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. 27, 2026

Filed:

Jun. 29, 2023
Applicant:

Optum, Inc., Minnetonka, MN (US);

Inventors:

Laura D. Hamilton, Chicago, IL (US);

Vinit Garg, Fremont, CA (US);

Ayush Tomar, Morgan Hill, CA (US);

Fazle Shahnawaz Muhibul Karim, Chicago, IL (US);

Chenwei Liu, Rockville, MD (US);

Assignee:

Optum, Inc., Minnetonka, MN (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06V 10/764 (2022.01); G06V 10/774 (2022.01); G16H 10/60 (2018.01); G16H 70/40 (2018.01);
U.S. Cl.
CPC ...
G06V 10/764 (2022.01); G06V 10/774 (2022.01); G16H 10/60 (2018.01); G16H 70/40 (2018.01);
Abstract

Systems and methods for pill identification based on image and user claims data are provided. A pill identification request, including one or more images of a pill and a user identifier of a user associated with the pill, is received. A first machine learning system is used to generate one or more image embeddings based on the one or more images. The user identifier is used to retrieve claims data of the user, and the claims data are encoded to generate a claims embedding. A second machine learning system is used to identify the pill based on the one or more image embeddings and the claims embedding. A response to the pill identification request is generated based on the identifying.


Find Patent Forward Citations

Hamilton, Laura. (2026). Systems and methods for pill identification based on image and user claims data (U.S. Patent No. 12536773). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12536773

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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