Patent ID: 11948299
Assignee: OPTUM SERVICES (IRELAND) LIMITED
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 14:
15. One or more non-transitory computer readable storage media including instructions that cause one or more processors to:
receive one or more categorical input features;
determine a plurality of image region values, wherein each image region value of the plurality of image region values is (i) associated with a respective image region of a plurality of image regions, (ii) associated with a respective categorical input feature type of one or more categorical input feature types, and (iii) determined in a manner such that the respective image region for the image region value displays a visual representation of a respective categorical input feature for the respective categorical input feature type that is associated with the respective image region for the image region value;
generate an image representation based at least in part on one or more image region values corresponding to a categorical input feature of the one or more categorical input features; and
generate, using an image-based machine learning model, and based at least in part on the image representation, an image-based prediction.