Explainable machine learning model for pre‐frailty risk assessment in community‐dwelling older adults

Abstract Background Frailty in older adults is linked to increased risks and lower quality of life. Pre‐frailty, a condition preceding frailty, is intervenable, but its determinants and assessment are challenging. This study aims to develop and validate an explainable machine learning model for pre‐...

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Bibliographic Details
Main Authors: Chenlin Du, Zeyu Zhang, Baoqin Liu, Zijian Cao, Nan Jiang, Zongjiu Zhang
Format: Article
Language:English
Published: Wiley 2024-12-01
Series:Health Care Science
Subjects:
Online Access:https://doi.org/10.1002/hcs2.120
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