Explainable machine learning framework to predict the risk of work-related neck and shoulder musculoskeletal disorders among healthcare professionals.

Abstract

Authors

• Na Luo
  Brainnetome Center and National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences, Beijing, China.
• Xinyi Xu
  School of Micro-Nano Electronics, ZJU-Hangzhou Global Scientific and Technological Innovation Center, Zhejiang University, Hangzhou 310027, China.
• Biling Jiang
  Health Education and Promotion Department, Nanning Center for Disease Control and Prevention, Nanning, China.
• Zeyuan Zhang
  Orthopedics Department, Nanning Hospital of Traditional Chinese Medicine, Nanning, China.
• Jingyu Huang
  Department of Thoracic Surgery, Zhongnan Hospital of Wuhan University, Wuhan, China.
• Xiulan Zhang
  Zhongshan Ophthalmic Center, Sun Yat-sen University, China. Electronic address: zhangxl2@mail.sysu.edu.cn.
• Qiong Tan
  College of Humanities and Social Sciences, Guangxi Medical University, Nanning, China.
• Xuanyi Wang
  College of Humanities and Social Sciences, Guangxi Medical University, Nanning, China.
• Siyi Bai
  College of Humanities and Social Sciences, Guangxi Medical University, Nanning, China.
• Suyi Liu
  College of Humanities and Social Sciences, Guangxi Medical University, Nanning, China.
• Yishuang Pan
  College of Humanities and Social Sciences, Guangxi Medical University, Nanning, China.
• Chi Tang
  Health Education and Promotion Department, Nanning Center for Disease Control and Prevention, Nanning, China.
• Pinghua Zhu
  College of Humanities and Social Sciences, Guangxi Medical University, Nanning, China.

Keywords

External Resources