Verfahren zur Vorhersage eines Glykämischen Zustandes eines Benutzers in einem Vorgegebenen Vorhersagezeithorizont

Details

Veröffentlichungs-Nr.

EP4811390

Anmeldetag

18. März 2025

Veröffentlichung

23. September 2026

Rechtsraum

EP

IPC

G16H50/20, G16H50/50

Abstract

The invention pertains to a computer- or processor-implemented method for predicting a user's glycemic state within a specified prediction time horizon. It involves estimating the user's current metabolic state using an Extended Kalman Filter, with hyperparameters derived from the user's historical continuous glucose monitoring data, insulin, and optionally meal records. The method further predicts the user's glycemic state utilizing a personalized glucose prediction model tailored for a specific demographic group. This model customization involves determining parameters and further refining n≥2 key parameters relevant to personalizing the model, utilizing the user's historical data and meal records for enhanced accuracy.

Anmelder

Firma

Universität Bern

Land

🇨🇭 Schweiz

Fachgebiete