Impact of wearable device data and multi-scale entropy analysis on improving hospital readmission prediction.

Vishal NagarajanSupreeth Prajwal ShashikumarAtul MalhotraShamim NematiGabriel Wardi

Published in: Journal of the American Medical Informatics Association : JAMIA (2024)

Wearable data and multiscale entropy can improve prediction of a deep-learning model to predict unplanned 90-day readmissions. Prospective studies are needed to validate these findings.

Keyphrases

deep learning
electronic health record
heart rate
big data
healthcare
machine learning
data analysis
adverse drug
blood pressure
convolutional neural network