Patent ID: 11915831
Assignee: LABORATORY CORPORATION OF AMERICA HOLDINGS
Field: Medical technology (Instruments)
Classification: CPC G | IPC G

Claim 14:
15. A non-transitory computer-readable medium storing program code executable by a processor to cause the processor to:
obtain current order data, wherein the current order data indicates an order for a laboratory test for a patient;
store patient information using a deidentified hash to mask the patient information;
apply a trained learning filter to historical data including a previous laboratory test and result for the patient, the current order data, or both, to produce filtered data including at least one mistakenly applied marker and comparing the filtered data to a profile associated with a disorder corresponding to the at least one mistakenly applied marker;
determine, in response to applying the trained learning filter, and based on patient information and the filtered data, that the patient satisfies criteria to be a subject of interest for the disorder;
determine, based on the at least one mistakenly applied marker, a first additional laboratory test for updating the profile, the trained learning filter, or both, the profile and the trained learning filter configured for automatically determining future subjects of interest for the disorder;
unmasking the patient information using a mapping database including the deidentified hash;
output, using the patient information and in response to determining that the patient satisfies criteria to be the subject of interest for disorder, a notification via at least one of email, short message service, or a website to a patient computing device indicating a result of the first additional laboratory test, the notification including an invitation or request for additional testing or enrollment in a study; and
retrain the trained learning filter and update the profile using one or more new data elements determined from the first additional laboratory test to improve criteria for determining future subjects of interest for the disorder.