METHOD AND SYSTEM FOR SUPPORTING MEDICAL DECISION MAKING

• Main Authors: SOROKIN SERGEY YURIEVICH, DROKIN IVAN SERGEEVICH, BUKHVALOV OLEG LEONIDOVICH
• Format: Patent
• Language: Chinese; English
• Published: 04.08.2020
• Subjects: HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATIONTECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING ORPROCESSING OF MEDICAL OR HEALTHCARE DATA; INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTEDFOR SPECIFIC APPLICATION FIELDS; PHYSICS

A method for supporting medical decision making using mathematical models of patients, implemented on a server, includes: generating a training dataset containing electronic medical records of patients grouped by patient; pre-processing the data contained in the medical records of patients selected from the training dataset; converting the processed data into a sequence of medical facts with respect to each patient, using medical ontologies; automatically tagging the resulting sequence of medical facts with respect to each patient, using facts of interest extracted from the patient's medical record; training initial representations independently for each modality; training combined representations; training final models and aggregation parameters; obtaining the medical record of a patientnot included in the training dataset; pre-processing the data contained in the patient medical record obtained; converting the pre-processed data into a sequence of medical facts, using medical ontologies; sending the resulti