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:
Aug. 29, 2023
Filed:
Jul. 14, 2020
Optum Technology, Inc., Eden Prairie, MN (US);
V Kishore Ayyadevara, Hyderabad, IN;
Sree Harsha Ankem, Hyderabad, IN;
Raghav Bali, Bangalore, IN;
Rohan Khilnani, Hyderabad, IN;
Vineet Shukla, Bangalore, IN;
Saikumar Chintareddy, Hyderabad, IN;
Ranraj Rana Singh, Thane, IN;
OPTUM TECHNOLOGY, INC., Eden Prairie, MN (US);
Abstract
There is a need for more effective and efficient prediction data analysis. This need can be addressed by, for example, solutions for performing first-occurrence multi-disease prediction. In one example, a method includes determining a per-event-type loss value for each event type of a group of event types; determining a cross-event-type loss value based at least in part on each per-event-type loss value; training a multi-event-type prediction model based at least in part on the cross-event type loss value; generating a first-occurrence prediction based at least in part on the multi-event-type prediction model, wherein the first occurrence-prediction comprises a first-occurrence prediction item for each event type of the group of event types; and performing one or more prediction-based actions based at least in part on the first-occurrence prediction.