• 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