Title :
Epicardial atrial activation assessment from the surface ECG in atrial fibrillation
Author :
Rieta, Jj ; Hornero, F. ; Sánchez, C. ; Vayá, C. ; Moratal, D.
Author_Institution :
Bioeng., Electron. & Telemedicine, Valencia Univ. of Technol.
Abstract :
Atrial fibrillation (AF) is one of the most common complication of cardiothoracic surgery affecting from 30% up to 60% of the patients. In this study 15 patients undergoing cardiac surgery, that developed postoperative atrial fibrillation, were selected to assess if the information available in epicardial recordings can be recovered with the only use of body surface recordings. Surface ECGs were processed by independent component analysis (ICA) to extract a unified surface atrial activity (AA) that takes into account the atrial contribution of each lead. Next, the estimated AA has been compared with epicardial recordings, the spectral cross-correlation being 85.34plusmn11.08% (range 60.57-97.31) and the average spectral coherence 70.10plusmn9.46% (range 54.92-83.95). Therefore, this study has assessed that information provided by the surface ICA-estimated AA is a valid and useful tool to analyze the properties of atrial activation patterns in AF patients, thus allowing to improve the information about atrial arrhythmias in those patients where epicardial recordings are unavailable
Keywords :
correlation methods; diseases; electrocardiography; feature extraction; independent component analysis; medical signal processing; muscle; surgery; ICA; atrial activity extraction; atrial arrhythmia; atrial fibrillation; body surface recording; cardiothoracic surgery; epicardial atrial activation assessment; epicardial recording; independent component analysis; spectral coherence; spectral cross-correlation; surface ECG; Atrial fibrillation; Biomedical engineering; Cardiology; Electrocardiography; Electrodes; Hospitals; Independent component analysis; Surgery; Technological innovation; Telemedicine;
Conference_Titel :
Computers in Cardiology, 2005
Conference_Location :
Lyon
Print_ISBN :
0-7803-9337-6
DOI :
10.1109/CIC.2005.1588263