USING DATA IMPUTATION TO DETERMINE AND RANK OF RISKS OF HEALTH OUTCOMES

摘要

Apparatus may be configured to receive a patient record for the patient from a database of a data storage unit, wherein demographic data values or biometric data values in the patient record are missing or have null values; create clone patient records in the database; impute different substitute demographic data values or biometric data values and substitute different substitute values into the clone patient records; determine, create and store a first metric, based on the clone patient records, wherein the first metric comprises a current health related metric for the patient; determine, create and store medical intervention metrics, each based on an associated medical intervention and the clone patient records, representing a predicted health related metric for the patient when the associated medical intervention is performed; transform the database by updating the patient record to include the first metric and the medical intervention metrics.