Published on in Vol 12 (2023)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/44310, first published .
Normal Workflow and Key Strategies for Data Cleaning Toward Real-World Data: Viewpoint

Normal Workflow and Key Strategies for Data Cleaning Toward Real-World Data: Viewpoint

Normal Workflow and Key Strategies for Data Cleaning Toward Real-World Data: Viewpoint

Manping Guo   1, 2, 3 , PhD ;   Yiming Wang   3 , MD ;   Qiaoning Yang   3 , PhD ;   Rui Li   4 , PhD ;   Yang Zhao   3 , MD ;   Chenfei Li   3 , MD ;   Mingbo Zhu   5 , BSc ;   Yao Cui   5 , BSc ;   Xin Jiang   5 , BSc ;   Song Sheng   3 , PhD ;   Qingna Li   3 * , MD ;   Rui Gao   3 * , PhD

1 Postdoctoral Research Station, China Academy of Chinese Medical Sciences, Beijing, China

2 Postdoctoral Works Station, Yabao Pharmaceutical Group Co, Ltd, Yuncheng, China

3 Xiyuan Hospital, China Academy of Chinese Medical Sciences, Beijing, China

4 First Affiliated Hospital, Henan University of Traditional Chinese Medicine, Zhenzhou, China

5 Beijing Xinshi Yuanzhi Technology Consulting Co, Ltd, Beijing, China

*these authors contributed equally

Corresponding Author:

  • Rui Gao, PhD
  • Xiyuan Hospital
  • China Academy of Chinese Medical Sciences
  • GCP, Xiyuan Hospital
  • 1 Xiyuan Playground, Haidian District
  • Beijing, 100091
  • China
  • Phone: 86 010-62835653
  • Email: ruigao@126.com