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Program Systems: Theory and Applications, 2018, Volume 9, Issue 4, Pages 219–237 (Mi ps308)  

Information Systems in Medicine

Problem-oriented model of clinical data Bank

V. L. Malykh, A. E. Mikheev, S. V. Rudetskii

Ailamazyan Program Systems Institute of Russian Academy of Sciences

Abstract: The paper considers the problem of building a problem-oriented information model of the clinical data Bank (CDB). The treatment and diagnostic process is proposed to be modeled by a discrete finite-dimensional controlled process.
The principal nonobservability of the state vector of the control object and its large dimension are noted. The necessity of application of Big Data technologies for the construction of BCD is grounded. Two relational models of clinical data are presented in a process form. The authorís experience of using one of the presented relational models is given. The perspective of the second relational model, based on a relational DBMS with data storage by columns, is noted. The results of the work will be useful to developers of health information systems.

Key words and phrases: data collection, clinical data bank, relational database, columns storage database, medical information system.

DOI: https://doi.org/10.25209/2079-3316-2018-9-4-219-237

Full text: PDF file (1957 kB)
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Document Type: Article
UDC: 61:007
MSC: 68P15; 68P20, 92C50
Received: 29.08.2018
Accepted: 28.11.2018

Citation: V. L. Malykh, A. E. Mikheev, S. V. Rudetskii, “Problem-oriented model of clinical data Bank”, Program Systems: Theory and Applications, 9:4 (2018), 219–237

Citation in format AMSBIB
\Bibitem{MalMikRud18}
\by V.~L.~Malykh, A.~E.~Mikheev, S.~V.~Rudetskii
\paper Problem-oriented model
of clinical data Bank
\jour Program Systems: Theory and Applications
\yr 2018
\vol 9
\issue 4
\pages 219--237
\mathnet{http://mi.mathnet.ru/ps308}
\crossref{https://doi.org/10.25209/2079-3316-2018-9-4-219-237}


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