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This article is cited in 4 scientific papers (total in 4 papers)
Experimental research of laboratory prototype of an artificial heterogeneous system for diagnosis of arterial hypertension
I. A. Kirikova, A. V. Kolesnikovab, S. B. Rumovskayaa a Kaliningrad Branch of the Institute of Informatics Problems, Russian Academy of Sciences, 5 Gostinaya Str., Kaliningrad 236000, Russian Federation
b Immanuel Kant Baltic Federal University, 14 Nevskogo Str., Kaliningrad 236041, Russian Federation
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.
Received: 27.04.2014
Citation:
I. A. Kirikov, A. V. Kolesnikov, S. B. Rumovskaya, “Experimental research of laboratory prototype of an artificial heterogeneous system for diagnosis of arterial hypertension”, Sistemy i Sredstva Inform., 24:3 (2014), 121–143
Linking options:
https://www.mathnet.ru/eng/ssi364 https://www.mathnet.ru/eng/ssi/v24/i3/p121
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