Journal of Critical Care
Volume 25, Issue 1 , Pages 39-46 , March 2010

Biosignal analysis techniques for weaning outcome assessment

References 

  1. Epstein SK, Ciubotaru RL, Wong JB. Effect of failed extubation on the outcome of mechanical ventilation. Chest. 1997;112:186–192
  2. Mead M, Guyatt G, Cook D, et al. Predicting success in weaning from mechanical ventilation. Chest. 2001;120:400–424
  3. Jubran A, Tobin MJ. Pathophysiologic basis of acute respiratory distress in patients who fail a trial of weaning from mechanical ventilation. Am J Respir Crit Care Med. 1997;155:906–915
  4. Buchman TG. The community of the self. Nature. 2002;420:246–451
  5. Godin PJ, Buchman TG. Uncoupling of biological oscillators: a complementary hypothesis concerning the pathogenesis of multiple organ dysfunction syndrome. Crit Care Med. 1996;24:1107–1116
  6. Kennedy H. Heart rate variability—a potential, noninvasive prognostic index in the critically ill patient. Crit Care Med. 1998;26:213–214
  7. Annane D, Trabold F, Sharshar T, et al. Inappropriate sympathetic activation at onset of septic shock. Am J Respir Crit Care Med. 1999;160:458–465
  8. Seely AJE, Christou NV. Multiple organ dysfunction syndrome: exploring the paradigm of complex nonlinear systems. Crit Care Med. 2000;28:2193–2200
  9. Priori SG, Aliot E, Blomstrom-Lundqvist C, et al. Task Force on Sudden Cardiac Death of the European Society of Cardiology. Eur Heart J. 2001;16:1374–1450
  10. Tobin MJ, Mador MJ, Guenther SM, et al. Variability of resting respiratory drive and timing in healthy subjects. J Appl Physiol. 1988;65:309–317
  11. Bruce EN. Temporal variations in the pattern of breathing. J Appl Physiol. 1996;84:1079–1087
  12. Khoo MC, Kronauer RE, Strohl KP, et al. Factors inducing periodic breathing in humans. J Appl Physiol. 1982;53:644–659
  13. Brack T, Jubran A, Tobin MJ. Dyspnea and decreased variability of breathing in patients with restrictive lung disease. Am J Respir Crit Care Med. 2002;165:1260–1264
  14. Tobin MJ, Yang KL, Jubran A, et al. Interrelationship of breath components in neighboring breaths of normal eupneic subjects. Am J Respir Crit Care Med. 1995;152:1967–1976
  15. Marchant BP. Time-frequency analysis for biosystems engineering. Biosyst Eng. 2003;85:261–281
  16. Perez W, Tobin MJ. Separation of factors responsible for change in breathing pattern induced by instrumentation. J Appl Physiol. 1985;59:1515–1520
  17. Lombardi F, Sandrone G, Pernptuner S, et al. Heart rate variability as an index of sympathovagal interaction after myocardial infarction. Am J Cardiol. 1987;60:1239–1245
  18. Task Force of the European Society of Cardiology and the North American Society of Pacing and Electrophysiology . Standards of measurement, physio-logical interpretation and clinical use. Circulation. 1996;93:1043–1065
  19. Modarreszadeh M, Bruce EN, Gothe B. Nonrandom variability in respiratory cycle parameters of humans during stage 2 sleep. J Appl Physiol. 1990;69:630–639
  20. Casaseca-de-la-Higuera P, Martin-Fernandez M, Alberola-Lopez C. Weaning from mechanical ventilation: a retrospective analysis leading to a multimodal perspective. IEEE Trans Biomed Eng. 2006;53:1330–1345
  21. Pincus SM, Gladstone IM, Ehrenkranz RA. A regularity statistic for medical data analysis. J Clin Monit. 1991;7:335–345
  22. Pincus SM, Goldberger AL. Physiological time-series: what does regularity quantify. Am J Physiol Heart Circ Physiol. 1994;266:1643–1645
  23. Richmann JS, Moorman JR. Physiological time-series analysis using approximate entropy and sample entropy. Am J Physiol Heart Circ Physiol. 2000;278:2039–2049
  24. Webber CL, Zbilut JP. Dynamical assessment of physiological systems and status using recurrence plot strategies. J Appl Physiol. 1994;76:965–973
