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Innovations

Reduction of heart sound interference from lung sound signals using empirical mode decomposition technique

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Pages 344-353 | Received 31 Mar 2011, Accepted 06 Jun 2011, Published online: 02 Sep 2011

References

  • Blake, W., 1986, Mechanics of flow-induced sound and vibration. Orlando, FL: Academic Press.
  • Hardin, J.C., Patterson, J.L. Jr, 1979, Monitoring the state of the human airways by analysis of respiratory sound. Acta Astronautica, 6, 1137–1151.
  • LUISADA, A.A., 1964, THE AREAS OF AUSCULTATION AND THE TWO MAIN HEART SOUNDS. Medical Times, 92, 8–11.
  • Hadjileontiadis, L.J., Panas, S.M., 1997, Adaptive reduction of heart sounds from lung sounds using fourth-order statistics. IEEE Transactions on Bio-Medical Engineering, 44, 642–648.
  • Jones, A., 1995, A brief overview of the analysis of lung sounds. Physiotherapy, 81, 37–42.
  • Gavriely, N., Nissan, M., Rubin, A.H., Cugell, D.W., 1995, Spectral characteristics of chest wall breath sounds in normal subjects. Thorax, 50, 1292–1300.
  • Iyer, V.K., Ramamoorthy, P.A., Fan, H., Ploysongsang, Y., 1986, Reduction of heart sounds from lung sounds by adaptive filtering. IEEE Transactions on Bio-Medical Engineering, 33, 1141–1148.
  • Kompis, M., and Russi, E., 1992, Adaptive heart-noise reduction of lung sounds recorded by a single microphone. Proceedings of the 14th Annual International Conference of the Engineering in Medicine and Biology Society, IEEE, 14, 691–692.
  • Gnitecki, J., Moussavi, Z., and Pasterkamp, H., 2003, Recursive least squares adaptive noise cancellation filtering for heart sound reduction in lung sounds recordings. Proceedings of the 25th Annual International Conference of the Engineering in Medicine and Biology Society, IEEE, 3, 2416–2419.
  • Hadjileontiadis, L.J., Panas, S.M., 1998, A wavelet-based reduction of heart sound noise from lung sounds. International Journal of Medical Informatics, 52, 183–190.
  • Hossain, I., and Moussavi, Z., 2003, An overview of heart-noise reduction of lung sound using wavelet transform based filter. Proceedings of the 25th Annual International Conference of the Engineering in Medicine and Biology Society, IEEE, 1, 458–461.
  • Flores-Tapia, D., Moussavi, Z.M., Thomas, G., 2007, Heart sound cancellation based on multiscale products and linear prediction. IEEE Transactions on Bio-Medical Engineering, 54, 234–243.
  • Pourazad, M., Mousavi, Z., and Thomas, G., 2003, Heart sound cancellation from lung sound recordings using adaptive threshold and 2d interpolation in time-frequency domain. Proceedings of the 25th Annual International Conference of the Engineering in Medicine and Biology Society, IEEE, 3, 2586–2589.
  • Hadjileontiadis, L.J., 2007, Empirical mode decomposition and fractal dimension filter. A novel technique for denoising explosive lung sounds. IEEE Engineering in Medicine and Biology Magazine: the Quarterly Magazine of the Engineering in Medicine & Biology Society, 26, 30–39.
  • Andrade, A.O., Nasuto, S., Kyberd, P., Sweeney-Reed, C.M., and Kanijn, F.V., 2006, Emg signal filtering based on empirical mode decomposition. Biomedical Signal Processing and Control, 1, 44–55.
  • ARI, S., Saha, G., and Kumar, P., 2008, A robust heart sound segmentation algorithm for commonly occurring heart valve diseases. Journal of Medical Engineering and Technology, 32, 456–465.
  • Huang, N.E., Shen, J., Long, S.R., Wu, M.C., Shih, H.H., Zheng, Q., Yen, N.C., Tung, C.C., and Liu, H.H., 1998, The empirical mode decomposition and hilbert spectrum for nonlinear and non-stationary time series analysis. Proceeding of Royal Society of London A, 454, 903–995.
  • Yadollahi, A., Moussavi, Z.M., 2006, A robust method for heart sounds localization using lung sounds entropy. IEEE Transactions on Bio-Medical Engineering, 53, 497–502.
  • Schlant, R.C., and Alexander, R.W. ( Eds), 1994, The heart arteries and veins, vol. 1, 8th edn (New york: McGraw Hill), Chapter 11.

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