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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.

Patent No.:

US 11955244 B1

PDFFull Text
Date of Patent:
Apr. 09, 2024

Filed:

Jul. 02, 2021

Generating risk determination machine learning frameworks using per-horizon historical claim sets

Applicant:

Optum Services (Ireland) Limited, Dublin, IE;

Inventors:

Conor Breen, Dublin, IE;

Lorcan B. MacManus, County Kildare, IE;

Peter Cogan, Dublin, IE;

Assignee:

Optum Services (Ireland) Limited, Dublin, IE;

Attorney:

Alston & Bird LLP

Primary Examiner:

Jonathon A Szumny

Int. Cl.
CPC ...
G16H 50/30 (2018.01); G06N 20/00 (2019.01); G06Q 40/08 (2012.01); G16H 10/60 (2018.01); G16H 15/00 (2018.01); G16H 50/20 (2018.01); G16H 50/70 (2018.01);
U.S. Cl.
CPC ...
G16H 50/30 (2018.01); G06N 20/00 (2019.01); G06Q 40/08 (2013.01); G16H 10/60 (2018.01); G16H 15/00 (2018.01); G16H 50/20 (2018.01); G16H 50/70 (2018.01);
Abstract

There is a need for more accurate and more efficient predictive data analysis steps/operations. This need can be addressed by, for example, techniques for efficient predictive data analysis steps/operations. In one example, a method includes generating, by a processor, utilizing a risk determination machine learning model and based at least in part on one or more hidden features of the first predictive entity, the predicted risk measure, and performing one or more prediction-based actions based at least in part on the predicted risk measure.

Find Patent Forward Citations

Breen, Conor. (2024). Generating risk determination machine learning frameworks using per-horizon historical claim sets (U.S. Patent No. 11955244). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/11955244

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

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