  25. Kamen PW, Tonkin AM. Application of the Poincaré plot to heart rate variability: a new measure of functional status in heart failure. Aust NZ J Med. 1995;25:18–26
  26. Koshiya N, Smith JC. Neuronal pacemaker for breathing visualized in vitro. Nature. 1999;400:360–363
  27. Del Negro CA, Wilson CG, Butera RJ, et al. Periodicity, mixed-mode oscillations and quasiperiodicity in a rhythm-generating neural network. Biophysical Journal. 2002;82:206–214
  28. Chen X, Chon KH, Solomon IC. Chemical activation of pre-Botzinger complex in vivo reduces respiratory network complexity. Am J Physiol Regul Integr Comp Physiol. 2005;288:1237–1247
  29. Jubran A, Grant BJ, Tobin MJ. Effect of hyperoxic hypercapnia on variational activity of breathing. Am J Respir Crit Care Med. 1997;156:1129–1139
  30. Fiamma MN, Straus C, Thibault S, et al. Effects of hypercapnia and hypocapnia on ventilatory variability and chaotic dynamics of ventilatory flow in humans. Am J Physiol Regul Integr Comp Physiol. 2007;292:1985–1993
  31. Sako T, Burioka N, Suyama H, et al. Nonlinear behaviour of human respiratory movement during different sleep stages. Chronobiol Int. 2001;18:71–83
  32. Yeragani VK, Radhakrishna RK, Tancer M, et al. Nonlinear measures of respiration: respiratory irregularity and increased chaos of respiration in patients with panic disorder. Neuropsychobiology. 2002;46:111–120
  33. Sammon MP, Bruce EN. Vagal afferent activity increases dynamical dimension of respiration in rats. J Appl Physiol. 1991;70:1748–1762
  34. Daubenspeck JA. Influence of small mechanical loads on variability of breathing pattern. J Appl Physiol. 1981;50:299–306
  35. Weinberger SE, Schwartzstein RM, Weiss JW. Hypercapnia. N Engl J Med. 1989;321:1223–1231
  36. Preas HL, Jubran A, Vandivier RW, et al. Effect of endotoxin on ventilation and breath variability. Am J Respir Crit Care Med. 2001;164:620–626
  37. Georgopoulos D, Bshouty Z, Younes M, et al. Hypoxic exposure and activation of the afterdischarge mechanism in conscious humans. J Appl Physiol. 1990;69:1159–1164
  38. DeLaCadena RA, Suffredini AF, Page JD, et al. Activation of the kallikrein-kinin system after endotoxin administration to normal human volunteers. Blood. 1993;81:3313–3317
  39. Engoren M. Approximate entropy of respiratory rate and tidal volume during weaning from mechanical ventilation. Crit Care Med. 1998;26:1817–1823
  40. Bigger JT, Fleiss JL, Steinman RC, et al. Frequency domain measures of heart period variability and mortality after myocardial infarction. Circulation. 1992;85:164–171
  41. Goldstein B, Kepmpski MH, Stair D. Autonomic modulation of heart rate variability during endotoxin shock in rabbits. Crit Care Med. 1995;23:1694–1702
  42. El Khatib M, Jamaleddine G, Soubra R, et al. Pattern of spontaneous breathing: potential marker for weaning outcome. Intensive Care Med. 2001;27:52–58
  43. Grassberger P, Procaccia I. Characterization of strange attractors. Phys Rev Lett. 1983;50:346–349
  44. Bien MY, Hseu SS, Yien HW, et al. Breathing pattern variability: a weaning predictor in postoperative patients recovering from systemic inflammatory response syndrome. Intensive Care Med. 2004;30:241–247
  45. Wysocki M, Cracco C, Teixeira A, et al. Reduced breathing variability as a predictor of unsuccessful patient separation from mechanical ventilation. Crit Care Med. 2006;34:2076–2083
  46. Caminal P, Domingo L, Giraldo BF, et al. Variability analysis of the respiratory volume based on non-linear prediction methods. Med Biol Eng Comput. 2004;42:86–91
  47. Brochard L. Breathing: does regular mean normal?. Crit Care Med. 1998;26:1773–1774
  48. Moody GB, Mark RG. A database to support development and evaluation of intelligent intensive care monitoring. IEEE Comput Cardiol. 1996;23:657–660

PII: S0883-9441(09)00114-2

doi: 10.1016/j.jcrc.2009.04.006

Journal of Critical Care
Volume 25, Issue 1 , Pages 39-46 , March 2010