Patient Adaptive ECG Beat Classifier using Repetition Detection Approach Enhanced by Neural Networks
Abstract
Keywords
Full Text:
PDFReferences
M. Faezipour, A.Saeed, S.Chandrika, Nourani, H.Minn,L.Tamil.”A Patient adaptive profiling scheme for ECG beat classification,”IEEETrans.Info.Tech, vo.l14, no.5, Sep.2010.
J. Pan and W. J. Tompkins, “A real-time QRS detectionalgorithm,”IEEE Trans. Biomed.Eng,vol. BME-32, no. 3, pp. 230–236, Mar. 1985.
P. de Chazal, M. O’Dwyer, and R. B. Reilly, “Automatic classification of heart beats using ECG morphology and heartbeat interval features,” IEEE Trans. Biomed. Eng., vol. 51, no. 7, pp. 1196–1206, Jul. 2004.
D. Zhang, “Wavelet approach for ECG baseline wander correction and noise reduction,” in Proc. 27th IEEE Annu. Conf. Eng. Med. Biol., Sep.2005, pp. 1212-1215.
M. Faezipour, T. M. Tiwari, A. Saeed, M. Nourani, and L. S. Tamil,“Wavelet- based denoising and beat detection of ECG signal,” in Proc.IEEE-NIH Life Sci.Syst. Appl. Workshop,, Apr. 2009, pp. 100–103.
Y. H. Hu, S. Palreddy, and W. J. Tompkins, “A patient adaptive ECG beat classifier using a mixture of experts approach,” IEEE Trans. Biomed.Eng., vol. 44, no. 9, pp. 891–900, Sep. 1997.
M. H. Song, J. Lee, S. P. Cho, K. J. Lee, and S. K. Yoo, “Support vector machinebased arrhythmia classification using reduced features,” Int. J.Control, Autom., Syst., vol. 3, no. 4, pp. 571–579, Dec. 2005.
R. Besrour, Z. Lachiri, and N. Ellouze, “ECG beat classifier using support vectormachine,”in Proc.3rd IEEE Int. Conf. Inf.Commun.Technol.:From Theory Appl., Apr. 2008, pp.1–5.
M. Faezipour, M. Nourani, and R. Panigrahy, “A real-time worm outbreakdetection system using shared counters,” in Proc. 15th Annu. IEEE Symp.High Perform. Interconnects, Aug. 2007, pp. 65–72.
T. H. Yeap, F. Johnson, and M. Rachniowski, “ECG beat classification by a neural network,” in Proc.Annu. Int. Conf. IEEE Engineering Medicine and Biology Society, 1990, pp. 1457–1458.
MIT-BIH Database distribution, Massachusetts Institute of Technology, 77 Massachusetts Avenue, Cambridge, MA02139,1998.http://www.physionet.org/physiobank/database/mitdb/
Refbacks
- There are currently no refbacks.