Recurrence quantification analysis to characterise the heart rate variability before the onset of ventricular tachycardia

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 2199, Issue , 2001, Pages 295-301

  Wessel, Niels ^a   Marwan, Norbert ^a   Meyerfeldt, Udo ^b   Schirdewan, Alexander ^b   Kurths, Jürgen ^a  

^a UNIVERSITY OF POTSDAM   (Germany)

^b HUMBOLDT UNIVERSITY   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL LIFE; DATA HANDLING; DEFIBRILLATORS; DISEASES; INFORMATION ANALYSIS; MULTIVARIABLE CONTROL SYSTEMS;

CARDIAC ARRHYTHMIA; CARDIOVERTER DEFIBRILLATORS; CHRONIC HEART FAILURES; CLASSIFICATION TASKS; HEART RATE VARIABILITY; RECURRENCE QUANTIFICATION ANALYSIS; SUDDEN CARDIAC DEATHS; VENTRICULAR TACHYCARDIA;

HEART;

EID: 34548122431     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-45497-7_45     Document Type: Conference Paper

References (20)

1. Mirowski, M., Reid, P.R., Mower, M.M., Watkins, L., Gott, V.L., Schauble, J.F., Langer, A., Heilman, M.S., Kolenik, S.A., Fischell, R.E., Weisfeldt, M.L.: Termination of malignant ventricular tachyarrhythmias with an implanted automatic defibrillator in human beings. N Engl J Med 303 (1980) 322-324
2. Grimm, W., Flores, B.T., Marchlinski, F.E.: Shock occurence and survival in 241 patients with implantable cardioverter-defibrillator therapy. Circulation 87 (1993) 18880-18888
3. The antiarrhythmic versus implantable defibrillators (AVID) investigators: A comparison of antiarrhythmic drug therapy with implantable defibrillators in patients resuscitated from near fatal ventricular arrhythmias. N Engl J Med 337 (1997) 1576-1583
4. Hook, B.G., Callans, D.J., Kleiman, R.B., Flores, B.T., Marchlinski, F.E.: Implantable cardioverter-defibrillator therapy in the absence of significant symptoms. Circulation 87 (1993) 1897-1906
5. Gronefeld, G.C., Mauss, O., Li, Y.G., Klingenheben, T., Hohnloser, S.H.: Association between atrial fibrillation and appropriate implantable cardioverter defibrillator therapy: results from a prospective study. J Cardiovasc Electrophysiol 11 (2000) 1208-1214
6. Kleiger, R.E., Miller, J.P., Bigger, J.T., Moss, A.: Decreased heart rate variability and its association with increased mortality after acute myocardial infarction. Am J Cardiol 59 (1987) 256-262
7. Tsuji, H., Larson, M.G., Venditti, F.J., Manders, E.S., Evans, J.C., Feldman, C.L., Levy, D.: Impact of reduced heart rate variability on risk for cardiac events. The Framingham Heart Study. Circulation 94 (1996) 2850-2855
8. Kurths, J., Voss, A., Witt, A., Saparin, P., Kleiner, H.J., Wessel, N.: Quantitative analysis of heart rate variability. Chaos 5 (1995) 88-94
9. Voss, A., Kurths, J., Kleiner, H.J., Witt, A., Wessel, N., Saparin, P., Osterziel, K.J., Schurath, R., Dietz, R.: The application of methods of non-linear dynamics for the improved and predictive recognition of patients threatened by sudden cardiac death. Cardiovasc Res 31 (1996) 419-433
10. Wessel, N., Ziehmann, Ch., Kurths, J., Meyerfeldt, U., Schirdewan, A., Voss, A.: Shortterm Forecasting of Life-threatening Cardiac Arrhythmias based on Symbolic Dynamics and Finite-Time Growth Rates. Phys Rev E 61 (2000) 733-739
11. Wessel, N., Voss, A., Malberg, H., Ziehmann, CH., Voss, H.U., Schirdewan, A., Meyerfeldt, U., Kurths, J.: Nonlinear analysis of complex phenomena in cardiological data. Herzschr Elektrophys 11 (2000) 159-173
12. Heart rate variability: standards of measurement, physiological interpretation and clinical use. Task Force of the European Society of Cardiology and the North American Society of Pacing and Electrophysiology. Circulation 93 (1996) 1043-1065
13. Eckmann, J.-P., Kamphorst, S.O., Ruelle, D.: Recurrence plots of dynamical systems. Europhys Lett 4 (1987) 973-977
14. Argyris, J.H., Faust, G., Haase, M.: An exploration of Chaos. North Holland, Amsterdam, 1994
15. Ott, E.: Chaos in dynamical systems. University Press, Cambridge, 1993
16. Zbilut, J.P., Webber, C.L.: Embeddings and delays as derived from quantification of recurrence plots. Phys. Lett. A 171 (1992) 199-203
17. Giuliani, A., Piccirillo, G., Marigliano, V., Colosimo, A.: A nonlinear explanation of aginginduced changes in heartbeat dynamics. Am J Physiol 275 (1998) H1455-H1461
18. Gonzalez, J. J., Cordero, J. J., Feria, M., Pereda, E.: Detection and sources of nonlinearity in the variability of cardiac R-R intervals and blood pressure in rats. Am J Physiol Heart Circ Physiol 279 (2000) H3040-H3046
19. Censi, F., Barbaro, V., Bartolini, P., Calcagnini, G., Michelucci, G. F., Cerutti, S.: Recurrent patterns of atrial depolarization during atrial fibrillation assessed by recurrence plot quantification. in: Annals of Biomedical Engineering 28 (2000), 61-70
20. Gao, J., Cai, H.: On the structures and quantification of recurrence plots. Physics Letters A 270 (2000), 75-87