Complexity modeling: Identify instability early

Critical Care Medicine

Volumn 38, Issue 10 SUPPL., 2010, Pages

  Pinsky, Michael R ^a  

^a UNIVERSITY OF PITTSBURGH SCHOOL OF MEDICINE   (United States)

Author keywords

Complexity of disease; Nonlinear analysis; Outcome prediction

Indexed keywords

ACUTE LUNG INJURY; BREATHING RATE; CHAOS THEORY; CONFERENCE PAPER; HEART ATRIUM FIBRILLATION; HUMAN; LINEAR SYSTEM; MULTIPLE ORGAN FAILURE; NONLINEAR SYSTEM; OUTCOME ASSESSMENT; PREDICTION; PRIORITY JOURNAL; RR INTERVAL; SEPSIS; SEPTIC SHOCK; SINUS RHYTHM; SYNDROME; THEORETICAL MODEL;

EID: 78650381971     PISSN: 00903493     EISSN: 15300293     Source Type: Journal    
DOI: 10.1097/CCM.0b013e3181f24484     Document Type: Conference Paper

References (39)

1. Coveney P, Highfield R: Frontiers of Complexity. London, UK, Faber and Faber, 1995
2. Kauffman S: At Home in the Universe. London, UK, Penguin, 1996
3. Cannon WB: The Wisdom of the Body. New York, NY, W. W. Norton, 1927
4. Goldberger AL, West B: Chaos in physiology: Health or disease? In: Chaos in Biological Systems. Holton A, Olsen LF (Eds). New York, NY, Plenum Press, 1987
5. Goldberger AL: Applications of chaos to physiology and medicine. In: Applied Chaos. Kim JH, Stringer J (Eds). New York, NY, John Wiley & Sons, 1992
6. Lorenz E. Deterministic nonperiodic flow. J Atmosph Sci 1963;20:130-141
7. Lippman N, Stein KM, Lerman BB: Nonlinear forecasting and the dynamics of cardiac rhythm. J Electrocardiol 1995;28(Suppl): 65-70
8. Baxt WG: Complexity, chaos and human physiology: The justification for non-linear neural computational analysis. Cancer Lett 1994;77:85-93
9. West BJ: Fractal Physiology and Chaos in Medicine. River Edge, NJ, World Scientific, 1990
10. Goldberger AL, Rigney DR, West BJ: Chaos and fractals in human physiology. Sci Am 1990;262:42-49
11. Skinner JE, Carpeggiani C, Landisman CE, et al: Correlation dimension of heartbeat intervals is reduced in conscious pigs by myocar-dial ischemia. Circ Res 1991;68:966-976
12. Garfinkel A, Spano ML, Ditto WL, et al: Controlling cardiac chaos. Science 1992;257:1230-1235
13. Mandelbrot B: The Fractal Geometry of Nature. New York, NY, W. H. Freeman, 1982
14. Gleick J: Chaos. London, UK, Heinemann, 1988
15. Mandell AJ, Schlesinger MF: Lost choices, parallelism, and topological entropy decrements in neurobiological aging. Krasner S (Ed). In: The Ubiquity of Chaos. Washington, DC, American Association for the Advancement of Science, 1990, pp 35-46
16. Holm S: Does chaos theory have major implications for philosophy of medicine? Med Humanit 2002;28:78-81
17. Wilson T, Holt T, Greenhalgh T: Complexity science: Complexity and clinical care. BMJ 2001;323:685-688
18. van Ravenswaaij-Arts CM, Kollée LA, Hopman JC, et al: Heart rate variability. Ann Intern Med 1993;118:436-447
19. Goldberger AL, Findley LJ, Blackburn MR, et al: Nonlinear dynamics in heart failure: Implications of long-wavelength cardiopulmo-nary oscillations. Am Heart J 1990;107:612-615
20. Bernardi L, Calciati A, Gratarola A, et al: Heart rate-respiration relationship: Computerized method for early assessment of cardiac autonomic damage in diabetic patients. Acta Cardiol 1986;41:197-206
21. Bernardi L, Keller F, Sanders M, et al: Respiratory sinus arrhythmia in the denervated human heart. J Appl Physiol 1989;67:1447-1455
22. Glass L, Zeng W: Complex bifurcations and chaos in simple theoretical models of cardiac oscillations. Ann N Y Acad Sci 1990;316-327
23. Woo MA, Stevenson WG, Moser DK: Patterns of beat-to-beat heart rate variability in advanced heart failure. Am Heart J 1992;123:704-710
24. Saul JP, Arai Y, Berger RD, et al: Assessment of autonomic regulation in chronic congestive heart failure by heart rate spectral analysis. Am J Cardiol 1988;61:1292-1299
25. Hayano J, Sakakibara Y, Yamada M, et al: Decreased magnitude of heart rate spectral components in coronary artery disease. Its relation to angiographic severity. Circulation 1990;81:1217-1224
26. Goldberger AL, Rigney DR, Mietus J, et al: Nonlinear dynamics in sudden cardiac death syndrome: Heartrate oscillations and bifurcations. Experientia 1998;44:983-987
27. Pipilis A, Flather M, Ormerod O, et al: Heart rate variability in acute myocardial infarction and its association with infarct site and clinical course. Am J Cardiol 1991;67:1137-1139
28. Richards DAB, Byth K, Ross DL, et al: What is the best predictor of spontaneous ventricular tachycardia and sudden death after myocardial infarction? Circulation 1991;83:756-763
29. Multicenter Post-Infarction Research Group: Risk stratification and survival after myocar-dial infarction. N Engl J Med 1983;309:331-336
30. Marchlinski FE, Buxton QE, Waxman HL, et al: Identifying patients at risk of sudden death after myocardial infarction: Value of the response to programmed stimulation, degree of ventricular activity and severity of left ventricular dysfunction. Am J Cardiol 1983;52:1190-1196
31. Pinsky MR, Matuschak GM (Eds): Critical Care Clinics. Multiple Systems Organ Failure. Orlando, FL, W. B. Saunders, 1989, pp 195-413
32. Burykin A, Buchman TG: Cardiorespiratory dynamics during transitions between mechanical and spontaneous ventilation in intensive care. Complexity 2008;13:40-59
33. Pinsky MR, Vincent JL, Deviere J, et al: Serum cytokine levels in human septic shock. Relation to multiple-system organ failure and mortality. Chest 1993;103:565-575
34. Rosenbloom AJ, Pinsky MR, Napolitano C, et al: Suppression of cytokine-mediated beta2-integrin activation on circulating neutro-phils in critically ill patients. J Leukoc Biol 1999;66:83-89
35. Adrie C, Pinsky MR: The inflammatory balance in human sepsis. Intensive Care Med 2000;26:364-375
36. Adrie C, Bachelet M, Vayssier-Taussat M, et al: Mitochondrial membrane potential and apoptosis peripheral blood monocytes in severe human sepsis. Am J Respir Crit Care Med 2001;164:389-395
37. 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
38. Hravnak M, Edwards L, Clontz A, et al: Defining the incidence of cardiorespiratory instability in patients in step-down units using an electronic integrated monitoring system. Arch Intern Med 2008;168:1300-1308
39. Tarassenko L, Hann A, Young D: Integrated monitoring and analysis for early warning of patient deterioration. Br J Anaesth 2006;97:64-68