Risk factors for depression in China based on machine learning algorithms: A cross-sectional survey of 264,557 non-manual workers.

Abstract

Authors

• Hui Li
  Department of Ophthalmology, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, China.
• Ying Li
  School of Information Engineering, Chang'an University, Xi'an 710010, China.
• Yinglong Duan
  Nursing department, the Third Xiangya Hospital, Central South University, Changsha, 410013, China.
• Sha Wang
  Qilu Hospital of Shandong University, Department of Nephrology, Jinan, Shandong, China.
• Min Liu
  Department of Critical Care Medicine, The Affiliated Wuxi People's Hospital of Nanjing Medical University, Wuxi People's Hospital, Wuxi Medical Center, Nanjing Medical University, Wuxi, China.
• Yating Luo
  Nursing department, the Third Xiangya Hospital, Central South University, Changsha, 410013, China.
• Jiangang Wang
  Health Management Center, Third Xiangya Hospital, Central South University, Changsha 410013, China. 600410@csu.edu.cn.
• Zhiheng Chen
  School of Biological Science and Medical Engineering, Beihang University, Beijing 100083, China. Electronic address: czh96@buaa.edu.cn.
• Pinting Yang
  Health Management Medicine Center, the Third Xiangya Hospital, Central South University, Changsha, 410013, China.
• Jianfei Xie
  School of Computing and Engineering, University of Derby, Derby DE22 3AW, UK.

Keywords

External Resources