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access icon openaccess Wavelet-based fundamental heart sound recognition method using morphological and interval features

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References

    1. 1)
    2. 2)
    3. 3)
    4. 4)
      • D.B. Springer .
        4. Springer, D.B., et al: ‘Logistic regression-HSMM-based heart sound segmentation’, IEEE Trans. Biomed. Eng., 2016, 63, (4), pp. 822832.
        . IEEE Trans. Biomed. Eng. , 4 , 822 - 832
    5. 5)
    6. 6)
    7. 7)
      • R. Thomas .
        7. Thomas, R., et al: ‘Heart sound segmentation using fractal decomposition’. Proc. IEEE 38th Annual Int. Conf. Engineering in Medicine and Biology Society, August 2016, pp. 62346236.
        . Proc. IEEE 38th Annual Int. Conf. Engineering in Medicine and Biology Society , 6234 - 6236
    8. 8)
      • M. Tschannen .
        8. Tschannen, M., et al: ‘Heart sound classification using deep structured features’. Proc. Computing in Cardiology, September 2016.
        . Proc. Computing in Cardiology
    9. 9)
    10. 10)
    11. 11)
    12. 12)
      • H. Sun .
        12. Sun, H., et al: ‘An improved empirical mode decomposition-wavelet algorithm for phonocardiogram signal denoising and its application in the first and second heart sound extraction’. Proc. 6th Int. Conf. Biomedical Engineering and Informatics, December 2013, pp. 187191.
        . Proc. 6th Int. Conf. Biomedical Engineering and Informatics , 187 - 191
    13. 13)
      • A. Mondal .
        13. Mondal, A., et al: ‘Boundary estimation of cardiac events S1 and S2 based on Hilbert transform and adaptive thresholding approach’. Proc. Indian Conf. Medical Informatics and Telemedicine, March 2013, pp. 4347.
        . Proc. Indian Conf. Medical Informatics and Telemedicine , 43 - 47
    14. 14)
    15. 15)
      • F. Hedayioglu .
        15. Hedayioglu, F., et al: ‘Denoising and segmentation of the second heart sound using matching pursuit’. Proc. IEEE 34th Annual Int. Conf. Engineering in Medicine and Biology Society, 2012, pp. 34403443.
        . Proc. IEEE 34th Annual Int. Conf. Engineering in Medicine and Biology Society , 3440 - 3443
    16. 16)
    17. 17)
      • X. Wang .
        17. Wang, X., et al: ‘Detection of the first and second heart sound using heart sound energy’. Proc. Int. Conf. Biomedical Engineering and Informatics, 2009, pp. 14.
        . Proc. Int. Conf. Biomedical Engineering and Informatics , 1 - 4
    18. 18)
      • D. Kumar .
        18. Kumar, D., et al: ‘Detection of S1 and S2 heart sounds by high frequency signatures’. Proc. IEEE 28th Annual Int. Conf. Engineering in Medicine and Biology Society, vol. 1, August/September 2006, pp. 14101416.
        . Proc. IEEE 28th Annual Int. Conf. Engineering in Medicine and Biology Society , 1410 - 1416
    19. 19)
      • D. Gill .
        19. Gill, D., et al: ‘Detection and identification of heart sounds using homomorphic envelogram and self-organizing probabilistic model’. Proc. Computers in Cardiology, September 2005, pp. 957960.
        . Proc. Computers in Cardiology , 957 - 960
    20. 20)
      • P. Wang .
        20. Wang, P., et al: ‘First heart sound detection for phonocardiogram segmentation’. Proc. IEEE 27th Annual Conf. Engineering in Medicine and Biology Society, January 2005, pp. 55195522.
        . Proc. IEEE 27th Annual Conf. Engineering in Medicine and Biology Society , 5519 - 5522
    21. 21)
      • L. Gamero , R. Watrous .
        21. Gamero, L., Watrous, R.: ‘Detection of the first and second heart sound using probabilistic models’. Proc. IEEE 25th Annual Int. Conf. Engineering in Medicine and Biology Society, September 2003, pp. 28772880.
        . Proc. IEEE 25th Annual Int. Conf. Engineering in Medicine and Biology Society , 2877 - 2880
    22. 22)
      • T. Oskiper , R. Watrous .
        22. Oskiper, T., Watrous, R.: ‘Detection of the first heart sound using a time-delay neural network’. Proc. Computers in Cardiology, September 2002, pp. 537540.
        . Proc. Computers in Cardiology , 537 - 540
    23. 23)
      • J.E. Hebden , I.N. Torry .
        23. Hebden, J.E., Torry, I.N.: ‘Neural network and conventional classifiers to distinguish between first and second heart sound’. Proc. IEE Colloquium Artificial Intelligence Methods for Biomedical Data Processing, April 1996, vol. 3, pp. 16.
        . Proc. IEE Colloquium Artificial Intelligence Methods for Biomedical Data Processing , 1 - 6
    24. 24)
    25. 25)
    26. 26)
    27. 27)
    28. 28)
      • P. Bentley .
        28. Bentley, P., et al: ‘Classifying heart sounds challenge’. Available at http://www.peterjbentley.com/heartchallenge/.
        .
    29. 29)
      • (2016)
        29. Classification of Normal/Abnormal Heart Sound Recordings: the PhysioNet/Computing in Cardiology Challenge, 2016. Available at https://www.physionet.org/challenge/2016/.
        .
    30. 30)
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