Invention Grant
- Patent Title: Machine learning-based system for estimating glucose values based on blood glucose measurements and contextual activity data
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Application No.: US16533470Application Date: 2019-08-06
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Publication No.: US11883208B2Publication Date: 2024-01-30
- Inventor: Pratik Agrawal , Chantal M. McMahon , Huzefa F. Neemuchwala , Yuxiang Zhong , John Hoebing
- Applicant: MEDTRONIC MINIMED, INC.
- Applicant Address: US CA Northridge
- Assignee: MEDTRONIC MINIMED, INC.
- Current Assignee: MEDTRONIC MINIMED, INC.
- Current Assignee Address: US CA Northridge
- Agency: Weaver Austin Villeneuve & Sampson LLP
- Main IPC: A61B5/00
- IPC: A61B5/00 ; A61B5/11 ; A61B5/145 ; G16H50/20 ; G16H50/50 ; G16H20/17
Abstract:
A method for estimating glucose values of a user and an insulin infusion and management system are provided. The insulin infusion and management system can include an insulin infusion device configured to deliver insulin to a user; a blood glucose meter; a source of user activity data; and a processor-based computing device that supports data communication with the insulin infusion device. A processor device of the computing device can perform a method for estimating glucose values of a user. In accordance with the method, a first set of inputs can be received and processed via an estimation model for a user to generate a set of estimated glucose values that track actual glucose values.
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