HHT based lung sound crackle detection and classification

Proceedings of 2005 International Symposium on Intelligent Signal Processing and Communication Systems, ISPACS 2005

Volumn 2005, Issue , 2005, Pages 385-388

  Li, Zhenzhen ^a   Du, Minghui ^a  

^a SOUTH CHINA UNIVERSITY OF TECHNOLOGY   (China)

Author keywords

Detection and classification; Hilbert Huang transform; Lung sound crackles

Indexed keywords

BIOLOGICAL ORGANS; CLASSIFICATION (OF INFORMATION); FREQUENCY DOMAIN ANALYSIS; MATHEMATICAL TRANSFORMATIONS; PATTERN RECOGNITION; WAVEFORM ANALYSIS;

HILBERT HUANG TRANSFORMS (HHT); LUNG SOUND CRACKLES; PATTERNS OF CRACKLES; TIME FREQUENCY DISTRIBUTION;

ACOUSTIC SIGNAL PROCESSING;

EID: 33847214956     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (12)

1. N. Gavrily, D. W. Cugell, Breath Sounds Methodology, CRC Press, Inc. 1995.
2. Murphy RLH, Hofford SK. Knowler W. C. "Visual Lung Sound Characterization by Time-expanded Waveform Analysis," New Eng. J. Med, pp. 296-968,1978.
3. Hoevers J, Loudon RG. "Measuring Crackles," Chest, vol. 98(5), pp.1240,1990.
4. Ono M, Arakawa K, Mori M et al, "Separation of Fine Crackles for Vesicular Sounds by A Nonlinear Digital Filter," IEEE Trans. Biomed. Eng, BME-36, pp. 286-291,1989.
5. Kalayci, T.; Celebi, G.; Ozturk, Y.; Ozhan, M.; "Automatic Detection And Classification Of Crackles By Using A Neural Network," Proc. IEEE Annual International Conf. of EMBS, Volume 6, pp. 2580-2581, October29-November 1, 1992.
6. Du, M.; Chan, F.H.Y.; Lam, F.K.; Sun, J.; "Crackle Detection and Classification Based on Matched Wavelet Analysis," Proc. IEEE the 19th Annual International Conf. of EMBS, Volume 4, pp. 1638-1641, Oct.-2 Nov. 1997.
7. Du, M.; Lam, F.K.; Chan, F.H.Y.; Sun, J.; "Multi-resolution Decomposition Applied to Crackle Detection," IEEE International Conf. on 'Computational Cybernetics and Simulation', Systems, Man, and Cybernetics, Volume 5,pp. 4223-4226, 12-15 Oct. 1997.
8. Kahya, Y.P.; Yilmaz, C.A., "Modeling of Respiratory Crackles," Proc. IEEE the 22nd Annual International Conf. of EMBS, Volume 1, pp. 632-634, 23-28 July 2000.
9. Yavuz Buruk, M.; Kahya, Y.P.; Sankur, B.; "Clustering Analysis of Respiratory Crackles," Biomedical Engineering Days, Proc. the 1998 2nd International Conf, pp. 137-138, 20-22 May 1998.
10. Huang, et & al.,:The Empirical Mode Decomposition And The Hilbert Spectrum for Nonlinear And Non-stationary Time Series Analysis,. Proc. Roy. S. Lond, pp. 454, 903-995. 1998.
11. Huang, N. E. "A New View of Nonlinear Waves,". Annual Review of Fluid Mechanics 3 1, pp. 417-457, 1999.
12. Yasemin P. Kahya, Serkan Yerer, Omer Cerid "A Wavelet-based Instrument for Detection of Crackles In Pulmonary Sounds," Proc. the 23rd Annual International Conf of EMBS., Istanbul, Turkey pp. 3175-3178, October 25-28, 2001.