Machine learning for predicting the treatment effect of orthokeratology in children

Machine learning for predicting the treatment effect of orthokeratology in children

PurposeMyopia treatment using orthokeratology (ortho-k) slows myopia progression. However, it is not equally effective in all patients. We aimed to predict the treatment effect of ortho-k using a machine-learning-assisted (ML) prediction model.MethodsOf the 119 patients who started ortho-k treatment...

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Bibliographic Details
Main Authors: Jianxia Fang, Yuxi Zheng, Haochen Mou, Meipan Shi, Wangshu Yu, Chixin Du
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-01-01
Series:Frontiers in Pediatrics
Subjects:
myopia
myopia control
orthokeratology
logistic regression model
nomogram
machine learning
Online Access:https://www.frontiersin.org/articles/10.3389/fped.2022.1057863/full

Internet

https://www.frontiersin.org/articles/10.3389/fped.2022.1057863/full

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