A study of electroencephalographic descriptors and end-tidal concentration in estimating depth of anesthesia

Journal of Clinical Monitoring

Volumn 12, Issue 5, 1996, Pages 353-364

  Muthuswamy, Jitendmn ^a   Roy, Rob ^a   Sharma, Ashutosh ^a  

^a RENSSELAER POLYTECHNIC INSTITUTE   (United States)

Author keywords

Bispectrum; Depth of anesthesia; EEG; Neural networks; Spectral edge frequency; Tail clamp

Indexed keywords

ELECTROENCEPHALOGRAPHY; LIVING SYSTEMS STUDIES; NEURAL NETWORKS; PHYSIOLOGICAL MODELS;

DEPTH OF ANESTHESIA; ELECTROENCEPHALOGRAPHIC DESCRIPTORS; END TIDAL CONCENTRATION; SPECTRAL EDGE FREQUENCY;

ANESTHESIOLOGY;

HALOTHANE; NITROUS OXIDE;

ANESTHESIA LEVEL; ANIMAL EXPERIMENT; ARTICLE; CONTROLLED STUDY; DOG; ELECTROENCEPHALOGRAM; NERVE CELL NETWORK; NONHUMAN; PATIENT MONITORING;

ANESTHESIA, INHALATION; ANESTHETICS, INHALATION; ANIMALS; DOGS; ELECTROENCEPHALOGRAPHY; FOURIER ANALYSIS; HALOTHANE; MONITORING, INTRAOPERATIVE; NEURAL NETWORKS (COMPUTER); NITROUS OXIDE; SIGNAL PROCESSING, COMPUTER-ASSISTED;

EID: 0030249087     PISSN: 07481977     EISSN: None     Source Type: Journal    
DOI: 10.1007/bf02077633     Document Type: Article

References (33)

