Classification of homomorphic segmented phonocardiogram signals using grow and learn network

Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings

Volumn 7 VOLS, Issue , 2005, Pages 4251-4254

  Gupta, Cota Navin ^a   Palaniappan, Ramaswamy ^b   Swaminathan, Sundaram ^a  

^a NANYANG TECHNOLOGICAL UNIVERSITY   (Singapore)

^b UNIVERSITY OF ESSEX   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

ACOUSTIC WAVE PROPAGATION; ALGORITHMS; IMAGE SEGMENTATION; NEURAL NETWORKS; WAVELET TRANSFORMS;

HEART SOUNDS; HOMOMORPHIC FILTERING; LOGARITHMIC TRANSFORMATION; PHONOCARDIOGRAM SIGNALS;

BIOELECTRIC PHENOMENA;

EID: 33846910022     PISSN: 05891019     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/iembs.2005.1615403     Document Type: Conference Paper

References (12)

1. E.Vollenhoven, and J.Chin, "Phonocardiography: Past, Present and Future," Acta Cardiologica, vol. 48, no.4, pp. 337-344, 1993.
2. L.G.Durand, and P.Pibarot, "Digital Signal processing of Phonocardiogram: Review of the Most Recent Advancements," Critical Reviews in Biomedical Engineering, vol. 22, no.3/4, pp.163-219, 1995.
3. R.J.Lehner, and R.M.Rangayyan, "A Three Channel Microcomputer System for Segmentation and Characterization of the Phonocardiogram," IEEE Transactions on Biomedical Engineering, vol.34, pp.485-489, June 1987.
4. T.S.Leung, P.R.White, W.B.Collis, A.P.Salmon, and E.Brown, "Time Frequency Methods for Analyzing Pediatric Heart Murmurs," Applied Signal Processing, vol.4, no.3, pp.154-167, 1997.
5. th International IEEE EMBS Conference, vol.4, pp.1630-1633, November 1997.
6. X.Jingping, L.G.Durand, and P.Pibarot," Nonlinear Transient Chirp Signal Modeling of the Aortic and Pulmonary Components of the Second Heart Sound," IEEE Transactions on Biomedical Engineering, vol.47, no.7, pp.1328-1335, July 2000.
7. J.R.Deller, J.G.Proakis, and J.L.Hansen, Discrete Time Processing of Speech Signals, Prentice Hall, 1993.
8. th Annual International Conference of the IEEE EMBS, vol.20, no 3, pp.1539-1542, 1998.
9. T.Olmez, and Z.Dokur, "Classification of Heart Sounds Using an Artificial Neural Network," Pattern Recognition Letters, vol.24, pp.617-629, 2003.
10. st Annual International Conference of IEEE EMBS, vol.2, pp.926, October 1999.
11. A.P.Yoganathan, R.Gupta, F.E.Udwalia, J.W.Miller, W.H.Corcoran, R.Sarma, J.L.Johnson, and R.J.Bing, "Use of Fast Fourier Transform in the Frequency Analysis of the First Heart Sound in Normal Man," Medical and Biological Engineering and Computing, vol.14, pp.69-73, 1976.
12. J.A.Shaver, R.Salerni, and P.S.Reddy, "Normal and abnormal heart sounds in cardiac diagnosis Part I: Systolic sounds," Current Problems in Cardiology, vol. 10, pp. 2-68, 1985.