Yang, Dongmei Cui, Wenyan Liu, Yingfeng Zheng, Lixia Luo, Haibo Wang, Chi-Chao Chan, Ian G Morgan, Mingguang He, Yizhi Liu
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2018-11-01
Series:PLoS Medicine
Online Access:https://doi.org/10.1371/journal.pmed.1002674

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https://doi.org/10.1371/journal.pmed.1002674

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