Application of machine learning algorithms in osteoporosis analysis based on cardiovascular health assessed by life’s essential 8: a cross-sectional study

Abstract Background Life’s Essential 8 (LE8) for assessing cardiovascular health (CVH) has been demonstrated to be inversely associated with osteoporosis (OP). This study aims to create a machine learning (ML) model to assess the clinical association value of lifestyle and behavioral factors, assess...

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Bibliographic Details
Main Authors: Haolin Shi, Yangyi Fang, Xiuhua Ma
Format: Article
Language:English
Published: BMC 2025-05-01
Series:Journal of Health, Population and Nutrition
Subjects:
Online Access:https://doi.org/10.1186/s41043-025-00941-z
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