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Volumn 7, Issue 3, 2012, Pages

EEG-based automatic classification of 'awake' versus 'anesthetized' state in general anesthesia using granger causality

Author keywords

[No Author keywords available]

Indexed keywords

ADULT; ARTICLE; AUTOMATION; BRAIN REGION; CLINICAL ARTICLE; CONSCIOUSNESS LEVEL; CONTROLLED STUDY; DISCRIMINANT ANALYSIS; ELECTROENCEPHALOGRAPHY; GENERAL ANESTHESIA; GRANGER CAUSALITY; HUMAN; INTERMETHOD COMPARISON; MALE; STATISTICAL CONCEPTS; SUPPORT VECTOR MACHINE; WAKEFULNESS; ADOLESCENT; METHODOLOGY; MIDDLE AGED;

EID: 84858734562     PISSN: None     EISSN: 19326203     Source Type: Journal    
DOI: 10.1371/journal.pone.0033869     Document Type: Article
Times cited : (75)

References (67)
  • 1
    • 33746599009 scopus 로고    scopus 로고
    • The entwined mysteries of anaesthesia and consciousness
    • Hammeroff SR, (2006) The entwined mysteries of anaesthesia and consciousness. Anesthesiology 105: 400-412.
    • (2006) Anesthesiology , vol.105 , pp. 400-412
    • Hammeroff, S.R.1
  • 2
    • 0031657514 scopus 로고    scopus 로고
    • A primer for EEG signal processing in anesthesia
    • Rampil IJ, (1998) A primer for EEG signal processing in anesthesia. Anesthesiology 89: 980-1002.
    • (1998) Anesthesiology , vol.89 , pp. 980-1002
    • Rampil, I.J.1
  • 3
    • 85146037757 scopus 로고    scopus 로고
    • Cortical disintegration mechanism of anesthetic-induced unconsciousness
    • In: Hudetz AG, Pearce R, editors, Humana Press
    • Hudetz AG, (2010) Cortical disintegration mechanism of anesthetic-induced unconsciousness. In: Hudetz AG, Pearce R, editors. Suppressing the Mind Contemporary Clinical Neuroscience Humana Press pp. 99-125.
    • (2010) Suppressing the Mind Contemporary Clinical Neuroscience , pp. 99-125
    • Hudetz, A.G.1
  • 4
    • 33750068606 scopus 로고    scopus 로고
    • Integrating the science of consciousness and anesthesia
    • Mashour GA, (2006) Integrating the science of consciousness and anesthesia. Anesth Analg 103: 975-982.
    • (2006) Anesth Analg , vol.103 , pp. 975-982
    • Mashour, G.A.1
  • 5
    • 0034268955 scopus 로고    scopus 로고
    • Toward a unified theory of narcosis: brain imaging evidence for a thalamocortical switch as the neurophysiologic basis of anesthetic-induced unconsciousness
    • Alkire MT, Haier RJ, Fallon JH, (2000) Toward a unified theory of narcosis: brain imaging evidence for a thalamocortical switch as the neurophysiologic basis of anesthetic-induced unconsciousness. Conscious Cogn 9: 370-386.
    • (2000) Conscious Cogn , vol.9 , pp. 370-386
    • Alkire, M.T.1    Haier, R.J.2    Fallon, J.H.3
  • 6
    • 0033169052 scopus 로고    scopus 로고
    • Brain mechanisms of propofol-induced loss of consciousness in humans: a Positron Emission Tomographic study
    • Fiset P, Paus T, Daloze T, Plourde G, Meuret P, et al. (1999) Brain mechanisms of propofol-induced loss of consciousness in humans: a Positron Emission Tomographic study. J Neurosci 19: 5506-5513.
    • (1999) J Neurosci , vol.19 , pp. 5506-5513
    • Fiset, P.1    Paus, T.2    Daloze, T.3    Plourde, G.4    Meuret, P.5
  • 7
    • 33745713031 scopus 로고    scopus 로고
    • Depth of anaesthesia monitoring: what's available, what's validated and what's next?
    • Bruhn J, Myles PS, Sneyd R, Struys MMRF, (2006) Depth of anaesthesia monitoring: what's available, what's validated and what's next? British Journal of Anaesthesia 97: 85-94.
    • (2006) British Journal of Anaesthesia , vol.97 , pp. 85-94
    • Bruhn, J.1    Myles, P.S.2    Sneyd, R.3    Struys, M.M.R.F.4
  • 8
    • 0037237402 scopus 로고    scopus 로고
    • Anaesthetists' attitudes towards awareness and depth-of-anaesthesia monitoring
    • Myles PS, Symons JA, Leslie K, (2003) Anaesthetists' attitudes towards awareness and depth-of-anaesthesia monitoring. Anaesthesia 58: 11-16.
    • (2003) Anaesthesia , vol.58 , pp. 11-16
    • Myles, P.S.1    Symons, J.A.2    Leslie, K.3
  • 10
    • 0028533403 scopus 로고
    • An introduction to bispectral analysis of the electroencephalogram
