Intelligent predictive risk assessment and management of sarcopenia in chronic disease patients using machine learning and a web-based tool

Intelligent predictive risk assessment and management of sarcopenia in chronic disease patients using machine learning and a web-based tool

Abstract Background Individuals with chronic diseases are at higher risk of sarcopenia, and precise prediction is essential for its prevention. This study aims to develop a risk scoring model using longitudinal data to predict the probability of sarcopenia in this population over next 3–5 years, the...

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Bibliographic Details
Main Authors: Ke Rong, Gu li jiang Yi ke ran, Changgui Zhou, Xinglin Yi
Format: Article
Language:English
Published: BMC 2025-04-01
Series:European Journal of Medical Research
Subjects:
Sarcopenia
Chronic disease
Machine learning
Predictive modeling
Longitudinal study
Online Access:https://doi.org/10.1186/s40001-025-02606-3
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