Comparison of EEG approximate entropy and complexity measures of depth of anaesthesia during inhalational general anaesthesia

Journal of Medical and Biological Engineering

Volumn 31, Issue 5, 2011, Pages 359-366

  Fan, Shou Zen ^a   Yeh, Jia Rong ^b,c   Chen, Bo Cun ^b   Shieh, Jiann Shing ^b,c  

^a NATIONAL TAIWAN UNIVERSITY   (Taiwan)

^b YUAN ZE UNIVERSITY   (Taiwan)

^c NATIONAL CENTRAL UNIVERSITY   (Taiwan)

Author keywords

Approximate entropy (ApEn); Bispectral index (BIS); Electroencephalogram (EEG); Lempel Ziv complexity (LZC)

Indexed keywords

APPROXIMATE ENTROPY; BISPECTRAL INDEX; COMPLEXITY MEASURES; DEPTH OF ANAESTHESIA; ELECTROENCEPHALOGRAM SIGNALS; LEMPEL ZIV COMPLEXITY; LINEAR METHODS; OFF-LINE ANALYSIS; QUANTIFICATION METHODS; RECOVERY PHASE; RECOVERY STAGES; SPECTRAL EDGE FREQUENCY; TRADITIONAL ASSESSMENT;

ELECTROENCEPHALOGRAPHY; ENTROPY; MAINTENANCE; PATIENT REHABILITATION; RECOVERY;

ANESTHESIOLOGY;

FENTANYL; ISOFLURANE;

ADULT; ANESTHESIA LEVEL; APPROXIMATE ENTROPY; ARTICLE; BISPECTRAL INDEX; CLINICAL ARTICLE; CONSCIOUSNESS; ELECTROENCEPHALOGRAM; ENTROPY; FEMALE; GENERAL ANESTHESIA; HUMAN; LEMPEL-ZIV COMPLEXITY; MALE; MEDIAN EDGE FREQUENCY; SPECTRAL EDGE FREQUENCY 95;

EID: 84867408487     PISSN: 16090985     EISSN: None     Source Type: Journal    
DOI: 10.5405/jmbe.820     Document Type: Article

References (43)

