Summary
In this paper the fuzzy rule-based system for nuclei classification is presented. Firstly, in order to receive proper partition of objects (nuclei) the definition of features which can be used for diagnosis of laryngeal pathology based on contact endoscopy images is described. After the feature selection the fuzzy clustering process is realized. It creates the set of training input-output data pairs which later are used for generation of fuzzy rules by means of the method called learning from examples.
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References
Andrea, M., Dias, O., Santos, A.: Contact endoscopy during microlaryngeal surgery: a new technique for endoscopic examination of the larynx. Ann Otol Rhinol Laryngol 104(5), 333–339 (1995)
Bezdek, J.C.: Pattern recognition with fuzzy objective function algorithms. Plenum Press, New York (1981)
Chi, Z., Yan, H.: Image segmentation using fuzzy rules derived from K–means clusters. Journal of Electronic Imaging 4(2), 199–206 (1995)
Gustaffson, W.C., Kessel, W.C.: Fuzzy clustering with a fuzzy covariance matrix, pp. 761–766. IEEE CDC, San Diego, California (1979)
Hoppner, F., Klawonn, F., Kruse, R., Runkler, T.: Fuzzy cluser analysis, methods for classification, data analysis and image recognition. John Wiley and Sons, Chichester (1999)
Jain, K.A., Dubes, R.C.: Algorithms for clustering data. Prentice Hall, New Jersey (1988)
Tarnawski, W., Kurzynski, M.: An improved diffusion driven watershed algorithm for image segmentation of cells. In: Proceedings of the XII International Conference Medical Informatics & Technologies (2007)
Wang, L., Mendel, J.M.: Generating fuzzy rules by learning from examples. In: Proceedings of the IEEE International Symposium on Intelligent Control, San Francisco, USA, pp. 38–43 (1991)
Wardrop, P.J., Sim, S., McLaren, K.: Contact endoscopy of the larynx: a quantitative study. J. Laryngol Otol. 114(6), 437–440 (2000)
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Tarnawski, W., Cichosz, J. (2008). Fuzzy Rule-Based System for the Diagnosis of Laryngeal Pathology Based on Contact Endoscopy Images. In: Pietka, E., Kawa, J. (eds) Information Technologies in Biomedicine. Advances in Soft Computing, vol 47. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-68168-7_24
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DOI: https://doi.org/10.1007/978-3-540-68168-7_24
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-68167-0
Online ISBN: 978-3-540-68168-7
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