Digital image processing (2nd ed.)
Digital image processing (2nd ed.)
Texture features based on texture spectrum
Pattern Recognition
Fuzzy measure of fuzzy events defined by fuzzy integrals
Fuzzy Sets and Systems
A general approach to criteria aggregation using fuzzy measures
International Journal of Man-Machine Studies
Fuzzy and Neuro-Fuzzy Systems in Medicine
Fuzzy and Neuro-Fuzzy Systems in Medicine
Neuro-fuzzy ellipsoid basis function multiple classifier for diagnosis of urinary tract infections
ICCMSE '03 Proceedings of the international conference on Computational methods in sciences and engineering
A Neural Network-Based Detection of Bleeding in Sequences of WCE Images
BIBE '05 Proceedings of the Fifth IEEE Symposium on Bioinformatics and Bioengineering
Intelligent classification of bacterial clinical isolates in vitro, using an array of gas sensors
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
Fuzzy Classifier Design
Identification of intestinal motility events of capsule endoscopy video analysis
ACIVS'05 Proceedings of the 7th international conference on Advanced Concepts for Intelligent Vision Systems
IEEE Transactions on Information Technology in Biomedicine
IEEE Transactions on Information Technology in Biomedicine
Data mining in soft computing framework: a survey
IEEE Transactions on Neural Networks
Orthogonal least squares learning algorithm for radial basis function networks
IEEE Transactions on Neural Networks
Functional equivalence between radial basis function networks and fuzzy inference systems
IEEE Transactions on Neural Networks
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Decision Support Systems have been utilised since 1960, providing physicians with fast and accurate means towards more accurate diagnoses, increased tolerance when handling missing or incomplete data. In this paper, an intelligent diagnostic system has been developed for the analysis of Wireless Capsule Endoscopic Images. Wireless Capsule Endoscopy WCE constitutes a recent technology in which a capsule with micro-camera attached to it, is swallowed by the patient. Two issues are being addressed, including the extraction of texture features from the texture spectra in the chromatic and achromatic domains from each colour component histogram of WCE images and the concept of a fusion of multiple classifiers. The implementation of an advanced neural network, based on a modified Expectation Maximisation scheme that incorporates a dynamic structure methodology has been also adopted in this paper. The high detection accuracy of the proposed system provides thus an indication that such intelligent schemes could be used as a supplementary diagnostic tool in WCE.