1. R. J. Pollard, J. P. Coyle, R. L. Gilbert and J. E. Beck, "Intraoperative awareness in a regional medical system: a review of 3 years' data," Anesthesiology, 106: 269-274, 2007.
2. P. S. Myles, K. Leslie, J. McNeil, A. Forbes and M. T. Chan, "Bispectral index monitoring to prevent awareness during anaesthesia, the B-Aware randomized trial," Lancet, 363: 1757-1763, 2004.
3. C. Lennmarken, K. Bildfors, G. Enlund, P. Samuelsson and R. Sandin, "Victims of awareness,'Mcta Anaesthesiol. Scand, 46: 229-231, 2002.
4. D. A. Linkens, J. S. Shieh and J. E. Peacock, "Hierarchical fuzzy modelling for monitoring depth of anaesthesia," Fuzzy Sets and Systems, 79: 43-57, 1996.
5. J. S. Shieh, D. A. Linkens and A. J. Asbury "A hierarchical system of on-line advisory for monitoring and controlling the depth of anaesthesia using self-organizing fuzzy logic," Eng. ApplArtif.Intell., 18: 307-316, 2005.
6. J. S. Shieh, D. A. Linkens and J. E. Peacock, "Hierarchical rule-based and self-organizing fuzzy logic control of anaesthesia," IEEE Trans. Syst. Man Cybern. CAppl. Rev., 29: 98-109, 1999.
7. I. J. Rampil, "A primer for EEG signal processing in anesthesia," Anesthesiology, 89: 980-1002, 1998.
8. R. Ferenets, T. Lipping, A. Anier, V. Jantti, S. Melto and S. Hovilehto, "Comparison of entropy and complexity measures for the assessment of depth of sedation," IEEE Trans. Biomed. Eng., 53: 1067-1077, 2006.
9. M. Messner, U. Beese, J. Romstock, M. Dinkel and K. Tschaikowsky "The bispectral index declines during neuromuscular block in fully awake persons," Anesth. Analg., 97: 488-491, 2003.
10. G N. Schmidt, P. Bischoff, T. Standl, A. Hellstern, O. Teuber and J. Schulte Esch, "Comparative evaluation of the Datex-Ohmeda S/5 entropy module and the bispectral index (R) monitor during propofol-remifentanil anesthesia," Anesthesiology, 101: 1283-1290, 2004.
11. S. Kreuer and W. Wilhelm, "The Narcotrend monitor," Best Pract. Res. Clin. Anaesthesiol., 20: 111-119, 2006.
12. T. Nishiyama and K. Hanaoka, "The A-line ARX index may be a more sensitive detector of arousal than the bispectral index during propofol-fentanyl-nitrous oxide anesthesia: a preliminary investigation," Can. J.Anaestk, 51: 539-544, 2004.
13. T. Lipping and V. Jantti, "EEG signal in monitoring brain function in anesthesia and intensive care: a review," Proc. EstonianAcad. Sci. Eng., 10: 95-109, 2004.
14. M. S. Avidan, L. Zhang, B. A. Burnside, K. J. Finkel, A. C. Searleman, J. A. Selvidge, L. Saager, M. S. Turner, S. Rao, M. Bottros, C. Hantler, E. Jacobsohn and A. S. Evers, "Anesthesia awareness and the bispectral index," N. Engl. J. Med., 358: 1097-1108,2008.
15. J. W. Sleigh and J. Donovan, "Comparison of bispectral index, 95% spectral edge frequency and approximate entropy of the EEQ with changes in heart rate variability during induction of general anaesthesia,"!??: J.Anaestk, 82: 666-671, 1999.
16. J. Bruhn, H. Ropcke and A. Hoeft, "Approximate entropy as an electroencephalographic measure of anesthetic drug effect during desflurane anesthesia," Anesthesiology, 92: 715-726, 2000.
17. J. Bruhn, T. W. Bouillon, L. Radulescu, A. Hoeft, E. Bertaccini and S. L. Shafer, "Correlation of approximate entropy, bispectral index, and spectral edge frequency 95 SEF(%) with clinical signs of "anesthetic depth" during coadministration of propofol and remifentanil," Anesthesiology, 98: 621-627, 2003.
18. R. Ferenets, A. Vanluchene, T. Lipping, B. Heyse and M. M. R. F. Strays, "Behavior of entropy/complexity measures of the electroencephalogram during propofol-induced sedation," Anesthesiology, 106: 696-706, 2007.
19. M. Koskinen, T. Seppanen, S. Tong, S. Mustola and N. V. Thakor, "Monotonicity of approximate entropy during transition from awareness to unresponsiveness due to propofol anesthetic induction," IEEE Trans. Biomed Eng, 53: 669-675, 2006.
20. R. J. Gajraj, M. Doi, H. Mantzaridis and G N. C. Kenny, "Analysis of the EEG bispectram, auditory evoked potentials and the EEG power spectrum during repeated transitions from consciousness to unconsciousness," Br. J. Anaesth., 80: 46-52, 1998.
