SYSTEM AND METHOD FOR CREATING SYNTHETIC AND/OR SEMI-SYNTHETIC DATABASE FOR MACHINE LEARNING TASKS

摘要

An automated method of creating synthetic and/or semi-synthetic medical files database for machine learning tasks, comprising: retrieving medical data from external sources; extracting information from the medical data; generating at least one first scenario comprising a plurality of medical factors using the medical data and a rules engine; receiving at least one contradiction marking; updating the rules engine; generating at least one second scenario comprising a plurality of medical factors using the medical data and the updated rules engine; and determining at least one medical procedure recommendation according to the at least one second scenario.