Risk stratification for prediction of adverse coronary events in emergency department chest pain patients with a machine learning score compared with the TIMI score

Abstract

a Department of Emergency Medicine, Singapore General Hospital, Singapore b Centre for Quantitative Medicine, Duke-NUS Graduate Medical School, Singapore c SingHealth Emergency Medicine Residency Program, Singapore Health Services, Singapore d Department of Statistics and Applied Probability, National University of Singapore, Singapore e Division of Research, Singapore General Hospital, Singapore f Singapore Institute of Technology, Singapore g School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore h Health Services and Systems Research, Duke-NUS Graduate Medical School, Singapore