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:
Feb. 25, 2025
Filed:
May. 05, 2020
Optum Services (Ireland) Limited, Dublin, IE;
Peter Joseph Ross, Dublin, IE;
Damian Kelly, Kildare, IE;
Optum Services (Ireland) Limited, Dublin, IE;
Abstract
There is a need for more effective and efficient heightened need prediction. In one example, a method comprises, during an online prediction phase: receiving incoming monitoring data associated with the user profile; performing anomaly reduction on the incoming monitoring data to generate anomaly-reduced incoming monitoring data; generating an incoming monitoring window based on the anomaly-reduced incoming monitoring data; processing the incoming monitoring window using a trained heightened need prediction machine learning model to determine a heightened need prediction for the incoming monitoring window; and in response to determining that the heightened need prediction is positive, performing one or more responsive actions by communicating with one or more client devices associated with the user profile.