Patent ID: 11955238
Assignee: APIXIO, LLC
Field: Medical technology (Instruments)
Classification: CPC G | IPC G

Claim 9:
10. At least one non-transitory computer-readable storage medium with instructions stored thereon that, in response to execution by at least one processor, cause the at least one processor to:
perform natural language processing on a plurality of machine-readable medical records to extract terms from the plurality of machine-readable medical records;
convert the terms extracted from the plurality of machine-readable medical records into a standardized and structured data set, wherein the data set comprises hyperlinks to at least a portion of the plurality of machine-readable medical records to facilitate real-time reference from the data set to the plurality of machine-readable medical records;
cluster the terms into medical concept data;
determine a condition of a patient based on the medical concept data and at least one probabilistic model;
identify evidence associated with the condition of the patient that comprises a largest impact in the determination of the condition with respect to other evidence;
generate an output comprising an indication of the condition and at least one hyperlink of the hyperlinks associated with the evidence comprising the largest impact and
validate the condition of the patient based on validating the evidence comprising the largest impact.