Predicting emergency department visits and hospitalizations for patients with heart failure in home healthcare using a time series risk model.

Sena Chae,Anahita Davoudi,Jiyoun Song,Lauren Evans,Mollie Hobensack,Kathryn H Bowles,Margaret V McDonald,Yolanda Barrón,Sarah Collins Rossetti,Kenrick Cato,Sridevi Sridharan,Maxim Topaz

Journal of the American Medical Informatics Association : JAMIA（2023）

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摘要

This prediction model suggests that HHC clinicians can identify patients with HF at risk for visiting the ED or hospitalization within 4 days before the event, allowing for earlier targeted interventions.

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关键词

time series risk model,emergency department visits,heart failure,hospitalizations,home healthcare

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