Patent ID: 11954602
Assignee: OPTUM, INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 17:
18. The computer program product of claim 17, wherein the offline phase comprises:
identifying one or more training entities, wherein a training entity is associated with (a) a first subset of the one or more training text data objects and (b) a second subset of one or more training structured data objects;
determining a measure of training deviation between (a) an inferred predictive output for the training entity and (b) a ground-truth predictive output for the training entity, wherein the inferred predictive output for the training entity is determined by processing the first subset and the second subset using the hybrid-input predictive model; and
updating one or more parameters of the hybrid-input predictive model based at least in part on the measure of training deviation.