Development and Validation of a Prognostic Risk Score System for COVID-19 Inpatients: A Multi-Center Retrospective Study in China
Ye Yuan1, Chuan Sun1, Xiuchuan Tang2, Cheng Cheng1, Laurent Mombaerts3, Maolin Wang1, Tao Hu4, Chenyu Sun5, Yuqi Guo1, Xiuting Li1, Hui Xu6, Tongxin Ren7, Yang Xiao1, Yaru Xiao4, Hongling Zhu8, Honghan Wu9, Kezhi Li9, Chuming Chen10, Yingxia Liu10, Zhichao Liang11
1School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan 430074, China
2School of Mechanical Science and Engineering, HuaZhong University of Science and Technology, Wuhan, 430074, China
3Luxembourg Centre for Systems Biomedicine, University of Luxembourg, Belval L-4367, Luxembourg
4Department of Emergency, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China
5AMITA Health Saint Joseph Hospital Chicago, Chicago, IL 60657, USA
6Department of Anesthesiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China
7Huazhong University of Science and Technology-Wuxi Research Institute, Wuxi 214174, China
8Division of Cardiology, Department of Internal Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China
9Institute of Health Informatics, University College London, London NW1 2DA, UK
10Department of Biomedical Engineering, Southern University of Science and Technology, Shenzhen, 518055, China
11Department of Infectious Diseases, Shenzhen Key Laboratory of Pathogenic Microbiology and Immunology, National Clinical Research Center for Infectious Disease, The Third People’s Hospital of Shenzhen (Second Hospital Affiliated with the Southern University of Science and Technology), Shenzhen 518055, China