Developing machine learning models for predicting cardiovascular disease survival based on heavy metal serum and urine levels

BackgroundEnvironmental exposure to heavy metals, such as arsenic, cadmium, and lead, is a known risk factor for cardiovascular diseases.ObjectiveWe aim to examine the associations between heavy metal exposure and the mortality of patients with cardiovascular diseases.MethodsWe analyzed data from th...

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Bibliographic Details
Main Authors: Hui Jin, Ling Zhang, Yan Sun, Ya Xu, Man Luo
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-05-01
Series:Frontiers in Public Health
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Online Access:https://www.frontiersin.org/articles/10.3389/fpubh.2025.1582779/full
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