Deep learning approach for early prediction of COVID-19 mortality using chest X-ray and electronic health records.

Journal: BMC bioinformatics
Published Date: May 9, 2023

Abstract

BACKGROUND: An artificial-intelligence (AI) model for predicting the prognosis or mortality of coronavirus disease 2019 (COVID-19) patients will allow efficient allocation of limited medical resources. We developed an early mortality prediction ensemble model for COVID-19 using AI models with initial chest X-ray and electronic health record (EHR) data.

Authors

  • Seung Min Baik
    Division of Critical Care Medicine, Department of Surgery, Ewha Womans University Mokdong Hospital, Ewha Womans University College of Medicine, Seoul, Korea.
  • Kyung Sook Hong
    Division of Critical Care Medicine, Department of Surgery, Ewha Womans University Seoul Hospital, Ewha Womans University College of Medicine, Seoul, Korea.
  • Dong Jin Park
    Department of Laboratory Medicine, College of Medicine, Ewha Womans University of Korea, Seoul, South Korea.

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