    • Sigl JC, Chamoun NG, (1994) An introduction to bispectral analysis of the electroencephalogram. J Clin Monit Comput 10: 392-404.
    • (1994) J Clin Monit Comput , vol.10 , pp. 392-404
    • Sigl, J.C.1    Chamoun, N.G.2
  • 11
    • 0842348904 scopus 로고    scopus 로고
    • Description of the Entropy Algorithm as applied in the Datex-Ohmeda S/5 Entropy Module
    • Viertiö-Oja H, Maja V, Särkelä M, Talja P, Tenkanen N, et al. (2004) Description of the Entropy Algorithm as applied in the Datex-Ohmeda S/5 Entropy Module. Acta Anaesthesiol Scand 48: 154-161.
    • (2004) Acta Anaesthesiol Scand , vol.48 , pp. 154-161
    • Viertiö-Oja, H.1    Maja, V.2    Särkelä, M.3    Talja, P.4    Tenkanen, N.5
  • 12
    • 33244495314 scopus 로고    scopus 로고
    • The Narcotrend "depth of anaesthesia" monitor cannot reliably detect consciousness during general anaesthesia: an investigation using the isolated forearm technique
    • Russell IF, (2006) 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) Br J Anaesth , vol.96 , pp. 346-352
    • Russell, I.F.1
  • 15
    • 0033033156 scopus 로고    scopus 로고
    • Nitrous oxide does not alter bispectral index: study with nitrous oxide as sole agent and as an adjunct to i.v. anaesthesia
    • Barr G, Jakobsson JG, Owall A, Anderson RE, (1999) Nitrous oxide does not alter bispectral index: study with nitrous oxide as sole agent and as an adjunct to i.v. anaesthesia. British Journal of Anaesthesia 82: 827-830.
    • (1999) British Journal of Anaesthesia , vol.82 , pp. 827-830
    • Barr, G.1    Jakobsson, J.G.2    Owall, A.3    Anderson, R.E.4
  • 16
    • 53449093468 scopus 로고    scopus 로고
    • Are we unconscious during general anesthesia?
    • Hudetz AG, (2008) Are we unconscious during general anesthesia? Intl Anesth Clinics 46: 25-42.
    • (2008) Intl Anesth Clinics , vol.46 , pp. 25-42
    • Hudetz, A.G.1
  • 18
    • 67849094331 scopus 로고    scopus 로고
    • Practical use of the raw electroencephalogram waveform during general anesthesia: the art and science
    • Bennett C, Voss LJ, Barnard JPM, Sleigh JW, (2009) Practical use of the raw electroencephalogram waveform during general anesthesia: the art and science. Anesth Analg 109: 539-550.
    • (2009) Anesth Analg , vol.109 , pp. 539-550
    • Bennett, C.1    Voss, L.J.2    Barnard, J.P.M.3    Sleigh, J.W.4
  • 21
    • 77952297676 scopus 로고    scopus 로고
    • The effect of filtering on Granger causality based multivariate causality measures
    • Florin E, Gross J, Pfeifer J, Fink GR, Timmermann L, (2010) The effect of filtering on Granger causality based multivariate causality measures. NeuroImage 50: 577-588.
    • (2010) NeuroImage , vol.50 , pp. 577-588
    • Florin, E.1    Gross, J.2    Pfeifer, J.3    Fink, G.R.4    Timmermann, L.5
  • 22
    • 0000351727 scopus 로고
    • Investigating causal relations by econometric models and cross-spectral methods
    • Granger CWJ, (1969) Investigating causal relations by econometric models and cross-spectral methods. Econometrica 37: 424-438.
    • (1969) Econometrica , vol.37 , pp. 424-438
    • Granger, C.W.J.1
  • 23
    • 0003328102 scopus 로고
    • The theory of prediction
    • In: Beckenbach EF, editors, New York, McGraw-Hill
    • Wiener N, (1956) The theory of prediction. In: Beckenbach EF, editors. Modern Mathematics for Engineers New York McGraw-Hill.
    • (1956) Modern Mathematics for Engineers
    • Wiener, N.1
  • 24
    • 84889407828 scopus 로고    scopus 로고
    • Granger Causality: Basic Theory and Application to Neuroscience
    • In: Schelter B, Winterhalder M, Timmer J, editors, Wiley-VCH Verlage
    • Ding M, Chen Y, Bressler SR, (2006) Granger Causality: Basic Theory and Application to Neuroscience. In: Schelter B, Winterhalder M, Timmer J, editors. Handbook of Time Series Analysis Wiley-VCH Verlage pp. 451-474.
    • (2006) Handbook of Time Series Analysis , pp. 451-474
    • Ding, M.1    Chen, Y.2    Bressler, S.R.3
  • 25
    • 0037473234 scopus 로고    scopus 로고
