Abstract:
The paper contains the results of imitation of Virtual medical consultation for arterial hypertension diagnostics (functional hybrid system) by means of MATLAB 7 — Simulink and model experiments. The paper introduces the results of testing models from heterogeneous model field: functional modules for electrocardiogram recognition, for investigation of the module analyzing the data of daily monitoring of arterial pressure, and for classification of a patient's state of health; and also, technological modules for experimental utility estimation of symptomatic information for making a diagnosis by means of genetic algorithms. Experiments with laboratory prototype showed the opportunity of decreasing the threshold of “disguised and negotiating diagnosis” of arterial hypertension from 70% to 20% by using it in practice in medical and preventive treatment facilities of wide profile.
Keywords:laboratory prototype of virtual medical consultation; arterial hypertension; neural networks; genetic algorithms; fuzzy systems; functional hybrid intelligent system.