DocumentCode
472199
Title
A Procedure to Extract the Aortic and the Pulmonary Sounds from the Phonocardiogram
Author
Nigam, Vivek ; Priemer, Roland
Author_Institution
Dept. of Electr. & Comput. Eng., Illinois Univ., Chicago, IL
fYear
2006
fDate
Aug. 30 2006-Sept. 3 2006
Firstpage
5715
Lastpage
5718
Abstract
The time interval between the aortic (A2) and pulmonary (P2) components of the second heart sound (S2) is an indicator of the presence and severity of several cardiac abnormalities. However, in many cases identification of the A2 and P2 components is difficult due to their temporal overlap and significant spectral similarity. In this work, we present a method to extract the A2 and P2 components from the S2 sound, by assuming their mutual statistical independence. Once extracted, the A2 and P2 components are identified by using a physiological reference signal. Results obtained from real data are encouraging, and show promise for utilizing the proposed method in a clinical setting to non-invasively tract the A2-P2 time interval
Keywords
bioacoustics; bioelectric phenomena; blind source separation; cardiology; feature extraction; lung; medical signal processing; statistical analysis; aortic component extraction; aortic sounds; blind source separation; cardiac abnormalities; heart sound; phonocardiogram; physiological signal; pulmonary component extraction; pulmonary sounds; spectral similarity; statistical independence; temporal overlap; Acoustical engineering; Arteries; Blood; Cities and towns; Data mining; Frequency estimation; Heart valves; Humans; Hypertension; USA Councils;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, 2006. EMBS '06. 28th Annual International Conference of the IEEE
Conference_Location
New York, NY
ISSN
1557-170X
Print_ISBN
1-4244-0032-5
Electronic_ISBN
1557-170X
Type
conf
DOI
10.1109/IEMBS.2006.259535
Filename
4463104
Link To Document