Machine learning-based coronary heart disease diagnosis model for type 2 diabetes patients.

Journal: Frontiers in endocrinology
Published Date: May 22, 2025

Abstract

BACKGROUND: To establish a classification model for assisting the diagnosis of type 2 diabetes mellitus (T2DM) complicated with coronary heart disease (CHD).

Authors

  • Yingxi Chen
    Department of Anatomy, Institute of Neuroscience, Chongqing Medical University Basic Medical College, Chongqing, China.
  • Chunyu Wang
    School of Computer Science and Technology, Harbin Institute of Technology, Harbin, China.
  • Xiaozhu Liu
    Department of Cardiology, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China.
  • Minjie Duan
    Center for Artificial Intelligence in Medicine, Chinese PLA General Hospital, Beijing, China.
  • Tianyu Xiang
    Information Center, The University-Town Hospital of Chongqing Medical University, Chongqing, China.
  • Haodong Huang
    Department of Obstetrics and Gynecology, Women and Children's Hospital of Chongqing Medical University, Chongqing, China.

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