Core clinical engineering and protocols for EHR Data Pollution Defense.
Ingesting raw continuous 1 Hz heart rate data from thousands of outpatient smartwatches directly into hospital EHRs would crash databases and expose clinicians to legal liability for unreviewed data points.
WearablesIoT implements an intelligent gateway that computes rolling clinical summaries—such as resting heart rate averages, circadian variability, and exercise recovery intervals—delivering actionable insights without cluttering clinical charts.