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Sistemy i Sredstva Informatiki [Systems and Means of Informatics], 2014, Volume 24, Issue 3, Pages 121–143
DOI: https://doi.org/10.14357/08696527140309
(Mi ssi364)
 

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
Full-text PDF (451 kB) Citations (4)
References:
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
Bibliographic databases:
Document Type: Article
Language: Russian
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
Citation in format AMSBIB
\Bibitem{KirKolRum14}
\by I.~A.~Kirikov, A.~V.~Kolesnikov, S.~B.~Rumovskaya
\paper Experimental research of laboratory prototype of an artificial heterogeneous system for diagnosis of arterial hypertension
\jour Sistemy i Sredstva Inform.
\yr 2014
\vol 24
\issue 3
\pages 121--143
\mathnet{http://mi.mathnet.ru/ssi364}
\crossref{https://doi.org/10.14357/08696527140309}
\elib{https://elibrary.ru/item.asp?id=22482077}
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  • https://www.mathnet.ru/eng/ssi/v24/i3/p121
  • This publication is cited in the following 4 articles:
    Citing articles in Google Scholar: Russian citations, English citations
    Related articles in Google Scholar: Russian articles, English articles
    Системы и средства информатики
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    Full-text PDF :91
    References:59
     
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