Unveiling the future of COVID-19 patient care: groundbreaking prediction models for severe outcomes or mortality in hospitalized cases.

Journal: Frontiers in medicine
Published Date:

Abstract

BACKGROUND: Previous studies have identified COVID-19 risk factors, such as age and chronic health conditions, linked to severe outcomes and mortality. However, accurately predicting severe illness in COVID-19 patients remains challenging, lacking precise methods.

Authors

  • Nguyen Thi Kim Hien
    Master Program in Global Health and Health Security, College of Public Health, Taipei Medical University, Taipei, Taiwan.
  • Feng-Jen Tsai
    Master Program in Global Health and Health Security, College of Public Health, Taipei Medical University, Taipei, Taiwan.
  • Yu-Hui Chang
    PharmD Program, Division of Clinical Pharmacy, College of Pharmacy, Taipei Medical University, Taipei, Taiwan.
  • Whitney Burton
    International Ph.D. Program in Biotech and Healthcare Management, College of Management, Taipei Medical University, Taipei, Taiwan.
  • Phan Thanh Phuc
    International Ph.D. Program in Biotech and Healthcare Management, College of Management, Taipei Medical University, Taipei, Taiwan.
  • Phung-Anh Nguyen
    Clinical Data Center, Office of Data Science, Taipei Medical University, Taipei, Taiwan.
  • Dorji Harnod
    Department of Emergency, College of Medicine, Taipei Medical University, Taipei, Taiwan.
  • Carlos Shu-Kei Lam
    Department of Emergency, College of Medicine, Taipei Medical University, Taipei, Taiwan.
  • Tsung-Chien Lu
    Department of Emergency Medicine, National Taiwan University Hospital, Taipei, Taiwan.
  • Chang-I Chen
    Department of Healthcare Administration, School of Management, Taipei Medical University, Taipei, Taiwan.
  • Min-Huei Hsu
    Graduate Institute of Data Science, College of Management, Taipei Medical University, Taipei, Taiwan.
  • Christine Y Lu
    Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA, United States.
  • Chih-Wei Huang
    Clinical Big Data Research Center, Taipei Medical University Hospital, Taipei Medical University, Taipei, Taiwan.
  • Hsuan-Chia Yang
    Clinical Big Data Research Center, Taipei Medical University Hospital, Taipei Medical University, Taipei, Taiwan.
  • Jason C Hsu
    International Ph.D. Program in Biotech and Healthcare Management, College of Management, Taipei Medical University, Taipei, Taiwan.

Keywords

No keywords available for this article.