Patent ID: 11967430
Assignee: OPTUM SERVICES (IRELAND) LIMITED
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 14:
15. An apparatus comprising one or more processors and at least one memory including program code, the at least one memory and the program code configured to, with the one or more processors, cause the apparatus to at least:
generate a plurality of cross-variant polygenic risk data objects based at least in part on using a trained polygenic machine learning model trained based at least in part on a plurality of training genetic sequences comprising genetic sequences associated with a plurality of individuals;
identify, from the plurality of cross-variant polygenic risk data objects, one or more primary cross-variant polygenic risk data objects for a primary medical condition;
identify, from the plurality of cross-variant polygenic risk data objects, one or more secondary cross-variant polygenic risk data objects for a secondary medical condition;
generate a cross-condition polygenic similarity measure between the primary medical condition and the secondary medical condition based at least in part on comparing the one or more primary cross-variant polygenic risk data objects and the one or more secondary cross-variant polygenic risk data objects; and
initiate the performance of one or more prediction-based actions based at least in part on the cross-condition polygenic similarity measure.