1. Schwilden H, Stoeckel H. Quantitative EEG analysis during anaesthesia with isoflurane in nitrous oxide at 1.3 and 1.5 MAC. Brit J Anaesth 1987; 59: 738-745
2. Rampil I, Matteo R. Changes in EEG spectral edge frequency correlate with the hemodynamic response to laryngoscopy and intubation. Anesthesiology 1987; 67: 139-142
3. Drummond JC, Brann CA, Perkins DE, Wolfe DE. A comparison of median frequency, spectral edge frequency, a frequency band power ratio, total power and dominance shift in the determination of depth of anesthesia. Acta Anaesth Scand 1991; 35: 693-699
4. Cooke JE, Scott JC. Theta ratio - a better correlate of anesthetic depth. Anesthesiology 1986; 65: A541
5. Shah NK, Long CW, Bedford RF. Delta-shift: An EEC sign of awakening during light isoflurane anesthesia. Anesth Analg 1988; 67: S206
6. Levy WJ. Power spectrum correlates of changes in consciousness during anesthetic induction with enflurane. Anesthesiology 1986; 64: 688-693
7. Huber PJ, Kleiner B, Gasser T, Dumermuth G. Statistical methods for investigating phase relations in stationary stochastic processes. IEEE Transactions on Audio and Electroacoustics 1971; 19: 78-86
8. Barnett TP, Johnson LC, Naitoh P et al. Bispectrum analysis of electroencephalogram signals during waking and sleeping. Science 1971; 172: 401-402
9. Kearse LA, Manberg P, Chamoun N, deBros F, Zaslavsky A. Bispectral analysis of the electroencephalogram correlates with patient movement to skin incision during propofol/nitrous oxide anesthesia. Anesthesiology 1994; 81: 1365-1370
10. Kearse LA, Saini V, debros F, Chamoun N. Bispectral analysis of EEG may predict anesthetic depth during narcotic induction. Anesthesiology 1991; 75: A175
11. Sebel PS, Bowles S, Saini V, Chamoun N. Accuracy of EEG in predicting movement at incision during isoflurane anesthesia. Anesthesiology 1991; 75: A446
12. VernonJ, Bowles S, Sebel PS, Chamoun N. EEG bispectrum predicts movement at incision during isoflurane or propofol anesthesia. Anesthesiology 1992; 77: A502
13. Lien CA, Berman M, Saini V, Matteo RS, Sharp GJ, Chamoun N. The accuracy of the EEG in predicting hemodynamic changes with incision during isoflurane anesthesia. Anesth Analg 1992; 74: S187
14. NingTK, BronzinoJD. Bispectral analysis of the rat EEG during various vigilance states. IEEE Trans Biomed Eng 1989; 36: 497-499
15. Veselis R A, Reinsei R, Sommer S, Carlon G. Use of neural network analysis to classify electroencephalographic patterns against depth of midazolam sedation in intensive care unit patients. J Clin Monit 1991; 7: 259-267
16. Watt RC, Navabi MJ, Scipione PJ, Hameroff SR, Maslana ES. Neural network estimation of anesthetic dose using EEG spectral signatures. Anesthesiology 1990; 73: A470
17. Sigl JC, Chamoun NG. An introduction to bispectral analysis for the electroencephalogram. J Clin Monit 1994; 10: 392-404
18. Ning TK, Bronzino JD. Autoregressive and bispectral analysis techniques: EEG applications. IEEE Eng Med Biol 1990; 47-49
19. Nikias CL, Raghuveer MR. Bispectrum estimation: A digital signal processing framework. IEEE Proc 1987; 75: 869-891
20. Lippman RP. An introduction to computing with neural nets. IEEE Acoustics Speech and Signal Processing 1987; 4-22
21. Hertz J, Krogh A, Palmer RG. Introduction to the theory of neural computation. Redwood City, CA: Addison-Wesley, 1991:141-156
22. Redding RW. Canine electroencephalography. In: Hoerlin BF, ed. Canine neurology: Diagnosis and treatment. Philadelphia: WB Saunders, 1965: 55-70
23. Vishnoi R, Roy RJ. Adaptive control of closed circuit anesthesia. IEEE Trans Biomed Eng 1991; 38: 39-47
24. Eger El, Saidman LJ, Brandstater B. Minimum alveolar anesthetic concentration: A standard of anesthetic potency. Anesthesiology 1965; 26 (6): 756-763
25. MuthuswamyJ, Roy RJ. Bispectrum analysis of EEC of a dog to determine the depth under halothane anesthesia. Proc 19th IEEE Annual Northeast Bioeng Conf 1993; 5-6
26. Quasha AL, Eger El, Tinker JH. Determination and applications of MAC. Anesthesiology 1980; 53: 315-334
27. Hecht-Nielson R. Neurocomputing. Redwood City, CA: Addison-Wesley, 1991:118-119
28. Mehrotra KG, Mohan CK, Ranka S. Bounds on the number of samples needed for neural learning. IEEE Trans Neural Networks 1991; 2: 548-558
29. Lenat DB. On automated scientific theory formation: A case study using the AM program. In: Hayes JE et al., eds. Machine Intelligence. New York: Halsted Press, 1977: 251-286
30. Ahmad S, Tesauro G. Scaling and generalization in neural networks: A case study. Proc Neural Info Processing Conf 1988; 1:160-176
31. Zbinden AM, Peterson-Felix S, Thomson DA. Anesthetic depth defined using multiple noxious stimuli during isoflurane/oxygen anesthesia. II. Hemodynamic responses. Anesthesiology 1994; 80: 261-267
32. Dwyer RC, Rampil IJ, Eger El, Bennett HL. The electroencephalogram does not predict depth of isoflurane anesthesia. Anesthesiology 1994; 81: 403-409
33. Rampil IJ, Laster MJ. No correlation between quantitative electroencephalographic measurements and movement response to noxious stimuli during isoflurane anesthesia in rats. Anesthesiology 1992; 77: 920-925