The Potential of SHAP and Machine Learning for Personalized Explanations of Influencing Factors in Myopic Treatment for Children

<i>Background and Objectives:</i> The rising prevalence of myopia is a significant global health concern. Atropine eye drops are commonly used to slow myopia progression in children, but their long-term use raises concern about intraocular pressure (IOP). This study uses SHapley Additive...

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Bibliographic Details
Main Authors: Jun-Wei Chen, Hsin-An Chen, Tzu-Chi Liu, Tzu-En Wu, Chi-Jie Lu
Format: Article
Language:English
Published: MDPI AG 2024-12-01
Series:Medicina
Subjects:
Online Access:https://www.mdpi.com/1648-9144/61/1/16
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