Machine Learning and Initial Nursing Assessment-Based Triage System for Emergency Department.

Jae Yong Yu Gab Yong Jeong Ok Soon Jeong Dong Kyung Chang Won Chul Cha

Published in: Healthcare informatics research (2020)

We developed an ML and INA-based triage system for EDs. The novel system was able to predict clinical outcomes more accurately than existing triage systems, KTAS and SOFA.

Keyphrases

emergency department
machine learning
healthcare
mental health
artificial intelligence
quality improvement
adverse drug
big data