Diagnostic Test Accuracy of Deep Learning Prediction Models on COVID-19 Severity: Systematic Review and Meta-Analysis.

Journal: Journal of medical Internet research
PMID:

Abstract

BACKGROUND: Deep learning (DL) prediction models hold great promise in the triage of COVID-19.

Authors

  • Changyu Wang
    Information Center, West China Hospital, Sichuan University, Chengdu, China.
  • Siru Liu
    School of Medicine, University of Utah, Salt Lake City, Utah, US.
  • Yu Tang
    School of Information Science and Engineering, Central South University, Changsha 410083, China. tangyu@csu.edu.cn.
  • Hao Yang
    College of Agricultural Science and Engineering, Hohai University, Nanjing 210098, China.
  • Jialin Liu
    School of Pharmacy, Second Military Medical University, Shanghai, 200433, China.