DocumentCode
706097
Title
Near real time noise detection during heart sound acquisition
Author
Kumar, D. ; Carvalho, P. ; Antunes, M. ; Henriques, J. ; Schmidt, R. ; Habetha, J.
Author_Institution
Centre of Inf. Syst., Univ. of Coimbra, Coimbra, Portugal
fYear
2007
fDate
3-7 Sept. 2007
Firstpage
1387
Lastpage
1391
Abstract
Heart sound is a valuable biosignal for early detection of a large set of cardiac diseases. Ambient and physiological noise interference is one of the most usual and high probable incidents during heart sound acquisition. It tends to change the prominent and crucial characteristics of heart sound which may possess important information for heart disease diagnosis. In this paper, we propose a new method to detect ambient and internal body noises combined with heart sound. The algorithm is based upon the periodic nature of heart sounds and physiologically inspired criteria. A small segment of clean heart sound exhibiting periodicity in time as well as in the frequency domain is first detected and applied as a reference signal in sorting noise from the sound. The achieved average sensitivity and specificity are 94% and 97%, respectively.
Keywords
acoustic noise; acoustic signal processing; cardiology; medical signal detection; medical signal processing; ambient body noise detection; ambient noise interference; cardiac disease early detection; heart disease diagnosis; heart sound acquisition; heart sound frequency domain periodicity; heart sound temporal periodicity; internal body noise detection; near real time noise detection; periodic heart sounds; physiological noise interference; physiologically inspired criteria; Correlation; Feature extraction; Frequency-domain analysis; Heart; Noise; Signal processing algorithms; Valves;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing Conference, 2007 15th European
Conference_Location
Poznan
Print_ISBN
978-839-2134-04-6
Type
conf
Filename
7099033
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