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
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