The present disclosure provides devices, systems, and methods for optimizing blood glucose level regulation by predicting blood glucose levels based on personalized blood glucose regulation models. In some exemplary embodiments, a computer-implemented method of blood glucose level regulation includes collecting a first plurality of data sets associated with an individual from a database, generating a personalized blood glucose regulation model for the individual, receiving a second plurality of data sets associated with the individual, and generating predicted blood glucose levels for the individual using the personalized blood glucose regulation model and the second plurality of data sets. The personalized blood glucose regulation model can also be used to identify risks of blood glucose excursions, titrate insulin doses, optimize nutritional and physical activities plans, recommend preventive and corrective actions, and send signals, such as alerts and commands, to insulin delivery devices or other devices or systems to improve safety of the individual.
DEVICES, SYSTEMS, AND METHODS FOR PREDICTING BLOOD GLUCOSE LEVELS BASED ON A PERSONALIZED BLOOD GLUCOSE REGULATION MODEL
2021-08-19
Patent
Elektronische Ressource
Englisch
IPC: | G09B Unterrichts- oder Vorführungsgeräte , EDUCATIONAL OR DEMONSTRATION APPLIANCES / A61B DIAGNOSIS , Diagnostik / B60Q ARRANGEMENT OF SIGNALLING OR LIGHTING DEVICES, THE MOUNTING OR SUPPORTING THEREOF OR CIRCUITS THEREFOR, FOR VEHICLES IN GENERAL , Anordnung von Signal- oder Beleuchtungsvorrichtungen, deren Einbau oder Halterung oder deren Schaltkreise bei Fahrzeugen allgemein / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / G16H Medizinische Informatik, d.h. Informations- und Kommunikationstechnik [IKT] besonders ausgebildet für die Handhabung oder Verarbeitung medizinischer oder auf das Gesundheitswesen bezogener Daten , HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA |
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