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Original

A new algorithm developed based on a mixture of spectral and nonlinear techniques for the analysis of heart rate variability

Pages 210-219 | Published online: 09 Jul 2009

References

  • Akselrod S., Gordon D., Ubel F. A., Shannon D. C., Barger A. C., Cohen R. J. Power spectrum analysis of heart rate fluctuations: a quantitative probe of beat-to-beat cardiovascular control. Science 1981; 213: 220–222
  • Pagani M., Lombardi F., Guzzetti S., Rimoldi O., Furlan R., Pizzinelli P., Sandrone G., Malfatto G., Dell'Orto S. D., Piccaluga E., Turiel M., Baselli G., Cerutti S., Malliani A. Power spectral analysis of heart rate and arterial pressure variabilities as a marker of sympatho-vagal interaction in man and conscious dog. Circulation Research 1984; 59: 178–193
  • Kamath M. V., Fallen E. L. Correction of the heart rate variability signal for ectopics and missing beats. Heart Rate Variability, M. Malik, A. J. Camm. Futura, New York, NY 1995; 75–85
  • Kaplan D. T., Talajic M. Dynamics of heart rate. Chaos 1991; 1: 251–256
  • Saul J. P., Arai Y., Berger R. D., Lilly L. S., Colucci W. S., Cohen R. J. Assessment of autonomic regulation in chronic congestive heart failure by heart rate spectral analysis. American Journal of Cardiology 1988; 61: 1292–1299
  • Albrecht P., Cohen R. J. Estimation of heart rate power spectrum bands from real-world data: dealing with ectopic beats and noisy data. Computers in Cardiology 1988; 15: 311–314
  • Myers G. A., Martin G. J., Magid N. M., Barnett P. S., Schaad J. W., Weiss J. S., Lesch M., Singer D. H. Power spectral analysis of heart rate variability in sudden cardiac death: comparison to other methods. IEEE Transactions in Biomedical Engineering 1986; 33: 1149–1156
  • Huikuri H. V., Kessler K. M., Terracall E., Castellanos A., Linnaluoto M. K., Myerburg R. J. Reproducibility and circadian rhythm of heart rate variability in healthy subjects. American Journal of Cardiology 1990; 65: 391–393
  • Malik M. Geometrical methods for heart rate variability assessment. Heart Rate Variability, M. Malik, A. J. Camm. Futura, New York, NY 1995; 47–61
  • Grassberger P., Procaccia I. Estimation of the Kolmogorov entropy from a chaotic signal. Physics Review A 1983; 28: 2591–2593
  • Rosenstein M. T., Collins J. J., De Luca C. J. A practical method for calculating largest Lyapunov exponents from small data sets. Physica D 1993; 65: 117–134
  • Sato S., Sano M., Sawada Y. Practical methods of measuring the generalized dimension and the largest Lyapunov exponent in high dimensional chaotic systems. Progress of Theoretical Physics 1987; 77: 1–5
  • Wolf A., Swift J. B., Swinney H. L., Vastano J. A. Determining Lyapunov exponents from a time Series. Physica D 1985; 16: 285–317
  • Hoyer D., Pompe B., Herzel H., Zwiener U. Nonlinear coordination of cardiovascular autonomic control. IEEE Engineering in Medicine and Biology Magazine 1998; 17: 17–21
  • Palus M., Hoyer D. Detecting nonlinearity and phase synchronization with surrogate data. IEEE Engineering in Medicine and Biology Magazine 1998; 17: 40–45
  • Mrowka R., Patzak A., Persson P. B. The complexity of heart rate in its postnatal development. IEEE Engineering in Medicine and Biology Magazine 2001; 20: 88–91
  • Schmidt G., Morfill G. E. Complexity diagnostics in cardiology: fundamental considerations. PACE 1994; 17: 1174–1177
  • Schmidt G., Morfill G. E. Complexity diagnostics in cardiology: methods. PACE 1994; 17: 2336–2341
  • Zhang X. -S., Zhu Y. -S., Thakor N. V., Wang Z. -Z. Detecting ventricular tachycardia and fibrillation by complex measure. IEEE Transactions in Biomedical Engineering 1999; 46: 548–555
  • Glass L., Kaplan D. Time series analysis of complex dynamics in physiology and medicine. Medical Progress Through Technology 1993; 19: 115–128
  • Haweel T. I., Clarkson P. M. A class of order statistic LMS algorithms. IEEE Transactions in Signal Processing 1992; 40: 44–53
  • Chen S. -W., Chen H. -C. (2003) Development of a real-time QRS beat classifier using a nonlinear trimmed moving averaging-based system. Paper presented at the 2003 Annual Conference of Computers in Cardiology, ThessalonikiGreece, September, 21 – 242003
  • Coumel P., Maison-Blanche P., Catuli D. Heart rate and heart rate variability. Heart Rate Variability, M. Malik, A. J. Camm. Futura, New York, NY 1995; 207–221
  • Appel M. L., Berger R. D., Saul J. P., Smith J. M., Cohen R. J. Beat-to-beat variability in cardiovascular variables: noise or music?. Journal of the American College of Cardiology 1989; 14: 1139–1148
  • Chen S. -W. A wavelet-based heart rate variability analysis for the study of nonsustained ventricular tachycardia. IEEE Transactions in Biomedical Engineering 2002; 49: 736–742
  • Pomeranz B., Macaulay R. J.B., Caudill M. A., Kutz I., Adam D., Gordon D., Kilborn K. M., Barger A. C., Shannon D. C., Cohen R. J., Benson H. Assessment of autonomic function in humans by heart spectral analysis. American Journal of Physiology 1985; 248: H151–H153
  • Saul J. P. Heart rate variability during congestive heart failure: observations and implications. Blood Pressure and Heart Rate Variability, M. DiRienzo, G. Mancia, G. Parati, A. Pedotti, A. Zanchetti. IOS Press, Amsterdam 1992; 266–275
  • Malliani A., Pagani M., Lombardi F., Cerutti S. Cardiovascular neural regulation explored in the frequency domain. Circulation 1991; 84: 482–492
  • Saul J. P., Berger R. D., Chen M. H., Cohen R. J. Transfer function analysis of autonomic regulation. II. Respiratory sinus arrhythmia. American Journal of Physiology 1989; 256: H153–H161

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