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Development and validation of an interpretable machine learning model for predicting intrinsic capacity decline in elderly inpatients

Objective: The purpose of this study was to use machine learning algorithms to construct a risk prediction model for the decline of intrinsic capacity in older hospitalized patients. Method: In this study, the demographic and disease-related data of older hospitalized patients from three tertiary ge...

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Uloženo v:
Hlavní autoři: WenYuan Li, Ying Tang, Tian Gao, Jialu Li, Jinhan Nan, Junbo Chen, Hongxia Lu, Lin Han, Yuxia Ma
Médium: Artigo
Jazyk:Inglês
Vydáno: Elsevier 2025-11-01
Edice:Experimental Gerontology
Témata:
Older people
Intrinsic capacity
Predictive models
Machine learning
On-line přístup:http://www.sciencedirect.com/science/article/pii/S0531556525002529
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