Skip to main content
SpringerLink
Log in
Book cover

International Work-Conference on Bioinformatics and Biomedical Engineering

IWBBIO 2019: Bioinformatics and Biomedical Engineering pp 433–444Cite as

Visualization and Cognitive Graphics in Medical Scientific Research

  • Conference paper
  • First Online:

  • 1136 Accesses

Part of the book series: Lecture Notes in Computer Science ((LNBI,volume 11466))

Abstract

The aim of the research is to apply methods of structural analysis of multidimensional data using different approaches to visualizing the results of experimental studies. To solve applied problems, the authors used NovoSparkVisualizer (demo) system, as well as the R scripting language. The leading approach to the study of this problem is the mapping of multidimensional experimental data in the form of generalized graphic images on the basis of original methods and approaches developed by the authors. The paper presents the results of solving two applied problems illustrating the effectiveness of the method for visualization of multidimensional experimental data:

  1. (1)

    analysis of the dynamics of the physiological state of pregnant women;

  2. (2)

    study of breathing parameters in patients with bronchial asthma.

In the first case, the use of cognitive graphics tools made it possible to propose an effective way of displaying the dynamics of the state of the bio-object (for example, comparing the patient’s condition before and after treatment). In the second case, it helped to reveal some previously unknown patterns of physiological response of the bronchial-pulmonary system to psycho-physiological exposure. The results of the research allow the authors to state that the methods and approaches presented in the paper can be regarded as promising directions in the analysis and presentation of multidimensional experimental data.

This is a preview of subscription content, log in via an institution.

Chapter
USD   29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD   69.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD   89.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Learn about institutional subscriptions

References

  1. Paklin, N.B., Oreshkov, V.I.: Vizualizatsiya dannykh [Visualization of data]. In: Business Analytics. From data to Knowledge, 2nd edn, Peter, St. Petersburg, pp. 173–210 (2013)

    Google Scholar 

  2. Friendly, M.: Milestones in the history of thematic cartography, statistical graphics, and data visualization, 24 August 2009. Accessed 21 July 2017. http://www.math.yorku.ca/SCS/Gallery/milestone/milestone.pdf

  3. Krum, R.: Cool Infographics: Effective Communication with Data Visualization and Design, 348 p. Wiley, Indianapolis (2014)

    Google Scholar 

  4. Iliinsky, N., Steele, J.: Designing Data Visualizations. O’Reilly, Sebastopol (2011)

    Google Scholar 

  5. Tukey, J.W.: Exploratory Data Analysis, p. 688. Pearson, Reading (1977)

    MATH  Google Scholar 

  6. Bertin, J., Barbut, M.C.: Sémiologie Graphique. Les diagrammes, les réseaux, les cartes, 431 p. Gauthier-Villars, Paris (1967)

    Google Scholar 

  7. Zenkin, A.A., Pospelov, D.A.: Kognitivnaja kompjuternaja grafika. [Cognitive computer graphics], 192 s. Nauka, Moscow (1991)

    Google Scholar 

  8. Pospelov, D.A.: Desyat «goryachikh tochek» v issledovaniyakh po iskusstvennomu intellektu. [Ten “hot spots” in research on artificial intelligence]. Intellect. Syst. (MSU). 1(1–4), 47–56 (1996)

    Google Scholar 

  9. Axelrod, R., Hamilton, W.D.: The evolution of cooperation. Science 211(4489), 1390–1396 (1981)

    Article  MathSciNet  Google Scholar 

  10. Axelrod, R.: Schema theory: an information processing model of perception and cognition. Am. Polit. Sci. Rev. 67(04), 1248–1266 (1973)

    Article  Google Scholar 

  11. Axelrod, R. (ed.): Structure of Decision: The Cognitive Maps of Political Elites. Princeton University Press, Princeton (2015)

    Google Scholar 

  12. Massel, L.V., Massel, A.G., Ivanov, R.A.: Kognitivnaya grafika I semanticheskoye modelirovaniye dlya geoprostranstvennykh resheniy v energetike. [Cognitive graphics and semantic modeling for geospatial solutions in the energy sector]. In: Materials of the International Conference InterCarto/InterGIS 2015, vol. 1, no. 21, pp. 496–503 (2015). https://doi.org/10.24057/2414-9179-2015-1-21-496-503

    Article  Google Scholar 

  13. Berestneva, O.G., Osadchaya, I.A., Nemerov, E.V.: Metody issledovaniya struktury meditsinskikh dannykh. [Methods for studying the structure of medical data]. Bull. Siberian Sci. 1(2), 333–338 (2012)

    Google Scholar 

  14. Berestneva, O.G., Muratova, E.A., Urazaev, A.M.: Kompyuternyy analiz dannykh. [Computer data analysis], 204 p. Publishing House TPU, Tomsk (2003)

    Google Scholar 

  15. Duke, V., Emanuel, V.: Informatsionnyye tekhnologii v mediko-biologicheskikh issledovaniyakh. [Information technologies in biomedical research], 528 p. Peter, St. Petersburg (2003)

