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:
Jul. 16, 2024

Filed:

Feb. 04, 2021
Applicant:

Unitedhealth Group Incorporated, Minnetonka, MN (US);

Inventors:

Meihua S. Eddy, Los Angeles, CA (US);

Ronald Matthew Hoffner, Deephaven, MN (US);

Kelsey Isenberg, Morristown, NJ (US);

Melissa Jeanne Umenhofer, Manchester, NH (US);

Damian Kelly, Kilcock, IE;

Anthony A. Nguyen, Pacific Palisades, CA (US);

Assignee:

UNITEDHEALTH GROUP INCORPORATED, Minnetonka, MN (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06Q 10/10 (2023.01); G06F 16/27 (2019.01); G06N 3/044 (2023.01); G06N 3/045 (2023.01); G06N 3/08 (2023.01); G06Q 40/08 (2012.01); G10L 15/183 (2013.01); G16H 10/60 (2018.01); G16H 40/20 (2018.01); G16H 50/20 (2018.01); G06F 17/14 (2006.01);
U.S. Cl.
CPC ...
G16H 40/20 (2018.01); G06F 16/27 (2019.01); G06N 3/044 (2023.01); G06N 3/045 (2023.01); G06N 3/08 (2013.01); G06Q 10/10 (2013.01); G06Q 40/08 (2013.01); G10L 15/183 (2013.01); G16H 10/60 (2018.01); G16H 50/20 (2018.01); G06F 17/142 (2013.01);
Abstract

An example method includes obtaining, by a computing system, audio data representing sounds generated by a user; applying, by the computing system, a machine learning (ML) model that generates output data based on non-semantic content of the audio data; and generating, by the computing system, based on the output data generated by the ML model, a recommended healthcare provider list for the user, the recommended healthcare provider list for the user including one or more healthcare providers recommended for the user.


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