21. M. Strays, L. Versichelen, E. Motrtier, D. Ryckaert, J. C. D. Mey C D. Deyne and G Roily "Comparison of spontaneous frontal EMQ EEG power spectrum and bispectral index to monitor propofol drag effect and emergence," Ada Anaesthesiol. Scand., 42: 628-636, 1998.
22. S. M. Pincus, "Approximate entropy as a measure of system complexity," Proc. Natl. Acad Sci. USA, 88: 2297-2301, 1991.
23. J. S. Richman and J. R. Moorman, "Physiological time-series analysis using approximate entropy and sample entropy," Am. J. Physiol. Heart Circ. Physiol, 278: 2039-2049, 2000.
24. K. K. Ho, G B. Moody, C. K. Peng, J. E. Mietus, M. G Larson, D Levy and A. L. Goldberger, "Predicting survival in heart failure case and control subjects by use of fully automated methods for deriving nonlinear and conventional indices of heart rate dynamics," Circulation, 96: 842-848, 1997.
25. N. Hazarika, A. C. Tsoi and A. A. Sergejew, "Nonlinear considerations in EEG signal classification," IEEE Trans. Signal Process., 45: 829-836, 1997.
26. I. Yaylali, H. Kocak and P. Jayakar, "Detection of seizures from small samples using nonlinear dynamic system theory," IEEE Trans. Biomed. Eng, 43: 743-751, 1996.
27. Z. J. Lempel, "On the complexity of finite sequences," IEEE Trans. Inf. Theory, 22: 75-81, 1976.
28. F. Kaspar and H. G Schuster, "Easily calculable measure for the complexity of spatiotemporal patterns," Phys. Rev. A, 36: 842-848, 1987.
29. X. S. Zhang, R. J. Roy and E. W. Jensen, "EEG complexity as a measure of depth of anesthesia for patients," IEEE Trans. Biomed £«g.,48: 1424-1433,2001.
30. th Ed.), Singapore: The McGraw-Hill Inc., 2005.
31. A. Schultz, M. Siedenberg, U. Grouven, T. Kneif and B. Schultz, "Comparison of narcotrend index, bispectral index, spectral and entropy parameters during induction of propofol-remifentanil anaesthesia,"/. Clin.Monit. Comput, 22: 103-111, 2008.
32. A. W. Doenicke, J. Kugler, E. Kochs, J. Rau, H. Miickter, R. Hoernecke, P. Conzen, H. Bromber and G Schneider, "The Narcotrend monitor and the electroencephalogram in propofol-induced sedation,"Anesth. Analg., 105: 982-992, 2007.
33. I. F. Russell, "The Narcotrend 'depth of anaesthesia' monitor cannot reliably detect consciousness during general anaesthesia: an investigation using the isolated forearm technique," Br. J. Anaesth., 96: 346-352, 2006.
34. C. F. Su, T. B. Kuo, J. S. Kuo, H. Y. Lai and H. I. Chen, "Sympathetic and parasympathetic activities evaluated by heart-rate variability in head injury of various severities," Clin. Neurophysiol, 116: 1273-1279,2005.
35. D. C. Galletly D. H. F. Buckley, B. J. Robinson and T. Corfiatis, "Heart rate variability during propofol anaesthesia," Br. J. Anaesth, 72: 219-220, 1994.
36. K. I. Iwasaki, H. Suzuki, S. Saeki, K. Mase, S. Ogawa, K. Hirayanagi and K. Yajima, "Parasympathetic nervous activity after administration of atropine and neostigmine using heart rate spectral analysis," J. Anesth, 11: 22-26, 1997.
37. M. Tooley and I. Thomas, "Surgical diathermy," Anaesth. Intensive Care Med., 8: 464-467, 2007.
38. J. Moyle, "Surgical diathermy," Surgery (Oxford), 20: 112-114, 2002.
39. A. Lavinio, E. A. Schmidt, C. Haubrich, P. Smielewski, J. D. Pickard and M. Czosnyka, "Noninvasive evaluation of dynamic cerebrovascular autoregulation using Finapres plethysmograph and transcranial Doppler," Stroke, 38: 402-404, 2007
40. B. Schmidt, M. Czosnyka, A. Raabe, H. Yahya, J. J. Schwarze, D. Sackerer, D. Sander and J. Klingelhofer, "Adaptive noninvasive assessment of intracranial pressure and cerebral autoregulation," Stroke, 34: 84-89,2003.
41. M. Costa, A. A. Priplata, L. A. Lipsitz, Z. Wu, N. E. Huang, A. L. Goldberger and C. K. Peng, "Noise and poise: enhancement of postural complexity in the elderly with a stochastic-resonance-based therapy," Europhys. Lett., 11: 68008, 2007.
42. S. M. Pincus and A. L. Goldberger, "Physiological time-series analysis: What does regularity quantify?" Am. J. Physiol, 266: H1643-H1656, 1994.
43. S. M. Pincus, I. M. Gladstone and R. A. Ehrenkranz, "A regularity statistic for medical data analysis," J. Clin. Monit. Comput.,1: 335-345, 1991.