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:
Dec. 02, 2025

Filed:

Dec. 21, 2021
Applicant:

Unitedhealth Group Incorporated, Minnetonka, MN (US);

Inventors:

Ryan M. Allen, Onalaska, WI (US);

Anmol, Greater Noida, IN;

Prashant Pathak, Benares, IN;

Sebastian D. Perez, Smyrna, GA (US);

Assignee:

UNITEDHEALTH GROUP INCORPORATED, Minnetonka, MN (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 18/231 (2023.01); G06F 18/2115 (2023.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06F 18/231 (2023.01); G06F 18/2115 (2023.01); G06N 20/00 (2019.01);
Abstract

Various embodiments of the present invention provide methods, apparatus, systems, computing devices, computing entities, and/or the like for performing predictive data analysis. Certain embodiments of the present invention utilize systems, methods, and computer program products that perform predictive data analysis by generating input processing rules using at least one of general clusters generated using all of a set of prediction input data objects, high-confidence clusters generated using prediction input data objects having threshold-satisfying clustering confidence scores, and low-confidence clusters generated using prediction input data objects having non-threshold-satisfying clustering confidence scores.


Find Patent Forward Citations

Allen, Ryan. (2025). Generating input processing rules engines using probabilistic clustering techniques (U.S. Patent No. 12488063). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12488063

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

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