Patent ID: 11972443
Assignee: KONINKLIJKE PHILIPS N.V.
Field: Medical technology (Instruments)
Classification: CPC G | IPC G

Claim 0:
1. A system for preparing and using one or more prediction models for socioeconomic data and missing value prediction, the system comprising one or more processors configured by machine-readable instructions to:
receive, from one or more databases, population segment data related to a plurality of different population segments;
extract, from the population segment data, a training set of parameter values for each of at least some of the plurality of different population segments, wherein each parameter value of the training set of parameter values corresponds to a socioeconomic category, and wherein at least some of the parameter values of the training set of parameter values correspond to different socioeconomic categories;
for each training set of the training sets of parameter values, provide one or more first parameter values of the training set to a prediction model as input for the prediction model to predict one or more additional parameter values of the training set such that the prediction of the one or more additional parameter values of the training set is performed by the prediction model without reliance on the one or more additional parameter values;
for each training set of the training sets of parameter values, provide the one or more additional parameter values of the training set to the prediction model as reference feedback for the prediction model's prediction of the one or more additional parameter values to train the prediction model;
predict, based on one or more first parameter values of a set of parameter values for a population segment, one or more additional values for the set of parameter values using the prediction model subsequent to the training of the prediction model; and
determining, using the population segment data and the one or more additional values for the set of parameter values as input to a trained outcome model, a health outcome or socioeconomic status for one or more of the plurality of different population segments.