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

Claim 18:
19. A method for medical care implemented by a health information management system comprising at least one processor in communication with at least one memory, the method comprising:
performing natural language processing on a plurality of machine-readable medical records to extract terms from the plurality of machine-readable medical records;
converting 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;
clustering the terms into medical concept data;
determining a condition of a patient based on the medical concept data and at least one probabilistic model;
identifying evidence associated with the condition of the patient that comprises a largest impact in the determination of the condition with respect to other evidence;
generating 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
validating the condition of the patient based on validating the evidence comprising the largest impact.