Joint symbolic dynamics as a model-free approach to study interdependence in cardio-respiratory time series

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS

Volumn , Issue , 2012, Pages 3680-3683

  Baumert, Mathias ^a   Brown, Rachael ^b   Duma, Stephen ^c   Broe, G Anthony ^c   Kabir, Muammar M ^a   MacEfield, Vaughan G ^b  

^a UNIVERSITY OF ADELAIDE   (Australia)

^b UNIVERSITY OF WESTERN SYDNEY   (Australia)

^c UNIVERSITY OF NEW SOUTH WALES   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

AUTONOMIC NERVOUS SYSTEM; DISPLAY FLUCTUATIONS; HEALTHY CONTROLS; HEART RATE VARIABILITY; HEART RATES; MODEL FREE; NEURODEGENERATIVE DISORDERS; PARKINSON'S DISEASE; REGULATORY MECHANISM; SYMBOLIC ANALYSIS; SYMBOLIC DYNAMICS;

HEART; NEURODEGENERATIVE DISEASES; TIME SERIES;

DYNAMICS;

AGED; ARTICLE; BIOLOGICAL MODEL; BREATHING; CASE CONTROL STUDY; HEART; HEART RATE; HUMAN; MIDDLE AGED; PARKINSON DISEASE; PATHOPHYSIOLOGY; PHYSIOLOGY; TIME; VERY ELDERLY;

AGED; AGED, 80 AND OVER; CASE-CONTROL STUDIES; HEART; HEART RATE; HUMANS; MIDDLE AGED; MODELS, CARDIOVASCULAR; PARKINSON DISEASE; RESPIRATION; TIME FACTORS;

EID: 84870833937     PISSN: 1557170X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/EMBC.2012.6346765     Document Type: Conference Paper

References (17)

1. H. Braak, K. D. Tredici, U. Rub, R. A. de Vos, E. N. Jansen Steur, and E. Braak, "Staging of brain pathology related to sporadic Parkinson's disease," Neurobiology of Aging, vol. 24, pp. 197-211, 2003.
2. D. S. Goldstein, Y. Sharabi, B. I. Karp, O. Bentho, A. Saleem, K. Pacak, and G. Eisenhofer, "Cardiac sympathetic denervation preceding motor signs in Parkinson disease," Cleve Clin J Med, vol. 76, pp. 47-50, 2009.
3. W. Maetzler, I. Liepelt, and D. Berg, "Progression of Parkinson's disease in the clinical phase: potential markers," Lancet Neurol, vol 8, pp.1158-71, 2009.
4. D. S. Goldstein, L. Sewell, and Y. Sharabi, "Autonomic dysfunction in PD: a window to early detection?" J Neurol Sci, vol. 310, pp. 118-22, 2011.
5. L. Faes, G. D. Pinna, A. Porta, R. Maestri, and G. Nollo, "Surrogate data analysis for assessing the significance of the coherence function," IEEE Trans Biomed Eng, vol. 51, pp. 1156-66, 2004.
6. D. Hoyer, U. Leder, H. Hoyer, B. Pompe, M. Sommer, and U. Zwiener, "Mutual information and phase dependencies: measures of reduced nonlinear cardiorespiratory interactions after myocardial infarction, Med Eng Phys, vol. 24, pp. 33-43, 2002.
7. C. Schäfer, M. G. Rosenblum, H. H. Abel, and J. Kurths, "Synchronization in the human cardiorespiratory system," Phys Rev E Stat Phys Plasmas Fluids Relat Interdiscip Topics, vol. 60; pp. 857-70, 1999.
8. M. M. Kabir, D. A. Saint, E. Nalivaiko, D. Abbott, A. Voss, and M. Baumert, "Quantification of cardiorespiratory interactions based on joint symbolic dynamics," Ann Biomed Eng, vol. 39, pp. 2604-2614, 2011.
9. A. Voss, J. Kurths, H. J. Kleiner, A. Witt, N. Wessel, P. Saparin, K. J. Osterziel, R. Schurath, and R. Dietz, "The application of methods of non-linear dynamics for the improved and predictive recognition of patients threatened by sudden cardiac death," Cardiovascular Research, vol. 31, pp. 419-433, 1996.
10. M. Baumert, T. Walther, J. Hopfe, H. Stepan, R. Faber, and A. Voss, "Joint symbolic dynamic analysis of beat-to-beat interactions of heart rate and systolic blood pressure in normal pregnancy," Medical and Biological Engineering and Computing, vol. 40, pp. 241-245, 2002.
11. M. Baumert, V. Baier, S. Truebner, A. Schirdewan, and A. Voss, "Short- and long-term joint symbolic dynamics of heart rate and blood pressure in dilated cardiomyopathy," IEEE Transactions on Biomedical Engineering, vol. 52, pp. 2112-2115, 2005.
12. M. Malik, "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, vol. 93, pp. 1043-65, 1996
13. A. Porta, S. Guzzetti, N. Montano, R. Furlan, M. Pagani, A. Malliani, and S. Cerutti, "Entropy, entropy rate, and pattern classification as tools to typify complexity in short heart period variability series," IEEE Trans Biomed Eng, vol. 48, pp. 1282-91, 2001.
14. A. Porta, E. Tobaldini, S. Guzzetti, R. Furlan, N. Montano, and T Gnecchi-Ruscone, "Assessment of cardiac autonomic modulation during graded head-up tilt by symbolic analysis of heart rate variability," Am J Physiol Heart Circ Physiol, vol. 293, pp. H702-8, 2007.
15. R. Brown, S. Duma, O. Piguet, G. A. Broe, and V. G. Macefield, "Vascular variability in Parkinson's diease & extrapyramidial motor slowing," Clin Auton Res. 2012 Apr 25.
16. S. E. Daniel SE, and A. J. Lees, "Parkinson's disease Society Brain Bank. London: overview and research," J Neural Transm, vol. 39, pp. 165-172, 1993.
17. M. M. Hoehn, and M. D. Yahr, "Parkinsonism: onset, progression, and mortality," Neurology, vol. 17, pp. 427-442, 1967.