DocumentCode :
3592514
Title :
A mathematical model of the atrioventricular node during atrial fibrillation
Author :
Corino, V.D.A. ; Sandberg, F. ; Mainardi, L.T. ; S?¶rnmo, L.
Author_Institution :
Dept. of Bioeng., Politec. di Milano, Milan, Italy
fYear :
2010
Firstpage :
117
Lastpage :
120
Abstract :
The atrioventricular (AV) node plays a crucial role during atrial fibrillation (AF). The aim of this study is to present an AV node model which can be fitted to short-term ECG recordings in order to infer certain AV node characteristics. The proposed model is characterized by: i) the arrival rate of atrial impulses; ii) two different refractory periods, corresponding to dual AV nodal paths; iii) the probability of an atrial impulse choosing either of these pathways; iv) a parameter modeling prolongation of the refractory period due to different physiological reasons. The model was tested on atrial fibrillatory ECGs recorded from 33 patients; the average normalized absolute error between the normalized RR histogram and the estimated model probability density function was 0.0023 ± 0.0016, (20-ms bin size, 0-2 s interval). These preliminary results are encouraging as AV nodal properties can be noninvasively assessed by a set of statistical parameters with a simple electrophysiological interpretation.
Keywords :
electrocardiography; medical signal processing; physiological models; statistical analysis; AV node characteristics; atrial fibrillation; atrial impulses; atrioventricular node; electrophysiological interpretation; physiological reasons; refractory period; refractory periods; short-term ECG recordings; statistical parameters; Biological system modeling; Computational modeling; Data models; Electrocardiography; Frequency estimation; Hidden Markov models; Histograms;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computing in Cardiology, 2010
ISSN :
0276-6547
Print_ISBN :
978-1-4244-7318-2
Type :
conf
Filename :
5737923
Link To Document :
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