Machine learning-assisted construction of COPD self-evaluation questionnaire (COPD-EQ): a national multicentre study in China.

Journal: Journal of global health
PMID:

Abstract

BACKGROUND: Approximately 70% of chronic obstructive pulmonary disease (COPD) is underdiagnosed worldwide. We aimed to develop and validate a COPD self-evaluation questionnaire (COPD-EQ) that is better suited for COPD screening in China.

Authors

  • Yiming Ma
    School of Kinesiology, Shanghai University of Sport, Shanghai 200438, China.
  • Zijie Zhan
    Department of Pulmonary and Critical Care Medicine, the Second Xiangya Hospital, Central South University, Changsha, China.
  • Yahong Chen
    Department of Respiratory and Critical Care Medicine, Third Hospital of Peking University, Beijing, China.
  • Jing Zhang
    MOEMIL Laboratory, School of Optoelectronic Information, University of Electronic Science and Technology of China, Chengdu, China.
  • Wen Li
  • Zhiyi He
    Department of Respiratory and Critical Care Medicine, First Affiliated Hospital of Guangxi Medical University, Nanning, China.
  • Jungang Xie
    Department of Respiratory and Critical Care Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
  • Haijin Zhao
    Department of Respiratory and Critical Care Medicine, Nanfang Hospital, Southern Medical University, Guangzhou, China.
  • Anping Xu
    Department of Respiratory and Critical Care Medicine, Yingcheng People's Hospital, Yingcheng, China.
  • Kun Peng
    Department of Respiratory and Critical Care Medicine, Sixth Hospital of Beijing, Beijing, China.
  • Gang Wang
    National Clinical Research Center for Mental Disorders & Beijing Key Laboratory of Mental Disorders, Beijing Anding Hospital, Capital Medical University, Beijing, China.
  • Qingping Zeng
    Department of Intensive Care Unit, Longshan People's Hospital, Xiangxi, China.
  • Ting Yang
    Northeastern University, Department of Chemistry, CHINA.
  • Yan Chen
    Department of Respiratory and Critical Care Medicine, Shanghai Pulmonary Hospital, School of Medicine, Tongji University, Shanghai, China.
  • Chen Wang
    Department of Cardiovascular Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China.