Systems and Means of Informatics
November 2013, Volume 23, Issue 2, pp 96-114
STUDY OF THE COMPLEX PROBLEM OF ARTERIAL HYPERTENSION DIAGNOSTICS IN THE METHODOLOGY OF ARTIFICIAL HETEROGENEOUS SYSTEMS
- I. A. Kirikov
- A. V. Kolesnikov
- S. B. Rumovskaya
Abstract
We introduce an approach to modeling the decision support systems within the methodology of artificial heterogeneous systems. - Evidence from complex problem at diagnosing of the arterial hypertension. Explorations were conducted on two models: "heterogeneous" and "homogeneous" tasks, and are relevant to the new scientific worldview in biomedicine, based on principles of variety, complementarity, cooperation and relativity. The aim of the research is developing of the consulting hybrid intelligent system for diagnosing of the arterial hypertension. We represent the results of system analysis of the complex problem at arterial hypertension diagnosing within the methodology of artificial heterogeneous systems, namely that it: identification and reduction of the complex problem, subtasks specification, methods selection for solving of homogeneous subtasks and proof of the problem heterogeneity.
[+] References (16)
- Kolesnikov, A.V., and I.A. Kirikov. 2007. Metodologija i tehnologija reshenija slozhnyh zadach metodami funkcional'nyh gibridnyh intellektual'nyh sistem [Methodology
and technology for solving complex problems using the methodology of functional
hybrid artificial systems]. Moscow: IPI RAN. 387 p.
- Kolesnikov, A.V. 2001. Gibridnye intellektual'nye sistemy. Teorija i tehnologija razrabotki [Hybrid artificial systems. Theory and development technology]. Ed.
A.M. Yashin. St. Petersburg: SPbGTU. 711 p.
- Malaja medicinskaja jenciklopedija [Small medical encyclopedia]. 1991. M.: Sov.
enciclopedia. 2:89, 488.
- Rigel'man, R. 1994. Kak izbezhat' vrachebnyh oshibok: Kniga praktikujushhego
vracha. [How to evoid medical errors: The book of medical practitioner]. M.: Praktika.
208 p.
- Plavunov, N. F., V.V. Stepanova, Yu.V. Karaulova, et al. 2004. Rol' arterial'noj
gipertonii v strukture i ishodah gospitalizacij mnogoprofil'nogo skoropomoshhnogo stacionara [Arterial hypertension role in structure and outcomes of hospitalization in general
emergency hospital]. Arterial'naja gipertenzija [Arterial hypertension] 10(3):30-36.
- Kolesnikov, A.V., I.A.Kirikov, S.V. Listopad, et al. 2010. Reshenie slozhnyh zadach
kommivojazhera metodami funkcional'nyh gibridnyh intellektual'nyh sistem [Solving
of the complex traveling salesman problem using the methodology of functional hybrid
artificial systems]. M.: IPI RAN. 295 p.
- Miroshnikov, Ju. I. 2009. Specifika medicinskogo poznanija i problema celostnosti ego
predmeta [The character ofmedical learning and the problemof its subject completeness].
Nauchnyj ezhegodnik Instituta filosofii i prava Ural'skogo otdelenija RAN [Scientific
Anals of the Institute of Philosophy and Law of the Ural Branch of the Russian
Academy of Sciences]. 9:171-84.
- Zalmanov, A. S. 1996. Tajnaja mudrost' chelovecheskogo organizma (Glubinnaja
medicina) [Secret Sophia of the human body (Deep medicine)]. Moscow: Molodaja
gvardija. 224 p.
- Zakharov, V.A., and V. F. Khoroshevskii, eds. 1990. Iskusstvennyj intellekt: Spravochnik. Programmnye i apparatnye sredstva [Artificial intelligence: Handbook. Software and hardware].
Moscow: Radio i svjaz'. 3.
- Chesnokova, I.V. 2007. Optimizacija lechebno-diagnosticheskogo processa u bol'nyh
arterial'noj gipertenziej na dogospital'nom jetape [Optimization of diagnostic and
treatment process for patients with arterial hypertension during prehospital stage].
M.D. Thesis. Voronezh. 46 p.
- Shulakova,M.A. 2012. Informacionnaja podderzhka prinjatija reshenij pri diagnostike
arterial'noj gipertonii na osnove metodov gibridnogo intellekta [Decision-making data
support during diagnostics of arterial hypertension within methodology of hybrid
intellegence]. PhD Thesis. Voronezh. 16 p.
- Rebrova, O. Ju. 2003. Matematicheskie algoritmy i jekspertnye sistemy v differencial'noj diagnostike insul'tov [Mathematical algorithms and expert systems for
differential diagnostics of insult]. M.D. Dissertation.M. 325 p.
- Al' Mabruk, M. 2011. Apparatno-programmnye sredstva i algoritmy raspoznavanija
patologij serdca na osnove perseptronnyh setej [Hardware, software, and algorithms for
recognition of heart pathology based on perceptron-type networks]. D. Sc. Dissertation.
Vladimir. 203 p.
- Sciencedaily. 2009. Automated system for diagnosis of major coronary artery stenosis. http://www.sciencedaily.com/releases/2009/04/090423132609.htm/. (Accessed
September 7, 2011.)
- Hayashi N., Masutani Y., Masumoto T., Mori H., Kunimatsu A., Abe O., Aoki S.,
Ohtomo K., Takano N., Matsumoto K. 2003. Feasibility of a curvature-based enhanced display system for detecting cerebral aneurysms in MR angiography. Magnetic
Resonance Medical Sci. 2(1):29-36.
- Komitet jekspertov VNOK [Committee of the Russian Scientific Society ofCardiology].
2010. Diagnostika i lechenie arterial'noj gipertenzii. Rossijskie rekomendacii [Diagnostics and treatment of arterial hypertension. Russian recommenations]. Sistemnye
gipertenzii [Systemic Hypertension] 3:5-26.
[+] About this article
Title
STUDY OF THE COMPLEX PROBLEM OF ARTERIAL HYPERTENSION DIAGNOSTICS IN THE METHODOLOGY OF ARTIFICIAL HETEROGENEOUS SYSTEMS
Journal
Systems and Means of Informatics
Volume 23, Issue 2, pp 96-114
Cover Date
2013-11-30
DOI
10.14357/08696527130208
Print ISSN
0869-6527
Publisher
Institute of Informatics Problems, Russian Academy of Sciences
Additional Links
Key words
decision support system, functional hybrid intelligent system, heterogeneous problem, diagnosing of the arterial hypertension
Authors
I. A. Kirikov  , A. V. Kolesnikov , S. B. Rumovskaya
Author Affiliations
The Kaliningrad branch of The Institute of Informatics Problems of the Russian Academy of Sciences
|