On Differential Stroke Diagnosis by Neuro-fuzzy Structures

Authors:
Krzysztof Cpałka;Olga Rebrova;Tomasz Gałkowski;Leszek Rutkowski
Affiliations:
Department of Computer Engineering, Czestochowa University of Technology, Poland and Department of Artificial Intelligence, Academy of Humanities and Economics, Poland;Institute of Neurology, Russian Academy of Medical Sciences, Russia;Department of Computer Engineering, Czestochowa University of Technology, Poland;Department of Computer Engineering, Czestochowa University of Technology, Poland and Department of Artificial Intelligence, Academy of Humanities and Economics, Poland
Venue:
ICAISC '08 Proceedings of the 9th international conference on Artificial Intelligence and Soft Computing
Year:
2006

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Abstract

In this paper we develop a neuro-fuzzy system for stroke diagnosis. A novel concept of weights describing importance of antecedents and rules will be incorporated into construction of such systems. Simulation results based on 298 real stroke data will be presented.