Published on in Vol 22 , No 12 (2020) :December

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/25442, first published .
An Artificial Intelligence Model to Predict the Mortality of COVID-19 Patients at Hospital Admission Time Using Routine Blood Samples: Development and Validation of an Ensemble Model

An Artificial Intelligence Model to Predict the Mortality of COVID-19 Patients at Hospital Admission Time Using Routine Blood Samples: Development and Validation of an Ensemble Model

An Artificial Intelligence Model to Predict the Mortality of COVID-19 Patients at Hospital Admission Time Using Routine Blood Samples: Development and Validation of an Ensemble Model

Hoon Ko 1 * , MSc ;   Heewon Chung 1 * , MSc ;   Wu Seong Kang 2 * , MD, PhD ;   Chul Park 3 * , MD ;   Do Wan Kim 4 , MD ;   Seong Eun Kim 5 , MD ;   Chi Ryang Chung 6 , MD, PhD ;   Ryoung Eun Ko 6 , MD, PhD ;   Hooseok Lee 1 , MSc ;   Jae Ho Seo 7 , PhD ;   Tae-Young Choi 8 , PhD ;   Rafael Jaimes 9 , PhD ;   Kyung Won Kim 10 , MD ;   Jinseok Lee 1 , PhD

1 Biomedical Engineering , Wonkwang University , Iksan , KR

2 Department of Trauma Surgery , Wonkwang University Hospital , IKsan , KR

3 Department of Internal Medicine , Wonkwang University Hospital , Iksan , KR

4 Department of Thoracic and Cardiovascular Surgery , Chonnam National University Medical School , Gwangju , KR

5 Department of Internal Medicine , Chonnam National University Medical School , Gwangju , KR

6 Department of Critical Care Medicine , Samsung Medical Center , Sungkyunkwan University School of Medicine , Seoul , KR

7 Department of Biochemistry , Wonkwang University School of Medicine , Iksan , KR

8 Department of Pathology , Wonkwang University School of Medicine , Iksan , KR

9 Biotechnology and Human Systems , Lincoln Laboratory , Massachusetts Institute of Technology , Lexington , MA , US

10 Radiology and Research Institute of Radiology , Asan Medical Center , University of Ulsan College of Medicine , Seoul , KR

*these authors contributed equally

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