Complexity and predictability of the heartbeat time series in transplanted subjects

International Journal of Bifurcation and Chaos in Applied Sciences and Engineering

Volumn 7, Issue 3, 1997, Pages 759-767

  Balocchi, Rita ^a   Barbi, Michele ^b   Carpeggiani, Clara ^a   Chillemi, Santi ^b   Di Garbo, Angelo ^b   Michelassi, Claudio ^a  

^a INSTITUTE OF CLINICAL PHYSIOLOGY   (Italy)

^b CNR Consiglio Nazionale delle Ricerche   (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 0031089344     PISSN: 02181274     EISSN: None     Source Type: Journal    
DOI: 10.1142/S0218127497000558     Document Type: Article

References (21)

1. Balocchi, R., Michelassi, C., Carpeggiani, C., Emdin, M. & Santarcangelo, E. [1992] "Non-linear dynamics of respiration," J. Ambulatory Monitoring 5(2&3), 131-137.
2. Balocchi, R., Michelassi, C., Conforti, F., Fronzoni, L. & Carpeggiani, C. [1993] "Testing the cardiac rhythm for chaoticity," in Computers in Cardiology (IEEE Computers Society Press), pp. 405-408.
3. Chang, T., Schiff, S. J., Sauer, T., Gossard, J. P. & Burke, R. E. [1994] "Stochastic versus deterministic variability in simple neuronal circuits: I. Monosynaptic spinal cord reflexes," Biophys. J. 67, 671-683.
4. Denton, T. A., Diamond, G. A., Helfant, R. H., Khan, S. & Karagueuzian, H. [1990] "Fascinating rhythm: A primer on chaos theory and its application to cardiology," Am. Heart. J. 120, 1419-1441.
5. Di Garbo, A., Barbi, M., Chillemi, S., Balocchi, R., Michelassi, C. & Carpeggiani, C. [1996] "Search for nonlinearity in the heartbeat time series," in Cybernetics and Systems ed. Trappl, R. (World Scientific) pp. 405-408.
6. Eckmann, J. P., Kamphorst, S. O. & Ruelle, D. [1987] "Recurrence plots of dynamical systems," Europhys. Lett. 4(9), 973-977.
7. Goldberger, A. L., Rigney, D. R. & West, B. J. [1990] "Chaos and fractals in human physiology," Sci. Am. 262, 42-49.
8. Goldberger, A. L. [1991] "Is normal heartbeat chaotic or homeostatic?," News Physiol. Sci. 6, 87-91.
9. Grassberger, P. & Procaccia, I. [1983] "Measuring the strangeness of strange attractors," Physica D9, 189-208.
10. Grassberger, P., Schreiber, T. & Schaffrath, C. [1991] "Nonlinear time sequence analysis," Int. J. Bifurcation and Chaos 1(3), 521-547.
11. Kanters, J. K., Holstein-Rathlou, N.-H. & Agner, E. [1994] "Lack of evidence for low-dimensional chaos in heart rate variability," J. Cardiovas. Electrophysiol. 5(7), 591-601.
12. Kaplan, D. & Glass, L. [1995] Understanding Nonli near Dynamics (Springer-Verlag, Berlin), Chap. 6, pp. 315-318.
13. Lefebvre, J. H., Goodings, D. A., Kamoth, M. V. & Fallen, E. L. [1993] "Predictability of normal heart rhythms and deterministic chaos," Chaos 3, 267-276.
14. Osborne, A. R. & Provenzale, A. [1989] "Finite correlation dimension for stochastic systems and power-law spectra," Physica D35, 357-381.
15. Provenzale, A., Smith, L. A., Vio, R. & Murante, G. [1992] "Distinguishing between low-dimensional dy namics and randomness in measured time series," Physica D58, 31-49.
16. Sugihara, G. [1994] "Nonlinear forecasting for the classification of natural time series," Phil. Trans. R. Soc. Lond. A348, 477-495.
17. Sugihara, G. & May, R. [1990] "Nonlinear forecasting as a way of distinguishing chaos from measurement error in a data series," Nature 344, 734-741.
18. Theiler, J., Galdrikian, B., Longtin, A., Eubank, A. & Farmer, J. D. [1992] "Testing for nonlinearity in time series: The method of surrogate data," Physica D58, 77-94.
19. Vibe, K. & Vesin, J. M. [1996] "On chaos detection methods," Int. J. Bifurcation and Chaos 6, 529-543.
20. West, B. J. [1990] Fractal Physiology and Chaos in Medicine (World Scientific, Singapore).
21. Zbilut, J. P., Koebbe, M., Loeb, H. & Mayer-Kress, G. [1991] "Use of recurrence plots analysis of heart beat intervals," in Computers in Cardiology eds. Murray, A. & Ripley, K. L. (IEEE Computers Society Press), pp. 263-266.