The role of continuous monitoring in acute-care settings for predicting all-cause 30-day hospital readmission: A pilot study

Background: Accurate prediction and prevention of hospital readmission remains a clinical challenge. The influence of different data sources, including remotely monitored continuous vital signs and activity, on machine learning (ML) models’ performances is examined for predicting all-cause unplanned...

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Bibliographic Details
Main Authors: Michael Joseph Pettinati, Kyriakos Vattis, Henry Mitchell, Nicole Alexis Rosario, David Michael Levine, Nandakumar Selvaraj
Format: Article
Language:English
Published: Elsevier 2025-01-01
Series:Heliyon
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Online Access:http://www.sciencedirect.com/science/article/pii/S2405844025003743
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