DocumentCode :
2724129
Title :
Automated extraction of aortic and pulmonary components of the second heart sound for the estimation of pulmonary artery pressure
Author :
Popov, B. ; Sierra, G. ; Durand, L.-G. ; Xu, J. ; Pibarot, P. ; Agarwal, R. ; Lanzo, V.
Author_Institution :
Andromed Inc., Quebec City, Que., Canada
Volume :
1
fYear :
2004
fDate :
1-5 Sept. 2004
Firstpage :
921
Lastpage :
924
Abstract :
The second heart sound, S2, is generally believed to be comprised of aortic (A2) and pulmonary (P2) components. Previously, the normalized splitting interval (NSI) between the A2 and P2 components has been shown to be proportional to the pulmonary artery pressure (PAP). A set of fully automated algorithms based on adaptive modeling of A2/P2 components using chirplets were developed to provide real-time estimates of PAP. The method was tested on 16 pigs which were administered drugs to induce pulmonary hypertension. Simultaneous reference pressure measurements were obtained with a pulmonary artery catheter (PAC). Estimation of PAP in pigs using the new techniques resulted in a correlation coefficient (r) of 0.84 and standard error (SEE) of 9.2 mm Hg. This is in line with echocardiography studies, which have a performance ranging from r=0.69-0.91 and SEE from 5 to 12 mm Hg when compared to PAC measurements. It is also consistent with previous results based on a manual estimation of PAP derived through image processing methods. Based on these findings, this method has the potential to offer continuous noninvasive monitoring of PAP.
Keywords :
blood pressure measurement; blood vessels; cardiovascular system; catheters; correlation methods; echocardiography; medical image processing; 5 mmHg to 12 mmHg; 9.2 mmHg; adaptive modeling; aortic component; automated algorithm; automated extraction; chirplets; correlation coefficient; echocardiography; image processing method; normalized splitting interval; phonocardiography; pulmonary artery catheter; pulmonary artery pressure estimation; pulmonary component; pulmonary hypertension; second heart sound; standard error; Arteries; Catheters; Chirp; Drugs; Heart; Hypertension; Measurement standards; Mercury (metals); Pressure measurement; Testing; chirplets; heart sounds; phonocardiography; pulmonary hypertension;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, 2004. IEMBS '04. 26th Annual International Conference of the IEEE
Conference_Location :
San Francisco, CA
Print_ISBN :
0-7803-8439-3
Type :
conf
DOI :
10.1109/IEMBS.2004.1403310
Filename :
1403310
Link To Document :
بازگشت