Personalized parameter modeling methods and related devices and systems

This invention describes a computer-based method for accurately measuring a patient's physiological condition using a sensing device. It creates a personalized calibration model for the patient based on their past data and current conditions, which is then used to adjust the raw signals from the sensor for a more precise measurement. The claims narrow this to a system that automatically sends these precise measurements to an infusion pump, which then adjusts drug delivery to the patient.

Why it matters: Filed before the latest advancements in personalized machine learning models for healthcare data. The ability to robustly build and deploy patient-specific predictive models has improved, making the core calibration method more feasible and accurate.

Status: Not in forceListed as no longer active. The specific reason is not in the record we hold.
How hard to build: SpecializedSoftware logic, medical device integration, regulatory hurdles.

3 AI reinvention directions for this patent

See all three

AI gives you a few directions you could take this. Pick one, and we check whether your version is different enough to patent, then write the filing.

Reinvent this with AI

Where this one came from

Every morning we go through millions of abandoned patents and pick out 15 worth your time. This was one of today’s.

This one

+10