Computerized quality assessment of phonocardiogram signal measurement-acquisition parameters

Journal of Medical Engineering and Technology

Volumn 36, Issue 6, 2012, Pages 308-318

  Naseri, H ^a   Homaeinezhad, M R ^a  

^a K N TOOSI UNIVERSITY OF TECHNOLOGY   (Iran)

Author keywords

Energy based quality; PCG quality measurement; True diagnosis

Indexed keywords

BASELINE WANDER; DATA SETS; ELECTRONIC STETHOSCOPE; PCG SIGNAL; PHONOCARDIOGRAMS; PRE-PROCESSING STEP; QUALITY ASSESSMENT; QUALITY MEASUREMENTS; SAMPLING FREQUENCIES; SIGNAL MEASUREMENT; THRESHOLD DENOISING; VALVE DISEASE;

PHONOCARDIOGRAPHY;

ALGORITHMS;

ALGORITHM; ARTICLE; COMPUTER SIMULATION; FACTUAL DATABASE; HUMAN; METHODOLOGY; PHONOCARDIOGRAPHY; REPRODUCIBILITY; SIGNAL PROCESSING; WAVELET ANALYSIS;

ALGORITHMS; COMPUTER SIMULATION; DATABASES, FACTUAL; HUMANS; PHONOCARDIOGRAPHY; REPRODUCIBILITY OF RESULTS; SIGNAL PROCESSING, COMPUTER-ASSISTED; WAVELET ANALYSIS;

EID: 84864252910     PISSN: 03091902     EISSN: 1464522X     Source Type: Journal    
DOI: 10.3109/03091902.2012.684832     Document Type: Article

References (19)

1. Choi, S., 2008, Detection of valvular heart disorders using wavelet packet decomposition and support vector machine. Expert Systems with Applications, 35, 1679-1687.
2. Debbal, S.M. and Bereksi-Reguig, F., 2007, Time-frequency analysis of the first and the second heartbeat sounds. Applied Mathematics and Computation, 184, 1041-1052. (Pubitemid 46176157)
3. Cherif, L.H., 2010, Choice of the wavelet analyzing in the phonocardiogram signal analysis using the discrete and the packet wavelet transform. Expert Systems with Applications, 37, 913-918.
4. Jiang, Z. and Choi, S., 2008, Comparison of envelope extraction algorithms for cardiac sound signal segmentation. Expert System with Applications, 34, 1056-1069. (Pubitemid 350117476)
5. Yan, Z., Jiang, Z., Miyamoto, A. and Wei, Y., 2010, The moment segmentation analysis of heart sound pattern. Computer Methods and Programs in Biomedicine, 98, 140-150.
6. Dokur, Z. and ?lmez, T., 2008, Heart sound classification using wavelet transform and incremental self-organizing map. Digital Signal Processing, 18, 951-959.
7. Dokur, Z. and ?lmez, T., 2009, Feature determination for heart sounds based on divergence analysis. Digital Signal Processing, 19, 521-531.
8. Gupta, C.N., Palaniappan, R., Swaminathan, S. and Krishnan, S.M., 2007, Neural network classification of homomorphic segmented heart sounds. Applied Soft Computing, 7, 286-297. (Pubitemid 44739433)
9. Kumar, D., Carvalho, P., Antunes, M., Henriques, J., Se Melo, A., Schmidt, R., and Habetha, J., 2007, Third heart sound detection using wavelet transform-simplicity filter. Conf Proc IEEE Eng Med Biol Soc, 1277-1281. doi:10.1109/IEMBS.2007.4352530. ISBN 978-1-4244-0787-3. PMID 18002196
10. Libby, P., Bonow, R.O., Mann, D.L. and Zipes, D.P., 2007, Braunwald's Heart Disease: A Textbook of Cardiovascular Medicine. London: Saunders.
11. Choi, S., Jiang, Z., 2009, Cardiac sound murmurs classification with autoregressive spectral analysis and multisupport vector machine technique. Computers in Biology and Medicine, 40, 8-20.
12. Mallet, S., 1999, A Wavelet Tour of Signal Processing, 2nd ed., New York: Academic Press.
13. Visagie, C., 2007, Screening for abnormal heart sounds and murmurs by implementing Neural Networks. Master's Thesis, Electric & Electronic Engineerng: UniverSity of Stellenbosch, Stellenbosch, South Africa.
14. Walker, J. S., 1999., A Primer on Wavelets and Their Scientific Applications. New York: Champion & Hall/CRC.
15. de Vos, J. P., 2005., Automated Pediatric Cardiac Auscultation. Master's Thesis, Electric & Electronic Engineerng: University of Stellenbosch, Stellenbosch, South Africa.
16. Homaeinezhad, M.R., Aghaee, M., Najjaran Toosi, H., Ghaffari, A., and Rahmani, R., 2011, Application of the discrete wavelet transform for the robust detection of the impulsive incidences: application to arterial blood pressure characteristic events detection-delineation. International Journal of Waveletes, Multi-Resolution and Information Processing, 9, 813-842.
17. Homaeinezhad, M.R., Ghaffari, A., Aghaee, M., Toosi, H.N., and Rahmani, R., 2012., A high-speed C+ +MEX solution for longduration arterial blood pressure characteristic locations detection. Biomedical Signal Processing and Control, 7, 151-172.
18. Jiang, Z., and Choi, S., 2006, A cardiac sound characteristic waveform method for in-home heart disorder monitoring with electric stethoscope. Expert Systems with Applications, 31, 286-298.
19. Homaeinezhad, M.R., Sabetian, P., Feizollahi, A., & Rahmani, R., 2012, Parametric modeling of the cardiac system multiple measurement signals: an open-source computer framework for performance evaluation of ECG, PCG and ABP events detectors. Journal of Medical Engineering & Technology, 36, 117-134.