Asian Journal of Information Technology

Year: 2015
Volume: 14
Issue: 2
Page No. 53 - 59

Extracting Features from ECG and Respiratory Signals for Automatic Supervised Classification of Heartbeat Using Neural Networks

Authors : Benali Medjahed Oussama, Bachir M`Hamed Saadi and Hadj Slimane Zine-Eddine

References

Bachir, M. and Z.E.H. Slimane, 2013. A real-time interval measurement algorithm. Proceedings of the 2nd International Conference on Signal, Image, Vision and their Applications, November 18-20, 2013, Guelma, Algeria -.

Banerjee, S. and M. Mitra, 2014. Application of cross wavelet transform for ECG pattern analysis and classification. IEEE Trans. Instrum. Meas., 63: 326-333.
CrossRef  |  

Chawla, M.P.S., 2009. A comparative analysis of principal component and independent component techniques for electrocardiograms. Neural Comput. Applic., 18: 539-556.
CrossRef  |  Direct Link  |  

Hopfield, J.J., 1988. Artificial neural networks. IEEE Circuits Devices Mag., 4: 3-10.
CrossRef  |  

Khandoker, A.H., M. Palaniswami and C.K. Karmakar, 2009. Support vector machines for automated recognition of obstructive sleep apnea syndrome from ECG recordings. IEEE Trans. Inform. Technol. Biomed., 13: 37-48.
CrossRef  |  

Lippmann, R., 1987. An introduction to computing with neural nets. IEEE ASSP Mag., 4: 4-22.
CrossRef  |  Direct Link  |  

Longa, X., J. Foussier, P. Fonsecaa, R. Haakma and R.M. Aarts, 2014. Analyzing respiratory effort amplitude for automated sleep stage classification. Biomed. Signal Process. Control, 14: 197-205.
CrossRef  |  Direct Link  |  

Penzel, T., G.B. Moody, R.G. Mark, A.L. Goldberger and J.H. Peter, 2000. The apnea-ECG database. Comput. Cardiol., 27: 255-258.
CrossRef  |  

Slimane, Z.E.H. and A. Nait-Ali, 2010. QRS complex detection using Empirical Mode Decomposition. Digital Signal Process., 20: 1221-1228.
CrossRef  |  Direct Link  |  

Slimane, Z.E.H. and F.B. Reguig, 2008. A real-time QT interval detection algorithm. J. Mech. Med. Biol., 8: 251-263.
CrossRef  |  Direct Link  |  

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