Evaluation of a nonlinear prediction algorithm quantifying regularity, synchronization and directionality in short cardiovascular variability series

Computers in Cardiology

Volumn 33, Issue , 2006, Pages 177-180

  Faes, Luca ^a   Cucino, R ^a   Nollo, G ^a,b  

^a UNIVERSITY OF TRENTO   (Italy)

^b ITC IRST   (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

CARDIOLOGY; CHLORINE COMPOUNDS; DYNAMICS; FLOW INTERACTIONS; FORECASTING; MAPS; STOCHASTIC MODELS;

AUTOREGRESSIVE PROCESSES; BIVARIATE TIME SERIES; COMPLEX DYNAMICS; COUPLED DYNAMICS; CROSS-VALIDATION PROCEDURE; DYNAMICAL INTERACTIONS; HENON MAPS; LOCAL LINEAR; NEAREST NEIGHBORS; NONLINEAR PREDICTION ALGORITHM; SHORT TERM; SYSTOLIC PRESSURE; TIME-SERIES;

TIME SERIES ANALYSIS;

EID: 39149124195     PISSN: 02766574     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (8)

1. Malliani A. Principles of cardiovascular neural regulation in health and disease. 1st ed. Norwell, MA, USA: Kluwer academic publisher 2000.
2. Pereda E, Quian Quiroga R, Bhattacharya J. Nonlinear multivariate analysis of neurophysiological signals. Progr Neurobiol 2005;77:1-37.
3. Schafer C, Rosenblum MG, Abel HH, Kurths J. Synchronization in the human cardiorespiratory system. Phys Rev E 1999;60:857-70.
4. Nollo G, Faes L, Porta A, Pellegrini B, Ravelli F, Del Greco M, Disertori M, Antolini R. Evidence of unbalanced regulatory mechanism of heart rate and systolic pressure after acute myocardial infarction. Am J Physiol 2002;283:H1200-7.
5. Porta A, Guzzetti S, Montano N, Pagani M, Somers V, Malliani A, Baselli G, Cerutti S. Information domain analysis of cardiovascular variability signals: evaluation of regularity, synchronisation and co-ordination. Med Biol Eng Comput 2000;38:180-8.
6. Weigend AS, Gershenfeld NA. Time series prediction: forecasting the future and understanding the past. Addison Wesley, Reading: 1992.
7. Faes L, Nollo G. Bivariate nonlinear prediction to quantify the strength of complex dynamical interactions in short-term cardiovascular variability. Med Biol Eng Comput 2006;44:383-92.
8. Nollo G, Faes L, Porta A, Antolin R, Ravelli F. Exploring directionality in spontaneous heart period and systolic pressure variability interactions in humans. Implications in baroreflex gain evaluation. Am J Physiol 2005;288:H1777-85.