Patent ID: 9495514
Filing Date: 2016-11-15
CPC Classification: G16H

Claim Text:
1. One or more computer-readable storage devices storing computer-useable instructions that, when used by one or more computing devices, cause the one or more computing devices to perform a method comprising: identifying an electronic medical record associated with a human infant; generating a multi-variable logistic regression statistical model capable of calculating a probability of clinically significant hyperbilirubinemia; receiving an input data set from the medical record based on laboratory test results for the human infant, the data set including a time from birth associated with the test results, the test results determined from measurements received at a single measurement-session time; determining a probability of clinically significant hyperbilirubinemia for the human infant based on the input data set and the multi-variable logistic regression statistical model; modifying the electronic medical record according to the determined probability and to include data indicating that the member associated with the medical record is a candidate for receiving a hyperbilirubinemia prevention regimen; and based on the probability of clinically significant hyperbilirubinemia for the human infant determined from the input data set and the multi-variable logistic regression statistical model, initiating an intervention, the intervention comprising one or more of the administering phototherapy to the human infant and scheduling monitoring of the human infant, and delaying discharge of the human infant from a medical facility; wherein a plurality of variables is used by the multi-variable logistic regression statistical model.