CONTINUOUS GLUCOSE MONITORS AND RELATED SENSORS UTILIZING MIXED MODEL AND BAYESIAN CALIBRATION ALGORITHMS

摘要

A method for monitoring blood glucose levels includes receiving a time-varying electrical signal from an analyte sensor during a temporal phase of a monitoring session and selecting a calibration model from a plurality of calibration models. The selected calibration model includes one or more calibration model parameters. The method further includes estimating at least one of the one or more calibration model parameters of the selected calibration model based on at least the time-varying electrical signal during the temporal phase and estimating the blood glucose level of the user based on the selected calibration model and the at least one estimated parameter. An apparatus and non-transitory computer readable medium can carry out similar functionality.