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. 20, 2026

Filed:

Nov. 01, 2021
Applicant:

Unitedhealth Group Incorporated, Minnetonka, MN (US);

Inventors:

Jon Kevin Muse, Thompsons Station, TN (US);

Marilyn L. Gordon, Cherry Hill, NJ (US);

Komal Khatri, Cedar Park, TX (US);

Gregory J. Boss, Saginaw, MI (US);

Assignee:

UNITEDHEALTH GROUP INCORPORATED, Minnetonka, MN (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
A61M 16/00 (2006.01); A61B 5/08 (2006.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
A61M 16/024 (2017.08); A61B 5/08 (2013.01); A61M 16/0003 (2014.02); G06N 20/00 (2019.01); A61M 2205/581 (2013.01);
Abstract

Various embodiments of the present invention provide methods, apparatus, systems, computing devices, computing entities, and/or the like for performing optimized breathing therapy. Certain embodiments of the present invention utilize systems, methods, and computer program products that perform optimized breathing therapy using at least one of interruption score generation machine learning models, observed inspiration-expiration pattern, expected inspiration-expiration patterns, expected musical patterns, and inferred musical patterns.


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