Abstract
In the paper will be presented a new way of intelligent cognitive systems and pattern analysis using cognitive categorization. Such an understanding will be based on the linguistic and cognitive mechanisms of pattern recognition and classification. The goal is making computer analysis of the meaning for some selected classes of medical patterns. The approach presented will show the possibilities of automatic and intelligent disease detection and its classification based on cognitive resonance processes. Cognitive categorisation systems operate by executing a particular type of thought, cognitive and reasoning processes which take place in the human mind and which ultimately lead to making an in-depth description of the analysis and reasoning process.
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References
Bankman, I. (ed.): Handbook of Medical Imaging: Processing and Analysis. Academic Press, London (2002)
Davis, L.S. (ed.): Foundations of image understanding. Kluwer Academic Publishers, Norwell (2001)
Khan, M.G.: Heart Disease Diagnosis and Therapy. Williams & Wilkins, Baltimore (1996)
Leondes, C.T. (ed.): Image processing and pattern recognition. Academic Press, San Diego (1998)
Ogiela, L., Tadeusiewicz, R., Ogiela, M.R.: Cognitive Computing in Intelligent Medical Pattern Recognition Systems. Lecture Notes in Control and Information Sciences 344, 851–856 (2006)
Ogiela, M.R., Tadeusiewicz, R., Ogiela, L.: Image Languages in Intelligent Radiological Palm Diagnostics. Pattern Recognition 39, 2157–2165 (2006)
Tadeusiewicz, R., Ogiela, M.R.: Medical Image Understanding Technology. Springer, Heidelberg (2004)
Tadeusiewicz, R., Ogiela, L., Ogiela, M.R.: Cognitive Analysis Techniques in Business Planning and Decision Support Systems. In: Rutkowski, L., Tadeusiewicz, R., Zadeh, L.A., Żurada, J.M. (eds.) ICAISC 2006. LNCS (LNAI), vol. 4029, pp. 1027–1039. Springer, Heidelberg (2006)
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Ogiela, L. (2008). Cognitive Systems for Medical Pattern Understanding and Diagnosis. In: Lovrek, I., Howlett, R.J., Jain, L.C. (eds) Knowledge-Based Intelligent Information and Engineering Systems. KES 2008. Lecture Notes in Computer Science(), vol 5177. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-85563-7_51
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DOI: https://doi.org/10.1007/978-3-540-85563-7_51
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-85562-0
Online ISBN: 978-3-540-85563-7
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