A risk prediction model for poor joint function recovery after ankle fracture surgery based on interpretable machine learning

A risk prediction model for poor joint function recovery after ankle fracture surgery based on interpretable machine learning

ObjectiveCurrently, there is no individualized prediction model for joint function recovery after ankle fracture surgery. This study aims to develop a prediction model for poor recovery following ankle fracture surgery using various machine learning algorithms to facilitate early identification of h...

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Bibliographic Details
Main Authors: Congyang Li, Chenggang Wang, Jiru Zhang, Wenjun Zheng, Jing Shi, Li Li, Xuezhi Shi
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-06-01
Series:Frontiers in Medicine
Subjects:
ankle fracture
poor functional recovery
machine learning
interpretability analysis
prediction
Online Access:https://www.frontiersin.org/articles/10.3389/fmed.2025.1553274/full
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https://www.frontiersin.org/articles/10.3389/fmed.2025.1553274/full

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