Methods, systems, and devices map data of an electronic medical record to standardized medical concepts. The standardized medical concepts are defined by medical industry standards organizations. The methods, systems, and devices identify medical problem concepts, from the standardized medical concepts, generate feature values of the medical problem concepts based on features within the mapped standardized medical concepts, and weight the medical problem concepts based on the feature values according to a weighting function. These methods, systems, and devices identify medical problems as ones of the medical problem concepts that have a weighted score above a threshold, according to the weighting, and output a list of the medical problems.
ELECTRONIC MEDICAL RECORD SUMMARY AND PRESENTATION
Keerthana Boloor, Murthy V. Devarakonda, Ching-Huei Tsou, Dongyang Zhang
Methods, devices, and systems (for outputting a case summary) receive an electronic medical record (EMR) for the medical patient, extract medical data from the EMR, provide a list of medical problems relevant to the EMR, identifying relations between the medical problems and the medical data using a question-answering (QA) system, and output the clinical summary for the EMR. The clinical summary comprises the list of medical problems, the medical data, and the relations.