Invention Application
- Patent Title: NONPARAMETRIC GLUCOSE PREDICTORS
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Application No.: US17645715Application Date: 2021-12-22
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Publication No.: US20220202323A1Publication Date: 2022-06-30
- Inventor: Simone Del Favero , Andrea Facchinetti , Simone Faccioli , Gianluigi Pillonetto , Giovanni Sparacino
- Applicant: Dexcom, Inc.
- Applicant Address: US CA San Diego
- Assignee: Dexcom, Inc.
- Current Assignee: Dexcom, Inc.
- Current Assignee Address: US CA San Diego
- Main IPC: A61B5/145
- IPC: A61B5/145 ; G01N33/66

Abstract:
A method of predicting future blood glucose concentrations of an individual patient includes: identifying an individualized linear black box model of glucose-insulin by estimating a plurality of impulse response functions each accounting for an input-output relation of a plurality of individualized patient data sets, the impulse response functions being functions in a Reproducing Kernel Hilbert Space (RKHS); and applying a linear predicting technique to the selected model using the identified impulse response functions to obtain a predicted blood glucose concentration of the individual patient at a future time.
Information query