DocumentCode :
1996580
Title :
Detection of first and second cardiac sounds based on time frequency analysis
Author :
Santos, M.A.R. ; Souza, M.N.
Author_Institution :
Biomed. Eng. Program, Fed. Univ. of Rio de Janeiro, Brazil
Volume :
2
fYear :
2001
fDate :
2001
Firstpage :
1915
Abstract :
Determining the exact timing o cardiac events, represented by the first (S1) and second (S2) sounds, from the PCG signals (phonocardiogram), represents a great challenge, specially in pathological cases. A system that allows this kind of detection could be used to synchronize several important biomedical devices and diagnosis techniques, such as intraaortic balloons and synchronous images of ultrasound, magnetic resonance and computerized tomography. This work presents a wavelet-based technique for S1 and S2 detection in PCG signals, that is able to perform a good detection in both normal and abnormal cases. It will be shown the criterion of choosing the most suitable wavelet from a set of classical ones, as well as the principles of the final detection method. The results in the analysis of 756 cardiac cycles, from 19 subjects, including normal and abnormal ones present an error ratio of 0.8%, point out to the efficiency of the proposed method.
Keywords :
acoustic signal processing; bioacoustics; cardiology; medical signal processing; time-frequency analysis; wavelet transforms; final detection method; first cardiac sounds; phonocardiogram; second cardiac sounds; time frequency analysis; wavelet-based technique; Biomedical engineering; Electrocardiography; Frequency synchronization; Heart; Pathology; Performance analysis; Signal analysis; Time frequency analysis; Timing; Wavelet transforms;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, 2001. Proceedings of the 23rd Annual International Conference of the IEEE
ISSN :
1094-687X
Print_ISBN :
0-7803-7211-5
Type :
conf
DOI :
10.1109/IEMBS.2001.1020600
Filename :
1020600
Link To Document :
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