Systems and methods for determination of patient true state for personalized medicine

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:

• convert terms extracted from a plurality of medical records into a standardized and structured data set, wherein the data set comprises hyperlinks to at least a portion of the plurality of medical records to facilitate real-time reference from the data set to the plurality of 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;
• and
• validate the condition of the patient based on validating the evidence comprising the largest impact.

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:

• converting terms extracted from a plurality of medical records into a standardized and structured data set, wherein the data set comprises hyperlinks to at least a portion of the plurality of medical records to facilitate real-time reference from the data set to the plurality of 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;
• and
• validating the condition of the patient based on validating the evidence comprising the largest impact.