Patent ID: 11900059
Assignee: UNITEDHEALTH GROUP INCORPORATED
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 18:
19. A computer-implemented method comprising:
retrieving one or more record data elements associated with a client identifier, wherein each of the one or more record data elements is associated with an encounter identifier of one or more encounter identifiers, wherein the one or more encounter identifiers are associated with the client identifier;
generating one or more encounter vectors based at least in part on the one or more record data elements, wherein the one or more encounter vectors are associated with the one or more encounter identifiers;
generating a client vector based at least in part on the one or more encounter vectors, wherein the client vector is associated with the client identifier, wherein a first natural language processing model is associated with at least one of the one or more encounter vectors or the client vector;
generating a prediction data element based at least in part on the client vector and a machine learning model, wherein the prediction data element is associated with the client identifier; and
performing at least one data operation based at least in part on the prediction data element.