Benchmarking emergency department prediction models with machine learning and public electronic health records

Abstract The demand for emergency department (ED) services is increasing across the globe, particularly during the current COVID-19 pandemic. Clinical triage and risk assessment have become increasingly challenging due to the shortage of medical resources and the strain on hospital infrastructure ca...

Full description

Bibliographic Details
Main Authors: Feng Xie, Jun Zhou, Jin Wee Lee, Mingrui Tan, Siqi Li, Logasan S/O Rajnthern, Marcel Lucas Chee, Bibhas Chakraborty, An-Kwok Ian Wong, Alon Dagan, Marcus Eng Hock Ong, Fei Gao, Nan Liu
Format: Article
Language:English
Published: Nature Portfolio 2022-10-01
Series:Scientific Data
Online Access:https://doi.org/10.1038/s41597-022-01782-9