    Google Scholar 

  16. Sharopin, K.A., Berestneva, O.G., Shkatova, G.I.: Vizualizatsiya rezultatov eksperimentalnykh issledovaniy. [Visualization of the results of experimental research]. Izvestiya Tomsk Polytech. Univ. 316(5), 172–176 (2010)

    Google Scholar 

  17. Berestneva, O.G., Pekker, Y.S.: Simulation and evaluation of biological systems, adaptive capabilities. In: Mechanical Engineering, Automation and Control Systems, 16–18 October 2014, Tomsk. TPU Publishing House, Tomsk (2014)

    Google Scholar 

  18. Volovodenko, V.A., Berestneva, O.G., Sharopin, K.A.: The Visual Conception of Quantitative Characteristics of Biosystems. Fundamental medicine: from scalpel towards genome, proteome and lipidome. In: Proceedings of the 1st International Conference, 25–29 April 2011, Kazan (2011)

    Google Scholar 

  19. Volovodenko, V.A., Eidzon, D.V.: Vizualizatsiya I analiz mnogomernykh dannykh s ispolzovaniyem paketa «NovoSparkVisualizer». [Visualization and analysis of multidimensional data using the “NovoSparkVisualizer” package] (2008). Accessed 25 Nov 2011. www.novospark.com, http://www.tsu.ru/storage/iro/k020410/s4/s4.doc

  20. Berestneva, O.G., Volovodenko, V.A., Gerget, O.M., Sharopin, K.A., Osadchaya, I.A.: Multidimensional medical data visualization methods based on generalized graphic images. World Appl. Sci. J. 24, 18–23 (2013)

    Google Scholar 

  21. Gerget, O.M., Marukhina, O.V., Cherkashina, Y.A.: System for visualizing and analyzing multivariate data from medico-social research. In: Key Engineering Materials, vol. 685, pp. 957–961 (2016)

    Article  Google Scholar 

  22. Ovcharenko, S.I.: Bronkhialnaya astma: diagnostika I lecheniye. [Bronchial asthma: diagnosis and treatment]. RMJ. 10(17), 766–767 (2002)

    Google Scholar 

  23. Nemerov, E.V., Kazakov, G.G.: K voprosu izucheniya lichnostnykh svoystv v psikhofiziologicheskoy reaktivnosti bolnykh bronkhialnoy astmoy na audiovizualnuyu stimulyatsiyu. [On the study of personal properties in the psychophysiological reactivity of patients with bronchial asthma on audiovisual stimulation]. Bull. Tomsk State Pedagogical Univ. 6(108), 134–137 (2011)

    Google Scholar 

Download references

Funding

The study was carried out with the partial financial support of the Russian Foundation for Basic Research (RFBR) within scientific projects No. 18-07-00543, 18-37-00344.

Author information

Authors and Affiliations

  1. Tomsk Polytechnic University, Lenina Avenue 30, 634050, Tomsk, Russia

    Olga G. Berestneva, Olga V. Marukhina, Sergey V. Romanchukov & Elena V. Berestneva

  2. Tomsk State University, Lenina Avenue 36, 634050, Tomsk, Russia

    Olga G. Berestneva & Olga V. Marukhina

Authors
  1. Olga G. Berestneva
    View author publications

    You can also search for this author in PubMed Google Scholar

  2. Olga V. Marukhina
    View author publications

    You can also search for this author in PubMed Google Scholar

  3. Sergey V. Romanchukov
    View author publications

    You can also search for this author in PubMed Google Scholar

  4. Elena V. Berestneva
    View author publications

    You can also search for this author in PubMed Google Scholar

Corresponding author

Correspondence to Olga V. Marukhina .

Editor information

Editors and Affiliations

  1. Department of Computer Architecture and Computer Technology Higher Technical School of Information Technology and Telecommunications Engineering, CITIC-UGR, Granada, Spain

    Ignacio Rojas

  2. ETSIIT, University of Granada, Granada, Spain

    Olga Valenzuela

  3. CITIC-UGR, University of Granada, Granada, Spain

    Fernando Rojas

  4. Fundacion Progreso y Salud, Granada, Spain

    Francisco Ortuño

Rights and permissions

Reprints and permissions

Copyright information

© 2019 Springer Nature Switzerland AG

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Berestneva, O.G., Marukhina, O.V., Romanchukov, S.V., Berestneva, E.V. (2019). Visualization and Cognitive Graphics in Medical Scientific Research. In: Rojas, I., Valenzuela, O., Rojas, F., Ortuño, F. (eds) Bioinformatics and Biomedical Engineering. IWBBIO 2019. Lecture Notes in Computer Science(), vol 11466. Springer, Cham. https://doi.org/10.1007/978-3-030-17935-9_39

Download citation

  • DOI: https://doi.org/10.1007/978-3-030-17935-9_39

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-030-17934-2

  • Online ISBN: 978-3-030-17935-9

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics

Search

Navigation