Empirical mode decomposition and fractal dimension filter. A novel technique for denoising explosive lung sounds.

[1]  A. Tilkian,et al.  Understanding heart sounds and murmurs : with an introduction to lung sounds , 1984 .

[2]  Norden E. Huang,et al.  Comparison of interannual intrinsic modes in hemispheric sea ice covers and other geophysical parameters , 2003, IEEE Trans. Geosci. Remote. Sens..

[3]  J. Echauz,et al.  Fractal dimension characterizes seizure onset in epileptic patients , 1999, 1999 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings. ICASSP99 (Cat. No.99CH36258).

[4]  M. J. Katz,et al.  Fractals and the analysis of waveforms. , 1988, Computers in biology and medicine.

[5]  Gabriel Rilling,et al.  Empirical mode decomposition as a filter bank , 2004, IEEE Signal Processing Letters.

[6]  L.J. Hadjileontiadis,et al.  Detection of explosive lung and bowel sounds by means of fractal dimension , 2003, IEEE Signal Processing Letters.

[7]  N. Huang,et al.  The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis , 1998, Proceedings of the Royal Society of London. Series A: Mathematical, Physical and Engineering Sciences.

[8]  L.J. Hadjileontiadis,et al.  Separation of discontinuous adventitious sounds from vesicular sounds using a wavelet-based filter , 1997, IEEE Transactions on Biomedical Engineering.

[9]  A. Cohen Signal processing methods for upper airway and pulmonary dysfunction diagnosis , 1990, IEEE Engineering in Medicine and Biology Magazine.

[10]  S. Lehrer Understanding Lung Sounds , 2002 .

[11]  Noam Gavriely,et al.  Breath Sounds Methodology , 1995 .

[12]  P. Flandrin,et al.  Empirical Mode Decomposition , 2012 .

[13]  Leontios J. Hadjileontiadis,et al.  Wavelet-based enhancement of lung and bowel sounds using fractal dimension thresholding-part II: application results , 2005, IEEE Transactions on Biomedical Engineering.

[14]  Leontios J. Hadjileontiadis,et al.  Wavelet-based enhancement of lung and bowel sounds using fractal dimension thresholding-part I: methodology , 2005, IEEE Transactions on Biomedical Engineering.