Novel machine learning model for predicting multiple unplanned hospitalisations.

Paul Conilione Rebecca Leigh Jessup Anthony Gust

Published in: BMJ health & care informatics (2023)

The high AUROC, moderate sensitivity and high specificity for the HURT algorithm suggests it is a very good predictor of future multi-admission risk and that it can be used to provide targeted support for at-risk individual.

Keyphrases

machine learning
emergency department
deep learning
artificial intelligence
high intensity
big data
current status