• DocumentCode
    2219576
  • Title

    Quantifying organization during atrial fibrillation based on order statistics correlation coefficient

  • Author

    Xu, Weichao ; Chang, Chunqi ; Hung, Y.S. ; Fung, Peter Chin Wan

  • Author_Institution
    Dept. of Electr. & Electron. Eng., Hong Kong Univ., Kowloon
  • fYear
    2008
  • fDate
    30-31 May 2008
  • Firstpage
    366
  • Lastpage
    369
  • Abstract
    Atrial fibrillation (AF) is a type of abnormal heart rhythm exhibiting rapid and irregular patterns. Quantifying the extent of organization (regularity) is of great clinical importance for assessing the effectiveness of antiarrhythmic drugs as well as AF detection. In this paper we propose an organization index (OIX) that quantifies AF organization based on the order statistics correlation coefficient (OSCC) previously developed by the present authors. For comparison, we also construct another similar index (OIP ) based on the classical Pearsonpsilas product-moment correlation coefficient (PPMCC). Statistical evidences suggest that (a) OIX is capable of distinguishing fibrillatory rhythms (AF) from nonfibrillatory rhythms, such as Atrial flutter (AFL); (b) OIX can reflect the effectiveness of adenosine, a drug commonly used during electrophysiological procedures; and (c) OIX performs better than OIP .
  • Keywords
    bioelectric potentials; electrocardiography; medical signal processing; Pearson product-moment correlation coefficient; abnormal heart rhythm; adenosine; antiarrhythmic drugs; atrial fibrillation; atrial flutter; electrophysiology; order statistics correlation coefficient; organization index; Atrial fibrillation; Biomedical engineering; Databases; Drug delivery; Heart; Information technology; Length measurement; Rhythm; Static VAr compensators; Statistics; Atrial fibrillation; Frobenius norm; Pearson’s product-moment correlation coefficient; Three-way ROC; Volume under surface; atrial flutter; order statistics correlation coefficient; organization index;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Technology and Applications in Biomedicine, 2008. ITAB 2008. International Conference on
  • Conference_Location
    Shenzhen
  • Print_ISBN
    978-1-4244-2254-8
  • Electronic_ISBN
    978-1-4244-2255-5
  • Type

    conf

  • DOI
    10.1109/ITAB.2008.4570648
  • Filename
    4570648