Machine learning-based return-to-work assessment system for acute myocardial infarction patients within 12 months.

Journal: Heart & lung : the journal of critical care
Published Date:

Abstract

BACKGROUND: Returning to work is a critical indicator of recovery after acute myocardial infarction (AMI), and accurate identification of patients with low return-to-work rates is critical for timely intervention.

Authors

  • Xiaojun Wu
    Computational Biology Department, School of Computer Science, Carnegie Mellon University, Pittsburgh, Pennsylvania, United States of America.
  • Shiyu Wang
    Research Center for Computer-Aided Drug Discovery, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen 518055, China.
  • Haoning Cui
    Department of Cardiology, The Second Affiliated Hospital of Harbin Medical University, Harbin, China; Department of Cardiac Rehabilitation Center, The Second Affiliated Hospital of Harbin Medical University, Harbin, China.
  • Xianghui Zheng
    Department of Cardiology, The Second Affiliated Hospital of Harbin Medical University, Harbin, China; Department of Cardiac Rehabilitation Center, The Second Affiliated Hospital of Harbin Medical University, Harbin, China.
  • Xinyu Hou
    Department of Cardiothoracic Surgery, Jinling Hospital, Affiliated Hospital of Medical School, Nanjing University, 305 East Zhongshan Road, Nanjing, Jiangsu Province, PR China.
  • Zhuozhong Wang
    Department of Cardiology, The Second Affiliated Hospital of Harbin Medical University, Harbin, China; The Key Laboratory of Myocardial Ischemia, Ministry of Education, Harbin, China.
  • Qifeng Li
    Tianjin Key Lab of BME Measurement, Department of Biomedical Engineering, Tianjin University, Tianjin 300000, China.
  • Qi Liu
    National Institute of Traditional Chinese Medicine Constitution and Preventive Medicine, Beijing University of Chinese Medicine, Beijing, China.
  • Tianhui Cao
    Department of Cardiology, The Second Affiliated Hospital of Harbin Medical University, Harbin, China; Department of Cardiac Rehabilitation Center, The Second Affiliated Hospital of Harbin Medical University, Harbin, China.
  • Yang Zheng
    Provincial Key Laboratory of Informational Service for Rural Area of Southwestern Hunan, Shaoyang University, Shaoyang, China.
  • Jian Wu
    Department of Medical Technology, Jiangxi Medical College, Shangrao, Jiangxi, China.
  • Bo Yu
    Department of Cardiology, The 2nd Affiliated Hospital of Harbin Medical University, Harbin, China.