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

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.