METHODS OF COGNITIVE ANALYSIS IN MEDICAL INFORMATION SYSTEMS OF DSS-TYPE

Authors

  • Lidia Ogiela Akademia Górniczo-Hutnicza

DOI:

https://doi.org/10.7494/csci.2005.7.4.105

Keywords:

cognitive analysis, medical information systems, diagnostics of central nervous system lesions

Abstract

This paper demonstrates that AI methods, in particular linguistic mechanisms of semanticmeaning reasoning can be applied to the development of intelligent IT systems. They enablealso conducting an in-depth meaning analysis in the presented DDS information systems.This paper presents also IT mechanisms of object meaning description on selected examplesof spinal cord image analysis. The procedures for such semantic reasoning are based on themodel of cognitive resonance. They have been applied to the task of meaning interpretationof a selected type of central nervous system diagnostic images, as an intelligent analysismodule in IT systems. The application presented in this paper is of research character and itserves the preparation of efficient lesion detection methods applied to a dataset originatingfrom magnetic and resonance examinations of the spinal cord structures.

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Author Biography

Lidia Ogiela, Akademia Górniczo-Hutnicza

Wydział Zarządzania

References

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,

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

Ogiela L.: Ocena użyteczności metod analizy kognitywnej w wybranych systemach informacyjnych. Kraków AGH, 2005 (Rozprawa doktorska)

Ogiela M. R., Tadeusiewicz R., Ogiela L.: Inteligent Semantic Information Retrieval In Medical Pattern Cognitive Analysis. Computational Science and Its Applications — ICCSA, 2005, 3483, 852–857

Tadeusiewicz R., Ogiela M. R.: Medical Image Understanding Technology, Artificial Intelligence and Soft-Computing for Image Understanding. Berlin Heildelberg, Springer-Verlag, 2004

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Published

2013-06-13

How to Cite

Ogiela, L. (2013). METHODS OF COGNITIVE ANALYSIS IN MEDICAL INFORMATION SYSTEMS OF DSS-TYPE. Computer Science, 7(4), 105. https://doi.org/10.7494/csci.2005.7.4.105

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Section

Articles