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.

Date of Patent:
Jan. 28, 2025

Filed:

Aug. 05, 2020
Applicant:

Unitedhealth Group Incorporated, Minnetonka, MN (US);

Inventors:

Steven Catani, Athens, GA (US);

Yinglong Guo, Roseville, MN (US);

Benjamin W. Ehlert, Wayzata, MN (US);

Cody James Lensing, Maple Grove, MN (US);

Stephen Rushton Garth, Maplewood, MN (US);

Assignee:

UnitedHealth Group Incorporated, Minnetonka, MN (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
A61B 5/00 (2006.01); A61B 5/145 (2006.01); G06N 3/047 (2023.01); G06N 3/048 (2023.01); G06N 20/00 (2019.01); G16H 50/20 (2018.01);
U.S. Cl.
CPC ...
A61B 5/7275 (2013.01); A61B 5/14532 (2013.01); A61B 5/746 (2013.01); G06N 3/047 (2023.01); G06N 3/048 (2023.01); G06N 20/00 (2019.01); G16H 50/20 (2018.01);
Abstract

There is a need for more effective and efficient predictive data analysis, such as more effective and efficient data analysis solutions for performing predictive monitoring of the glucose-insulin endocrine metabolic regulatory system. Certain embodiments utilize systems, methods, and computer program products that perform predictive data analysis by utilizing at least one of glucose surge excursion detections, steady-state glucose-insulin machine learning models, and parameter space refinement machine learning models.


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