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...
Saved in:
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 |
Subjects: | |
Online Access: | http://www.sciencedirect.com/science/article/pii/S2772487525000108 |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
-
Association between monocyte-lymphocyte ratio and all-cause and cardiovascular mortality in patients with chronic kidney diseases: A data analysis from national health and nutrition examination survey (NHANES) 2003-2010
by: Wenwu Liu, et al.
Published: (2024-12-01) -
Elevated Platelet‐to‐Lymphocyte Ratio as a Predictor of All‐Cause and Cardiovascular Mortality in Hypertensive Individuals
by: Rui Xu, et al.
Published: (2025-01-01) -
Association of glucose to lymphocyte ratio with the risk of death in patients with atherosclerotic cardiovascular disease
by: Jinglin Lei, et al.
Published: (2025-01-01) -
Association of neutrophil-to-lymphocyte ratio and monocyte-tolymphocyte ratio with all-cause mortality in patients with ischemia and non-obstructive coronary arteries
by: Mihai Emilian Dumitru, et al.
Published: (2025-01-01) -
Association of oxidative balance scores with cardiovascular and all cause mortality in patients with asthma
by: Wei Zhao, et al.
Published: (2025-01-01)