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

Claim 19:
20. At least one non-transitory computer-readable storage medium having computer-readable program code portions stored therein, the computer-readable program code portions configured to:
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 a prediction-based actions based at least in part on the cross-condition polygenic similarity measure.