Developing machine learning models for predicting cardiovascular disease survival based on heavy metal serum and urine levels.

Journal: Frontiers in public health
Published Date: May 21, 2025

Abstract

BACKGROUND: Environmental exposure to heavy metals, such as arsenic, cadmium, and lead, is a known risk factor for cardiovascular diseases.

Authors

  • Hui Jin
    School of Economics, Shanghai University of Finance and Economics, Shanghai, China.
  • Ling Zhang
  • Yan Sun
    Department of Biochemistry, Albert Einstein College of Medicine, New York, NY, United States.
  • Ya Xu
    Nanjing Jiangbei Hospital, Affiliated Nanjing Jiangbei Hospital of Xinglin College, Nantong University, Nanjing, Jiangsu, China.
  • Man Luo
    School of Art and Design, Shanghai University of Engineering Science, Shanghai, 201620, PR. China.

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