Prediction of Critical Care Outcome for Adult Patients Presenting to Emergency Department Using Initial Triage Information: An XGBoost Algorithm Analysis

Hyoungju Yun   ¹ , MISM ;   Jinwook Choi   ^{1, 2, 3} , MD, PhD ;   Jeong Ho Park   ^{4, 5} , MD

¹ Interdisciplinary Program of Medical Informatics, College of Medicine, Seoul National University, Seoul, Republic of Korea

² Department of Biomedical Engineering, College of Medicine, Seoul National University, Seoul, Republic of Korea

³ Institute of Medical and Biological Engineering, Medical Research Center, Seoul National University, Seoul, Republic of Korea

⁴ Department of Emergency Medicine, College of Medicine, Seoul National University, Seoul, Republic of Korea

⁵ Laboratory of Emergency Medical Services, Biomedical Research Institute, Seoul National University Hospital, Seoul, Republic of Korea