Patent ID: 11887715
Assignee: DEXCOM, INC.
Field: Medical technology (Instruments)
Classification: CPC G | IPC G

Claim 16:
17. The system of claim 8, wherein the XOB estimator comprises a baseline time-series estimator, an iterative time-series comparator, and a time-series comparator, wherein the baseline time-series estimator is a stateless machine that receives historical XOB amounts and continuous glucose monitoring (CGM) system history and produces a time-series that approximates future values of glucose, wherein the iterative time-series comparator is configured to combine a procedure that generates candidate XOB amounts with a modification of the time-series estimator in which historical XOB amounts are substituted with the XOB amount under consideration, wherein the time-series comparator is configured to match a pair of time-series that can be any measure of distance or similarity between the series.