Patent ID: 11883208
Assignee: MEDTRONIC MINIMED, INC.
Field: Medical technology (Instruments)
Classification: CPC A  G | IPC A  G

Claim 15:
16. One or more non-transitory processor-readable media storing instructions which, when executed by one or more processors, cause performance of:
receiving a first set of inputs comprising contextual activity data collected from a source of user activity data, and a second set of inputs comprising intermittent glucose measurements provided from a blood glucose meter; and
processing, via an estimation model, the first set of inputs and the second set of inputs to generate a set of estimated real-time glucose values without using information from a continuous glucose monitor, wherein the generated set of estimated real-time glucose values are not inputted into the estimation model, and the estimation model is an ensemble model that comprises: one or more machine learning models; and a physiological model, wherein the physiological model is configured to be used in conjunction with the one or more machine learning models to confine the generated set of estimated real-time glucose values within an acceptable range.