Artificial Intelligence in Medicine
Volume 38, Issue 3 , Pages 257-274 , November 2006

A closed-loop hybrid physiological model relating to subjects under physical stress

Received 12 September 2005 ,Revised 24 July 2006 ,Accepted 25 July 2006.

References 

  1. In:  Hancock PA,  Desmond PA editor. Stress, workload and fatigue. Mahwah, NJ: Erlbaum; 2001;
  2. Luczak H, Philipp U, Rohmert W. The study of heart rate variability, Chapter 8. Oxford: Oxford Science Publications, Clarendon Press; 1980;p. 123–53
  3. Thibodeau GA, Patton KT. Physiology of the cardiovascular system. London: Mosby Books; 1999;
  4. Luczak H, Raschke F. A model of the structure and the behaviour of human heart rate control. Biol Cybernet. 1975;18:1–13
  5. Huizenga C, Zhang H, Arens E. A Model of human physiology and comfort for assessing complex thermal environment. Build Environ. 2001;36:691–699
  6. deBoer RW, Karemaker JM, Strackee J. Hemodynamics fluctuations and baroreflex sensitivity in humans: a beat-to-beat model. Am J Physiol. 1987;253:H680–H689
  7. Whit tam AM, Clayton RH, Lord SW, McComb JM, Murray A. Heart rate and blood pressure variability in normal subjects compared with data from beat-to-beat models developed from deBoer's model of the cardiovascular system. Physiol Measure. 2000;21:305–318
  8. Seydnejad SR, Kitney RI. Modelling of mayer waves generation mechanisms. IEEE Eng Med Biol. 2001;20:92–100
  9. Kitney RI. A nonlinear model for studying oscillations in the blood pressure control system. J Biomed Eng. 1979;1:89–99
  10. D’Angelo, C, Papelier, Y. Mathematical modelling of the cardiovascular system and skeletal muscle interaction during exercise. In Cances, E, Gerbeau, J-F, editors, Mathematics and Applications to Biology and Medicine. The European series in applied and industrial mathematics (ESAIM) proceedings, vol. 18, EDP Sciences Publishers, Marseille (FRANCE), 2005, p. 72–88.
  11. Konz S, Hwang C, Dhiman B, Duncan J, Masud A. An experimental validation of mathematical simulation of human thermoregulation. Comput Biol Med. 1977;7:71–82
  12. Robinson DL. An an1ysis of human EEG responses in the alpha range of frequencies. Int J Neurosci. 1983;22:81–98
  13. Jansen BH, Rit VG. Electroencephalogram and visual evoked potential generation in a mathematical model of coupled cortical columns. Biol Cybernet. 1995;73:357–366
  14. Sapoznikov, D, Gotsman, MS, Cartillo, HT. Cardiac periodicities in the signal averaged EEG. In Lin, JC, Feinberg, BN, editors, Proceedings of the Seventh IEEE Annual Conference of the Engineering in Medicine and Biology Society, vol. 1, IEEE, New York, NY, USA, 1985, p. 92–96.
  15. Robinson DL. The Technical, neurological, and psychological significance of ‘alpha’, ‘delta’, and ‘theta’ waves confounded in EEG evoked potentials: a study of peak latencies. Clin Neurophysiol. 1999;110:1427–1434
  16. Robinson DL. The Technical, neurological, and psychological significance of ‘alpha’, ‘delta’, and ‘theta’ waves confounded in EEG evoked potentials: a study of peak amplitudes. Personal Individual Differ. 2000;28:673–693
  17. Censi F, Calcagnini G, Lino S, Seydnejad SR, Kitney RI, Cerutti S. Transient phase locking patterns among respiration, heart rate and blood pressure during cardiorespiratory synchronisation in humans. Med Biol Eng Comput. 2000;38:416–426
  18. Palus M. Detecting phase synchronization in noisy systems. Phys Lett A. 1997;235:341–351
  19. Mamdani EH. Application of fuzzy algorithms for control of simple dynamic plant. Proc IEE Contr Theory Appl. 1974;121:1585–1588
  20. Takagi T, Sugeno M. Fuzzy identification of systems and its applications to modelling and control. IEEE Trans Syst Man Cybernet SMC1S. 1985;116–132
  21. Jang J-SR. Neuro-fuzzy modelling: architecture, analyses and applications. Electrical engineering and computer science. Berkeley: University of California; 1992;p. 155
  22. Rosenblueth A, Simeone FA. The interrelations of vagal and accelerator effects on the cardiac rate. Am J Physiol. 1934;10:43–55
  23. Katona PG, Mclean M, Dighton DH, Guz A. Sympathetic and parasympathetic cardiac control in athletes and nonathletes at rest. J Appl Physiol. 1982;52:1652–1657
  24. Waugh A, Grant A. Anatomy and physiology in health and illness. London: Churchill Livingstone; 2001;
  25. Daubechies I. Orthonormal bases of compactly supported wavelets. Commun Pure Appl Math. 1988;41:909–996

PII: S0933-3657(06)00109-6

doi: 10.1016/j.artmed.2006.07.009

Artificial Intelligence in Medicine
Volume 38, Issue 3 , Pages 257-274 , November 2006