DocumentCode :
2958955
Title :
Fuzzy logic based system for classification of atrial fibrillation cardiac arrhythmias
Author :
Messaoud, A. ; Messaoud, Ali ; Kachouri, Abdennaceur ; Sellami, Faïçal
Author_Institution :
Ecole Nat. d´´Ingenieurs de Sfax, Sfax
fYear :
2006
fDate :
10-13 Dec. 2006
Firstpage :
347
Lastpage :
350
Abstract :
Intelligent diagnosis systems represent nowadays important technical means in the medical field and particularly in cardiology. In such a field where uncertainty is always present, classical techniques of classification show a lack of efficiency thus leading to erroneous results. Fuzzy logic proved to be a suitable method for classification problems, particularly in cardiology. This paper aims to present a fuzzy-logic-based system for the classification of three types of atrial fibrillation arrhythmias. The obtained results have shown good performance of the designed classifier.
Keywords :
diseases; electrocardiography; fuzzy logic; medical signal processing; pattern classification; ECG; atrial fibrillation cardiac arrhythmias; fuzzy logic; intelligent diagnosis system; intelligent diagnosis systems; pattern classification; Atrial fibrillation; Cardiology; Clustering methods; Electrocardiography; Fuzzy logic; Fuzzy sets; Fuzzy systems; Medical diagnostic imaging; Statistics; Uncertainty;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Electronics, Circuits and Systems, 2006. ICECS '06. 13th IEEE International Conference on
Conference_Location :
Nice
Print_ISBN :
1-4244-0395-2
Electronic_ISBN :
1-4244-0395-2
Type :
conf
DOI :
10.1109/ICECS.2006.379796
Filename :
4263374
Link To Document :
بازگشت