Optimal Triage for COVID-19 Patients Under Limited Health Care Resources With a Parsimonious Machine Learning Prediction Model and Threshold Optimization Using Discrete-Event Simulation: Development Study.

Jeongmin Kim Hakyung Lim Jae-Hyeon Ahn Kyoung-Hwa Lee Kwang-Suk Lee Kyo Chul Koo

Published in: JMIR medical informatics (2021)

Our adaptive triage model and its threshold optimization capability revealed that COVID-19 management can be achieved via the cooperation of both the medical and health care management sectors for maximum treatment efficacy. The model is available online for clinical implementation.

Keyphrases

healthcare
sars cov
emergency department
machine learning
coronavirus disease
health information
primary care
artificial intelligence
single cell
deep learning
virtual reality