DocumentCode :
674682
Title :
Drug effect evaluation during permanent atrial fibrillation using an AV-node model
Author :
Sandberg, Frida ; Corino, Valentina D. A. ; Ulimoen, Sara R. ; Enger, Steve ; Tveit, Arnljot ; Mainardi, L.T. ; Platonov, Pyotr ; Sornmo, Leif
Author_Institution :
Dept. of Electr. & Inf. Technol., Lund Univ., Lund, Sweden
fYear :
2013
fDate :
22-25 Sept. 2013
Firstpage :
1243
Lastpage :
1246
Abstract :
The purpose of the present study is to evaluate the effect of rate control drugs on the AV node characteristics during atrial fibrillation (AF) using a model-based approach. A statistical model of the AV nodal function is employed, defined by parameters which characterize the arrival rate of atrial impulses, the refractoriness of the fast and the slow AV-nodal pathway and the probability of atrial impulse to pass through either of the two pathways. The RATAF (RATe control in Atrial Fibrillation) study database consists of recordings from 60 patients with permanent AF at baseline and on treatment with metoprolol, verapamil, diltiazem and carvedilol, respectively. The resulting model parameter estimates indicate that the refractory period of the slow pathway as well as that of the fast pathway increased significantly during treatment with all four drugs. The results suggest that the proposed AV-node model can be used for non-invasive evaluation of the effect of rate control drugs.
Keywords :
bioelectric phenomena; cardiology; drugs; medical disorders; organic compounds; parameter estimation; patient treatment; statistical analysis; AV nodal function; AV-nodal pathway; AV-node model; atrial impulses; atrioventricular node; carvedilol; diltiazem; metoprolol; model parameter estimation; model-based approach; permanent atrial fibrillation; rate control drug effect; refractory period; statistical model; verapamil; Analytical models; Databases; Drugs; Educational institutions; Electrocardiography; Hidden Markov models; Noise;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computing in Cardiology Conference (CinC), 2013
Conference_Location :
Zaragoza
ISSN :
2325-8861
Print_ISBN :
978-1-4799-0884-4
Type :
conf
Filename :
6713609
Link To Document :
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