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Original

Time-frequency characterization of atrial fibrillation from surface ECG based on Hilbert-Huang transform

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Pages 381-389 | Published online: 09 Jul 2009

References

  • Fuster V., Ryden L. E., Asinger R. W., Cannom D. S., Crijns H. J., Frye R. L., Halperin J. L., Kay G. N., Klein W. W., Levy S., McNamara R. L., Prystowsky E. N., Wann L. S., Wyse D. G. ACC/AHA/ESC guidelines for the management of patients with atrial fibrillation. A report of the American College of Cardiology/American Heart Association Task Force on Practice Guidelines and the European Society of Cardiology Committee for Practice Guidelines and Policy Conferences developed in collaboration with the North American Society of Pacing and Electrophysiology. European Heart Journal 2001; 22: 1852–1923
  • Moe G. K. On the multiple wavelet hypothesis of atrial fibrillation. Archives Internationales de Pharmacodynamie 1962; 140: 183–188
  • Allessie M. A., Lammers W. J., Bonke F. I.M., Hollen J. Experimental evaluation of Moe's multiple wavelet hypothesis of atrial fibrillation. Cardiac Electrophysiology and Arrhythmias, D. P. Zipes, J. Jalife. Grune and Stratton, Orlando, FL 1985; 265–275, Cardiac Electrophysiology and Arrhythmia
  • Tieleman R. G. The pathophysiology of maintenance of atrial fibrillation. Pacing and Clinical Electrophysiology 2003; 26: 1569–1571
  • Rensma P. L., Allessie M. A., Lammers W. J., Bonke F. I., Schalij M. J. Length of excitation wave and susceptibility to reentrant atrial arrhythmias in normal conscious dogs. Circulation Research 1988; 62: 395–410
  • Konings K. T.S., Kirchhof C. J.H.J., Smeets J. R.L.M., Wellens H. J.J., Penn O. C., Allessie M. A. High-density mapping of electrically-induced atrial-fibrillation in humans. Circulation 1994; 89: 1665–1680
  • Holm M., Johansson R., Olsson S. B., Brandt J., Luhrs C. A new method for analysis of atrial activation during chronic atrial fibrillation in man. IEEE Transactions on Biomedical Engineering 1996; 43: 198–210
  • Wijffels C. K.M., Dorland R., Allessie M. Atrial fibrillation begets atrial fibrillation. A study in awake chronically instrumented goats. Circulation 1995; 92: 1954–1968
  • Slocum J., Sahakian A., Swiryn S. Diagnosis of atrial fibrillation from surface electrocardiograms based on computer-detected atrial activity. Journal of Electrocardiology 1992; 25: 1–8
  • Bollmann A., Sonne K., Esperer H. D., Toepffer I., Langberg J. J., Klein H. U. Non-invasive assessment of fibrillatory activity in patients with paroxysmal and persistent atrial fibrillation using the Holter ECG. Cardiovascular Research 1999; 44: 60–66
  • Holm M., Pehrsson S., Ingemansson M., Sörnmo L., Johansson R., Sandhall L., Sunemark M., Smideberg B., Olsson C., Oisson B. Noninvasive assessment of atrial refractoriness during atrial fibrillation in man-Introducing, validating and illustrating a new ECG method. Cardiovascular Research 1998; 38: 69–81
  • Huang N. E., Shen Z., Long S. R., Wu M. C., Shih H. H., Zheng Q., Yen N., Tung C. C., Liu H. H. The empirical mode decomposition method and the Hilbert spectrum for non-stationary time series analysis. Proceedings of the Royal Society of London A 1998; 454: 903–995
  • Huang Z. C., Tong J. J., Chen Y. Q., Pan M. (2005) A novel spectral analysis method of atrial fibrillation signal based on Hilbert-Huang transform. The 27th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, ShanghaiChina, Sept, 1 – 42005, 825–828
  • Goldberger A. L., Glass L., Hausdorff J. M., Ivanov P. C.H., Mark R. G., Mietus J. E., Moody G. B., Peng C. K., Stanley H. E. PhysioToolkit, and PhysioNet: components of a new research resource for complex physiologic signals. Circulation 2000; 101: 215–220
  • Bollmann A., Kanuru N. K., McTeague K. K., Walter P. F., DeLurgio D. B., Langberg J. J. Frequency analysis of human atrial fibrillation using the surface electrocardiogram and its response to ibutilide. American Journal of Cardiology 1998; 81: 1439–1445
  • Vasquez C., Hernandez A., Mora F., Carrault G., Passariello G. Atrial activity enhancement by Wiener filtering using an artificial neural network. IEEE Transactions on Biomedical Engineering 2001; 48: 940–944
  • Stridh M., Sornmo L. Spatiotemporal QRST cancellation techniques for analysis of atrial fibrillation. IEEE Transactions on Biomedical Engineering 2001; 48: 105–111
  • Pan J., Tompkins W. J. A real-time QRS detection algorithm. IEEE Transactions on Biomedical Engineering 1985; 32: 230–236
  • Gabor D. Theory of communication. Journal of the Institute of Electrical Engineers (London) 1946; 93: 429–457
  • Cohen L. Time-Frequency Analysis: Theory and Applications, B. J. Xian. Publishing House of Xi'an Jiaotong University, Xian, ShanxiP.R. China 2000
  • Hayn D., Edegger K., Scherr D., Lercher P., Rotman B., Schreier G. Automated prediction of spontaneous termination of atrial fibrillation from electrocardiograms. Proceedings of Computers in Cardiology 2004; 31: 117–120

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