Patent ID: 11915127
Assignee: EDIFECS, INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 0:
1. A system, comprising:
first, second and third input data sets, the first input data set including demographic information characterizing a patient, the second and third input data sets characterizing a healthcare treatment history of the patient; and
at least one processing device configured to implement a neural network, the neural network comprising:
first, second and third neural subnetworks, the first neural subnetwork having a first primary output layer and being configured to process the first input data set to produce a first output data set, the second neural subnetwork having second primary output layer and being configured to process the second input data set to produce a second output data set, and the third neural subnetwork having a third primary output layer and being configured to process the third input data set to produce a third output data set, the first, second and third primary output layers configured to output the first, second and third output data sets, and
an autoencoder layer coupled to the first, second and third neural subnetworks, the autoencoder layer having an input layer comprising the first, second and third output data sets received from the first, second and third primary output layers, the autoencoder layer configured to process the first, second and third output data sets to produce a secondary output data set.