DocumentCode :
591299
Title :
Role of fibrillatory waves amplitude as predictors of immediate arrhythmia termination after Maze surgery of atrial fibrillation
Author :
Hernandez, A. ; Alcaraz, R. ; Hornero, F. ; Rieta, J.J.
Author_Institution :
Biomed. Synergy, Electron. Eng. Dept., Univ. Politec. de Valencia, Valencia, Spain
fYear :
2012
fDate :
9-12 Sept. 2012
Firstpage :
661
Lastpage :
664
Abstract :
Cox-Maze surgery is an effective procedure to terminate atrial fibrillation (AF) in patients requiring open-heart surgery associated to another heart disease. After the intervention, AF spontaneous reversion occurs immediately in some patients, but not in others. This work analyzes 23 twelve-lead preoperative ECGs from patients in AF to predict immediate termination of the arrythmia. To carry out the prediction, three indices have been studied: the dominant atrial frequency (DAF), the sample entropy (SampEn) and the fibrillatory waves average power (fWP). Results for the DAF yielded a Sensitivity (Se), Specificity (Sp) and Accuracy (Acc) of 78%, 71% and 74%, respectively. For SampEn 78%, 79% and 78%, respectively and for fWP were 89%, 71% and 78%, respectively. Finally, to improve the prognosis capability a classification tree combining the analyzed parameters was created yielding Se, Sp and Acc of 89%, 93% and 91%, respectively. As conclusion, the combination of fWP with DAF and SampEn has provided very auspicious results to predict whether AF would terminate immediately after the Cox-Maze surgery.
Keywords :
diseases; electrocardiography; entropy; medical signal processing; sensitivity; signal classification; signal sampling; surgery; Cox-Maze surgery; atrial fibrillation spontaneous reversion; classification tree; dominant atrial frequency; electrocardiography; fibrillatory waves amplitude; fibrillatory waves average power; heart disease; immediate arrhythmia termination; open-heart surgery; prognosis capability; sample entropy; sensitivity; twelve-lead preoperative ECG; Electrocardiography; Entropy; Heart; Maintenance engineering; Organizations; Standards organizations; Surgery;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computing in Cardiology (CinC), 2012
Conference_Location :
Krakow
ISSN :
2325-8861
Print_ISBN :
978-1-4673-2076-4
Type :
conf
Filename :
6420480
Link To Document :
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