Development of an interpretable machine learning model associated with heavy metals’ exposure to identify coronary heart disease among US adults via SHAP: Findings of the US NHANES from 2003 to 2018
Xi Li, Yang Zhao, Dongdong Zhang, Lei Kuang, Hao Huang, Weiling Chen, Xueru Fu, Yuying Wu, Tian-Ze Li, Jinli Zhang, Lijun Yuan, Huifang Hu, Yu Liu, Ming Zhang, Fulan Hu, Xizhuo Sun, Dongsheng Hu
Topics & Concepts
National Health and Nutrition Examination SurveyCadmiumThalliumCoronary heart diseaseUrineArsenicEnvironmental healthMedicineEnvironmental chemistryChemistryInternal medicinePopulationInorganic chemistryOrganic chemistryHeavy Metal Exposure and ToxicityHeavy metals in environmentRadioactivity and Radon Measurements