Identifying Cardiovascular Disease Risk in the U.S. Population Using Environmental Volatile Organic Compounds Exposure: A Machine Learning Predictive Model Based on the SHAP Methodology

Qingan Fu, Yanze Wu, Min Zhu, Yunlei Xia, Qingyun Yu, Zhekang Liu, Xiaowei Ma,Renqiang Yang

ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY（2024）

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Key words

Cardiovascular disease,Volatile organic compounds,Machine learning,SHAP,Environmental exposure

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