Qualitative and quantitative evaluation of heart sound reduction from lung sound recordings

IEEE Transactions on Biomedical Engineering

Volumn 52, Issue 10, 2005, Pages 1788-1792

  Gnitecki, January ^a   Hossain, Irina ^b   Pasterkamp, Hans ^a   Moussavi, Zahra ^a  

^a UNIVERSITY OF MANITOBA   (Canada)

^b Wayne State University   (United States)

Author keywords

Adaptive noise cancellation; Heart sounds; Lung sounds; Recursive least squares; Wavelet denoising

Indexed keywords

ACOUSTIC WAVES; CHEMICAL ANALYSIS; SOUND RECORDING; WAVELET TRANSFORMS;

ADAPTIVE NOISE CANCELLATIONS; HEART SOUNDS; LUNG SOUNDS; RECURSIVE LEAST SQUARES; WAVELET DENOISING;

NOISE ABATEMENT;

ADOLESCENT; ADULT; ARTICLE; BREATHING MECHANICS; CLINICAL ARTICLE; CONTROLLED STUDY; FEMALE; HEART SOUND; HUMAN; LUNG AUSCULTATION; MALE; NOISE; NORMAL HUMAN; QUALITATIVE ANALYSIS; QUANTITATIVE ANALYSIS; SCHOOL CHILD; WAVEFORM;

ADOLESCENT; ADULT; ALGORITHMS; AUSCULTATION; CHILD; DIAGNOSIS, COMPUTER-ASSISTED; HEART AUSCULTATION; HUMANS; LUNG; MALE; REPRODUCIBILITY OF RESULTS; RESPIRATORY FUNCTION TESTS; RESPIRATORY SOUNDS; SENSITIVITY AND SPECIFICITY; SIGNAL PROCESSING, COMPUTER-ASSISTED; SOUND SPECTROGRAPHY;

EID: 26444450979     PISSN: 00189294     EISSN: None     Source Type: Journal    
DOI: 10.1109/TBME.2005.855706     Document Type: Article

References (18)

1. H. Pasterkamp, S. S. Kraman, and G. R. Wodicka, "Respiratory sounds: Advances beyond the stethoscope," Am. J. Respir. Crit. Care Med., vol. 156, no. 3.1, pp. 974-87, 1997.
2. S. Charleston and M. R. Azimi-Sadjadi, "Reduced order Kalman filtering for the enhancement of respiratory sounds," IEEE Trans. Biomed. Eng., vol. 43, no. 4, pp. 421-424, Apr. 1996.
3. Y.-S. Lu, W.-H. Liu, and G.-X. Qin, "Removal of the heart sound noise from the breath sound," in Proc. 10th Ann. Int. Conf. IEEE Engineering in Medicine Biology Society, EMBC'88, pp. 175-176.
4. K. Iyer, P. A. Ramamoorthy, H. Fan, and Y. Ploysongsang, "Reduction of heart sounds from lung sounds by adaptive filtering," IEEE Trans. Biomed. Eng., vol. BME-33, no. 12, pp. 1141-1148, Dec. 1986.
5. L. Yip and Y. T. Zhang, "Reduction of heart sounds from lung sound recordings by automated gain control and adaptive filtering techniques," in Proc. 23rd Ann. Int. Conf. IEEE Engineering in Medicine Biology Society, EMBC'01, Istanbul, Turkey, pp. 2154-2156.
6. M. Kompis and E. Russi, "Adaptive heart-noise reduction of lung sounds recorded by a single microphone," in Proc. 14th Ann. Int. Conf. IEEE Engineering in Medicine and Biology Society, EMBC'92, pp. 691-692.
7. L. J. Hadjileontiadis and S. M. Panas, "Adaptive reduction of heart sounds from lung sounds using fourth-order statistics," IEEE Trans. Biomed. Eng., vol. 44, pp. 642-648, Jul. 1997.
8. -, "A wavelet-based reduction of heart sound noise from lung sounds," Int. J. Med. Inf., vol. 52, no. 1-3, pp. 183-190, Oct.-Dec. 1998.
9. S. Charleston, M. R. Azimi-Sadjadi, and R. Gonzalez-Camarena, "Interference cancellation in respiratory sounds via a multiresolution joint time-delay and signal-estimation scheme," IEEE Trans. Biomed. Eng., vol. 44, pp. 1006-1019, Oct. 1997.
10. L. T. Hall, J. L. Maple, J. Agzarian, and D. Abbott, "Sensor system for heart sound biomonitor," Microel. J., vol. 31, pp. 583-592, 2000.
11. H. Pasterkamp, R. Fenton, A. Tal, and V. Chernick, "Interference of cardiovascular sounds with phonopneumography in children," Am. Rev. Respir. Dis., vol. 131, no. 1, pp. 61-64, Jan. 1985.
12. J. G. Webster, Medical Instrumentation: Application and Design. New York: Wiley, 1998, ch. 7.
13. S. Haykin, Adaptive Filter Theory. Upper Saddle River, NJ: Prentice-Hall, 2002, ch. 1, 8, and 9.
14. Z. Moussavi et al., "Screening of vibroarthrographic signals via adaptive segmentation and linear prediation modeling," IEEE Trans. Biomed. Eng., vol. 43, pp. 15-23, Jan. 1996.
15. L. J. Hadjileontiadis and S. M. Panas, "Separation of discontinuous adventitious sound from vesicular sounds using a wavelet-based filter," IEEE Trans. Biomed. Eng., vol. 44, no. 12, pp. 1269-1281, Dec. 1997.
16. I. Daubechies, "Orthonormal bases of compactly supported wavelets," Commun. Pure. Appl. Math., vol. 41, pp. 909-996, 1988.
17. R. R. Coifman and M. V. Wickerhauser, "Adapted waveform 'de-noising' for medical signals and images," IEEE Eng. Med. Biol. Mag., vol. 14, no. 5, pp. 578-586, Sep./Oct. 1995.
18. Y. Ploysongsang, V. K. Iyer, and P. A. Ramamoorthy, "Inspiratory and expiratory vesicular breath sounds," Respiration, vol. 57, no. 5, pp. 313-317, May 1990.