IP Library Patent Application 19074211
Patent Application
App. No. 19/074,211

DYNAMIC FORECASTS

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Patent No.
US None
App. No.
19/074,211
Abstract

Disclosed herein are techniques related to dynamic forecasts. The techniques may involve obtaining, from a medical device, measurement data for a patient; forecasting a plurality of values for a condition of the patient based on a forecasting model and the obtained measurement data; providing a graphical user interface depicting the plurality of forecasted values and comprising a plurality of adjustable graphical user interface elements, each associated with a time period and an activity or event likely to influence the condition; obtaining an adjustment to a first adjustable graphical user interface element; in response to obtaining the adjustment to the first adjustable graphical user interface element, updating at least one of the forecasted values based on the adjustment to the first adjustable graphical user interface element, the obtained measurement data, and the forecasting model; and dynamically updating the graphical user interface to reflect the updated at least one forecasted value.

Claims (41)

1 - 20 . (canceled)

21 . A method comprising:

forecasting a plurality of values for a condition of a patient based on a forecasting model and measurement data for the patient obtained from a medical device;

providing a graphical user interface depicting the plurality of forecasted values and comprising a first adjustable graphical user interface element;

obtaining an adjustment to the first adjustable graphical user interface element of the graphical user interface; and

updating at least one of the plurality of forecasted values for the condition of the patient based on the adjustment to the first adjustable graphical user interface element and the forecasting model.

22 . The method of claim 21 , further comprising:

dynamically updating the graphical user interface to reflect the updated at least one of the plurality of forecasted values.

23 . The method of claim 22 , wherein the medical device is a glucose sensor device configured to monitor a glucose level of the patient.

24 . The method of claim 21 , wherein the first adjustable graphical user interface element of the graphical user interface is associated with a meal event.

25 . The method of claim 24 , wherein the first adjustable graphical user interface element of the graphical user interface corresponds to an amount of carbohydrates associated with the meal event.

26 . The method of claim 21 , wherein the first adjustable graphical user interface element of the graphical user interface is associated with a bolus event.

27 . The method of claim 26 , wherein the first adjustable graphical user interface element of the graphical user interface corresponds to an amount of insulin associated with the bolus event.

28 . The method of claim 27 , further comprising:

during a time period associated with the first adjustable graphical user interface element of the graphical user interface, causing delivery, by a fluid delivery device associated with the patient, of the amount of insulin associated with the bolus event.

29 . The method of claim 21 , wherein each of the plurality of forecasted values is a forecasted glucose level of the patient, the method further comprising:

after determining that a current glucose level during a particular time period deviates from a forecasted glucose level for the particular time period, providing a notification to the patient.

30 . A system comprising:

one or more processors; and

one or more processor-readable media storing instructions which, when executed by the one or more processors, cause performance of:

forecasting a plurality of values for a condition of a patient based on a forecasting model and measurement data for the patient obtained from a medical device,

providing a graphical user interface depicting the plurality of forecasted values and comprising a first adjustable graphical user interface element,

obtaining an adjustment to the first adjustable graphical user interface element of the graphical user interface, and

updating at least one of the plurality of forecasted values for the condition of the patient based on the adjustment to the first adjustable graphical user interface element and the forecasting model.

31 . The system of claim 30 , wherein the one or more processor-readable media further store instructions which, when executed by the one or more processors, cause performance of:

dynamically updating the graphical user interface to reflect the updated at least one of the plurality of forecasted values.

32 . The system of claim 30 , wherein the medical device is a glucose sensor device configured to monitor a glucose level of the patient.

33 . The system of claim 30 , wherein the first adjustable graphical user interface element of the graphical user interface is associated with a meal event.

34 . The system of claim 33 , wherein the first adjustable graphical user interface element of the graphical user interface corresponds to an amount of carbohydrates associated with the meal event.

35 . The system of claim 30 , wherein the first adjustable graphical user interface element of the graphical user interface is associated with a bolus event.

36 . The system of claim 35 , wherein the first adjustable graphical user interface element of the graphical user interface corresponds to an amount of insulin associated with the bolus event.

37 . The system of claim 36 , wherein the one or more processor-readable media further store instructions which, when executed by the one or more processors, cause performance of:

during a time period associated with the first adjustable graphical user interface element of the graphical user interface, causing delivery, by a fluid delivery device associated with the patient, of the amount of insulin associated with the bolus event.

38 . The system of claim 30 , wherein each of the plurality of forecasted values is a forecasted glucose level of the patient and wherein the one or more processor-readable media further store instructions which, when executed by the one or more processors, cause performance of:

after determining that a current glucose level during a particular time period deviates from a forecasted glucose level for the particular time period, providing a notification to the patient.

39 . One or more non-transitory processor-readable media storing instructions which, when executed by one or more processors, cause performance of:

forecasting a plurality of values for a condition of a patient based on a forecasting model and measurement data for the patient obtained from a medical device;

providing a graphical user interface depicting the plurality of forecasted values and comprising a first adjustable graphical user interface element;

obtaining an adjustment to the first adjustable graphical user interface element of the graphical user interface; and

updating at least one of the plurality of forecasted values for the condition of the patient based on the adjustment to the first adjustable graphical user interface element and the forecasting model.

40 . The one or more non-transitory processor-readable media of claim 39 , wherein the medical device is a glucose sensor device.

Assignments (2)
SECURITY INTEREST Recorded Jan 16, 2026
From: MEDTRONIC MINIMED, INC.; COMPANION MEDICAL, INC.
To: CITIBANK, N.A.
Reel/Frame 074394/0237 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Jul 9, 2025
From: ZHONG, YUXIANG; AGRAWAL, PRATIK; MCMAHON, CHANTAL M.; NEEMUCHWALA, HUZEFA F.
To: MEDTRONIC MINIMED, INC.
Reel/Frame 071635/0396 →