The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
May. 12, 2026
Filed:
Jan. 29, 2021
Applicant:
Medtronic Minimed, Inc., Northridge, CA (US);
Inventors:
Elaine Gee, Windsor, CA (US);
Jeffrey Nishida, Chicago, IL (US);
Peter Ajemba, Canyon Country, CA (US);
Keith Nogueira, Mission Hills, CA (US);
Andrea Varsavsky, Santa Monica, CA (US);
Assignee:
MEDTRONIC MINIMED, INC., Northridge, CA;
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G16H 50/20 (2018.01); G06N 20/00 (2019.01); G16H 40/63 (2018.01);
U.S. Cl.
CPC ...
G16H 50/20 (2018.01); G06N 20/00 (2019.01); G16H 40/63 (2018.01);
Abstract
Techniques for improving continuous glucose monitoring ('CGM') are described herein. In some embodiments, the techniques involve obtaining sensor data; applying, to the sensor data, a machine learning model trained to identify sensor data error patterns; and detecting an erroneous sensor use condition based on output of the machine learning model indicating an error pattern identified in the sensor data.