Skip to main content
SpringerLink
Log in

Cognitive Analysis in Diagnostic DSS-Type IT Systems

  • Conference paper
Artificial Intelligence and Soft Computing – ICAISC 2006 (ICAISC 2006)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 4029))

Included in the following conference series:

Abstract

This paper demonstrates that AI methods – in particular, linguistic mechanisms of semantic meaning reasoning can be applied to the development of intelligent IT systems. They also facilitate an in-depth analysis of the meaning presented in DDS information systems.

This paper also presents the IT mechanisms of object meaning description on selected examples of spinal cord image analysis. The procedures for such semantic reasoning are based on the model of cognitive resonance. These have been applied to the task of interpreting the meaning of selected diagnostic images from the central nervous system as an intelligent analysis module in IT systems. The application presented in this paper is of a research character and it serves the preparation of efficient lesion detection methods applied to a dataset originating from magnetic and resonance examinations of the spinal cord structures.

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

Access this chapter

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 139.00
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Albus, J.S., Meystel, A.M.: Engineering of Mind - An Introduction to the Science of Intelligent Systems. A Wiley-Interscience Publication John Wiley & Sons Inc (2001)

    Google Scholar 

  2. Burgener, F.A., Meyers, S.P., Tan, R.K., Zaunbauer, W.: Differential Diagnosis in Magnetic Resonance Imaging, Georg Thieme Verlag (2002)

    Google Scholar 

  3. Ogiela, L.: Usefulness assessment of cognitive analysis methods in selected IT systems. Ph. D. Thesis. AGH Kraków (2005)

    Google Scholar 

  4. Ogiela, M.R., Tadeusiewicz, R., Ogiela, L.: Inteligent Semantic Information Retrieval In Medical Pattern Cognitive Analysis. In: Gervasi, O., Gavrilova, M.L., Kumar, V., Laganá, A., Lee, H.P., Mun, Y., Taniar, D., Tan, C.J.K. (eds.) ICCSA 2005. LNCS, vol. 3483, pp. 852–857. Springer, Heidelberg (2005)

    Chapter  Google Scholar 

  5. Tadeusiewicz, R., Ogiela, M.R.: Medical Image Understanding Technology. In: Artificial Intelligence and Soft-Computing for Image Understanding, Springer, Heidelberg (2004)

    Google Scholar 

Download references

Author information

Authors and Affiliations

  1. Faculty of Management, AGH University of Science and Technology, Al. Mickiewicza 30, PL 30-059, Kraków, Poland

    Lidia Ogiela

  2. Institute of Automatics, AGH University of Science and Technology, Poland

    Ryszard Tadeusiewicz & Marek R. Ogiela

Authors
  1. Lidia Ogiela
    View author publications

    You can also search for this author in PubMed Google Scholar

  2. Ryszard Tadeusiewicz
    View author publications

    You can also search for this author in PubMed Google Scholar

  3. Marek R. Ogiela
    View author publications

    You can also search for this author in PubMed Google Scholar

Editor information

Editors and Affiliations

  1. Department of Artificial Intelligence, Academy of Humanities and Economics, Poland

    Leszek Rutkowski

  2. Institute of Automatics, AGH University of Science and Technology, Al. Mickiewicza 30, PL-30-059, Kraków, Poland

    Ryszard Tadeusiewicz

  3. Department of Electrical Engineering and Computer Sciences, Berkeley Initiative in Soft Computing (BISC), University of California, 94720-1776, Berkeley, CA, USA

    Lotfi A. Zadeh

  4. Department of Electrical Engineering, University of Louisville, 40292, Louisville, KY, U.S.A

    Jacek M. Żurada

Rights and permissions

Reprints and permissions

Copyright information

© 2006 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Ogiela, L., Tadeusiewicz, R., Ogiela, M.R. (2006). Cognitive Analysis in Diagnostic DSS-Type IT Systems. In: Rutkowski, L., Tadeusiewicz, R., Zadeh, L.A., Żurada, J.M. (eds) Artificial Intelligence and Soft Computing – ICAISC 2006. ICAISC 2006. Lecture Notes in Computer Science(), vol 4029. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11785231_101

Download citation

  • DOI: https://doi.org/10.1007/11785231_101

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-35748-3

  • Online ISBN: 978-3-540-35750-6

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics

Search

Navigation