Deep-learning approaches to identify critically Ill patients at emergency department triage using limited information.

Joshua W JosephEvan L LeventhalAnne V GrossestreuerMatthew L WongLoren J JosephLarry A NathansonMichael W DonninoNoémie ElhadadLeon D Sanchez

Published in: Journal of the American College of Emergency Physicians open (2020)

Deep-learning techniques represent a promising method of augmenting triage, even with limited information. Further research is needed to determine if improved predictions yield clinical and operational benefits.

Keyphrases

emergency department
deep learning
artificial intelligence
convolutional neural network
health information
machine learning
healthcare
adverse drug
drug induced