A machine-learning-derived online prediction model for depression risk in COPD patients: A retrospective cohort study from CHARLS.

Abstract

Authors

• Xuanna Zhao
  Department of Respiratory and Critical Care Medicine, Affiliated Hospital of Guangdong Medical University, Zhanjiang 524013, China.
• Yunan Wang
  Department of Respiratory and Critical Care Medicine, Affiliated Hospital of Guangdong Medical University, Zhanjiang 524013, China.
• Jiahua Li
  Department of Radiology, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, Guangdong, People's Republic of China.
• Weiliang Liu
  Department of Respiratory and Critical Care Medicine, Affiliated Hospital of Guangdong Medical University, Zhanjiang 524013, China.
• Yuting Yang
• Youping Qiao
  Department of Respiratory and Critical Care Medicine, Affiliated Hospital of Guangdong Medical University, Zhanjiang 524013, China.
• Jinyu Liao
  Department of Respiratory and Critical Care Medicine, Affiliated Hospital of Guangdong Medical University, Zhanjiang 524013, China.
• Min Chen
  School of Computer Science and TechnologyHuazhong University of Science and Technology Wuhan 430074 China.
• Dongming Li
  School of Information Technology, Jilin Agricultural University, Changchun 130118, China.
• Bin Wu
  Department of Psychiatry, Xi'an Mental Health Center, Xi'an, China.
• Dan Huang
  Department of Anesthesiology, The Second Affiliated Hospital of Soochow University, Suzhou 215004, China.; Department of Anesthesiology, Renji Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai 200127, China.
• Dong Wu

Keywords

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