The accuracy of artificial intelligence in predicting COVID-19 patient mortality: a systematic review and meta-analysis.

Journal: BMC medical informatics and decision making
Published Date:

Abstract

BACKGROUND: The purpose of this paper was to systematically evaluate the application value of artificial intelligence in predicting mortality among COVID-19 patients.

Authors

  • Yu Xin
    Engineering Research Center for Cereal Fermentation and Food Biomanufacturing, School of Biotechnology, Jiangnan University, Wuxi, China.
  • Hongxu Li
    Department of Critical Care Medicine, the First Affiliated Hospital of Harbin Medical University, Harbin, 150001, Heilongjiang Province, China.
  • Yuxin Zhou
    Department of Computer Science, Sichuan University, Chengdu 610017, China.
  • Qing Yang
    School of Nursing, Chengdu Medical College, Chengdu, China.
  • Wenjing Mu
    Department of Critical Care Medicine, Harbin Medical University Cancer Hospital, No. 150 Haping Rd, Nangang District, Harbin, 150081, China.
  • Han Xiao
    Department of Radiation Oncology, Zhongshan Hospital, Fudan University, Shanghai, China.
  • Zipeng Zhuo
    Department of Critical Care Medicine, Harbin Medical University Cancer Hospital, No. 150 Haping Rd, Nangang District, Harbin, 150081, China.
  • Hongyu Liu
    Department of Physics, Shanghai University of Electric Power, Shanghai 200090, China.
  • Hongying Wang
    College of Engineering, China Agricultural University, Beijing 100085, China.
  • Xutong Qu
    Department of Anesthesiology, Harbin Medical University Cancer Hospital, No. 150 Haping Rd, Nangang District, Harbin, 150081, China.
  • Changsong Wang
    Department of Critical Care Medicine, the First Affiliated Hospital of Harbin Medical University, Harbin, 150001, Heilongjiang Province, China. changsongwangicu@163.com.
  • Haitao Liu
    Key Disciplines Lab of Novel Micro-nano Devices and System Technology, Chongqing University, Chongqing 400030, China; Key Laboratory for Optoelectronic Technology & System of Ministry of Education, Chongqing University, Chongqing 400044, China.
  • Kaijiang Yu
    Department of Critical Care Medicine, the First Affiliated Hospital of Harbin Medical University, Harbin, 150001, Heilongjiang Province, China. drkaijiang@163.com.