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