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.:
Date of Patent:
Jun. 27, 2023
Filed:
Apr. 28, 2020
Optum Services (Ireland) Limited, Dublin, IE;
Darragh Hanley, Dublin, IE;
Damian Kelly, Kildare, IE;
Julie Zhu, Minnetonka, MN (US);
Jonathan Lawrence Herke, Maple Grove, MN (US);
Gregory J. Boss, Saginaw, MI (US);
OPTUM SERVICES (IRELAND) LIMITED, Dublin, IE;
Abstract
Various embodiments of the present disclosure facilitate recommendation prediction using machine learning. In one example, an embodiment provides for generating embeddings data related to one or more provider entities, predicting a set of provider entities for a patient entity based on a provider machine learning model, ranking provider entities in the set of provider entities to generate a ranked set of provider entities, and performing one or more actions to provide a recommendation for the patient entity based on the ranked set of provider entities.