Integrating Demographic, Clinical, and Behavioral Risk Factors for Cardiovascular Disease: A Random Forest Approach for Analysis, Prevention, and Prediction

Cardiovascular disease (CVD) remains a critical health concern worldwide, posing a significant threat to human well-being. Previous studies have established that behavioral factors (e.g. alcohol consumption), specific clinical indicators, and demographic characteristics (e.g., CKD) are key determina

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Publication Details

Published
2025-01-01
DOI
https://doi.org/10.4108/eai.21-11-2024.2354595
Primary Topic
Cardiovascular Health and Risk Factors
Type
article
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article

Integrating Demographic, Clinical, and Behavioral Risk Factors for Cardiovascular Disease: A Random Forest Approach for Analysis, Prevention, and Prediction

Fei Yang, Li Ai
Cardiovascular Health and Risk Factors
article

Integrating Demographic, Clinical, and Behavioral Risk Factors for Cardiovascular Disease: A Random Forest Approach for Analysis, Prevention, and Prediction

Fei Yang, Li Ai
article en

Abstract

Cardiovascular disease (CVD) remains a critical health concern worldwide, posing a significant threat to human well-being. Previous studies have established that behavioral factors (e.g. alcohol consumption), specific clinical indicators, and demographic characteristics (e.g., CKD) are key determina

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Cardiovascular Health and Risk Factors
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Integrating Demographic, Clinical, and Behavioral Risk Factors for Cardiovascular Disease: A Random Forest Approach for Analysis, Prevention, and Prediction — Fei Yang, Li Ai · (2025) | TGRS Research Map | TGRS