Arrhythmia classification using higher order statistics;Yüksek mertebeden istatistik kullanilarak aritmi siniflandirilmasi

2008 IEEE 16th Signal Processing, Communication and Applications Conference, SIU

Volumn , Issue , 2008, Pages

  Kutlu, Yakup ^a   Kuntalp, Damla ^a   Kuntalp, Mehmet ^a  

^a DOKUZ EYLUL UNIVERSITY   (Turkey)

Author keywords

[No Author keywords available]

Indexed keywords

ARRHYTHMIA CLASSIFICATIONS; CUMULANTS; ECG SIGNALS; HIGHER ORDER STATISTICS; NEAREST NEIGHBORHOODS; RAW SIGNALS; SIMULATION RESULTS;

ELECTROCHROMIC DEVICES; IMAGE SEGMENTATION; SIGNAL ANALYSIS; SIGNAL PROCESSING;

ELECTROCARDIOGRAPHY;

EID: 56449114776     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/SIU.2008.4632718     Document Type: Conference Paper

References (15)

1. Osowski, S. ve Linh, T.R. "ECG Beat Recognation Using Fuzzy Hybrid Neural Network", IEEE Trans. on BME, 48(11), 2001.
2. Khadra, L., Al-Fahoum, A. and Binajjaj, S., 'A Quantitative Analysis Approach for Cardiac Arrhythmia Classi- fication Using Higher Order Spectral Techniques', IEEE Transactions on Biomedical Engineering, Vol 52, November 2005.
3. Torun, M.U., Isler, Y., Kuntalp, D. ve Kuntalp, M., "Dal Blogu Vurularin Yüksek Mertebeden Izgel Çözümleme ve Yapay Sinir Aglari ile Siniflandirilmasi", IEEE 14. Sinyal Isleme ve Iletisim Uygulamalari Kurultayi, 2006.
4. Osowski, S., Hoai, L.T. ve Markiewicz, T. "Support Vector Machine-Based Expert System for Reliable Heartbeat Reliable Heartbeat Recognition", IEEE Trans. on BME, 51(4),2004.
5. Song, M.H., Lee, J., Cho, S.P., Lee, KJ. ve Yoo, S.K. "Support Vector Machine Based Arrhythmia Classification Using Reduced Features", International Journal of Control, Automation, and Systems, (34), 2005, 571-579.
6. Acir, N. "Classification of ECG beats by using a fast least square support vector machines with a dynamic programming feature selection algorithm", Neural Computing and Applications, 14(4),2005,299-309.
7. Minami, K., Nakajima, H. ve Toyoshima, T. "Arrhythmia diagnosis with discrimination of rhythm origin and measurement of heart-rate variation", Comp Cardiol, 1997, 243-246.
8. Minami, K., Nakajima, H. ve Toyoshima, T. "Real-time discrimination of ventricular tachyarrhythmia with Fourier transform neural network", IEEE Trans. BME, 46, 1999, 179-185.
9. Nadal, J. ve Bossan, M. "Classification of cardiac arrhythmia based on principal components analysis and feedforward neural Networks", Comput Cardiol, 1993, 341-344.
10. Braccini, G., Edenbrandt, L., Lagerholm, M., Peterson, C., Rauer, 0., Rittner, R. ve Sommo, L., "Self-organizing maps and Hermite functions for classification of ECG complexes", Comp Cardiol, 1997, 425-428.
11. Palreddy, S., Hu, Y.H. ve Tompkins, WJ. "A patient adaptable ECG beat classifier using a mixture of experts approach", IEEE Trans. on BME, 44(9), 1997, 891-900.
12. Hosseini, H.G. ve ark., "A Multi-stage Neural Network Classifier for ECG Events", Proceedings of the 23rd International Conference of the IEEE Engineering in Medicine and Biology Society, 2001, October 25-28.
13. Goldberger, A.L. ve ark. "PhysioBank, PhysioToolkit, and PhysioNet: Components of aNew Research Resource for Complex Physiologic Signals", Circulation, 101(23), 2000, e215-e220.
14. Nikias, C.: Higher-Order Spectra Analysis, A Nonlinear Signal Processing Framework, PTR Prentice Hall, Inc., 1993.
15. Eberhart, R.C. ve Dobbins, R.W. Neural network PC tools, Academic Press, San Diego, 1990.