Predicting cardiovascular disease and all-cause mortality using the lymphocyte-to-monocyte ratio: Insights from explainable machine learning models

Background: Cardiovascular disease (CVD) is a leading cause of death globally, with its incidence and mortality rates continuing to rise. While commonly used biomarkers such as low-density lipoprotein cholesterol (LDL-C), high-density lipoprotein cholesterol (HDL-C), and blood glucose are widely app...

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Bibliographic Details
Main Authors: Jichao Wu, Die Huang, Jiefang Li, Jingxing Yi, Yu Lei, Jun Yin
Format: Article
Language:English
Published: Elsevier 2025-03-01
Series:International Journal of Cardiology. Cardiovascular Risk and Prevention
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Online Access:http://www.sciencedirect.com/science/article/pii/S2772487525000108
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