    • The use of time-variant EEG Granger causality for inspecting directed interdependencies of neural assemblies
    • Hesse W, Möller E, Arnold M, Schack B, (2003) The use of time-variant EEG Granger causality for inspecting directed interdependencies of neural assemblies. J Neurosci Meth 124: 27-44.
    • (2003) J Neurosci Meth , vol.124 , pp. 27-44
    • Hesse, W.1    Möller, E.2    Arnold, M.3    Schack, B.4
  • 26
    • 34247480179 scopus 로고
    • Testing the null hypothesis of stationarity against the alternative of a unit root
    • Kwiatkowski D, Phillips PCB, Schmidt P, Shin Y, (1992) Testing the null hypothesis of stationarity against the alternative of a unit root. Journal of Econometrics 54: 159-178.
    • (1992) Journal of Econometrics , vol.54 , pp. 159-178
    • Kwiatkowski, D.1    Phillips, P.C.B.2    Schmidt, P.3    Shin, Y.4
  • 27
    • 74149089224 scopus 로고    scopus 로고
    • A MATLAB toolbox for Granger causal connectivity analysis
    • Seth AK, (2010) A MATLAB toolbox for Granger causal connectivity analysis. J Neurosci Meth 186: 262-273.
    • (2010) J Neurosci Meth , vol.186 , pp. 262-273
    • Seth, A.K.1
  • 28
    • 78650014134 scopus 로고
    • Testing for serial correlation in least squares regression I
    • Durbin J, Watson GS, (1950) Testing for serial correlation in least squares regression I. Biometrika 37: 409-428.
    • (1950) Biometrika , vol.37 , pp. 409-428
    • Durbin, J.1    Watson, G.S.2
  • 29
    • 0034220863 scopus 로고    scopus 로고
    • Short-window spectral analysis of cortical event-related potentials by adaptive multivariate autoregressive modeling: data preprocessing, model validation, and variability assessment
    • Ding M, Bressler SL, Yang W, Liang H, (2000) Short-window spectral analysis of cortical event-related potentials by adaptive multivariate autoregressive modeling: data preprocessing, model validation, and variability assessment. Biological Cybernetics 83: 35-45.
    • (2000) Biological Cybernetics , vol.83 , pp. 35-45
    • Ding, M.1    Bressler, S.L.2    Yang, W.3    Liang, H.4
  • 30
    • 84889407828 scopus 로고    scopus 로고
    • Granger Causality: Basic Theory and Application to Neuroscience
    • In: Schelter B, Winterhalder M, Timmer J, editors, Wiley-VCH Verlage
    • Ding M, Chen Y, Bressler SL, (2006) Granger Causality: Basic Theory and Application to Neuroscience. In: Schelter B, Winterhalder M, Timmer J, editors. Handbook of Time Series Analysis Wiley-VCH Verlage pp. 437-460.
    • (2006) Handbook of Time Series Analysis , pp. 437-460
    • Ding, M.1    Chen, Y.2    Bressler, S.L.3
  • 33
    • 77952337748 scopus 로고    scopus 로고
    • Constructing surrogate data to control for artifacts of volume conduction for functional connectivity measures
    • In: Supek S, Sušac A, editors, 2010 28 March-1 April; Dubrovnik, Croatia
    • Shahbazi F, Ewald A, Ziehe A, Nolte G, Constructing surrogate data to control for artifacts of volume conduction for functional connectivity measures. In: Supek S, Sušac A, editors. pp. 207-210 2010 28 March-1 April; Dubrovnik, Croatia.
    • Shahbazi, F.1    Ewald, A.2    Ziehe, A.3    Nolte, G.4
  • 35
    • 27144489164 scopus 로고    scopus 로고
    • A tutorial on Support Vector Machines for Pattern Recognition
    • In: Fayyad U, editors, Boston, Kluwer Academic Publishers
    • Burges CJC, (1998) A tutorial on Support Vector Machines for Pattern Recognition. In: Fayyad U, editors. Data Mining and Knowledge Discovery Boston Kluwer Academic Publishers pp. 121-167.
    • (1998) Data Mining and Knowledge Discovery , pp. 121-167
    • Burges, C.J.C.1
  • 36
    • 77749245926 scopus 로고    scopus 로고
    • Anaesthesia Monitoring by Recurrence Quantification Analysis of EEG Data
    • Becker K, Schneider G, Eder M, Ranft A, Kochs EF, et al. (2010) Anaesthesia Monitoring by Recurrence Quantification Analysis of EEG Data. PLoS ONE 5: e8876.
    • (2010) PLoS ONE , vol.5
    • Becker, K.1    Schneider, G.2    Eder, M.3    Ranft, A.4    Kochs, E.F.5
  • 37
    • 0342980314 scopus 로고    scopus 로고
    • Approximate Entropy as an Electroencephalographic measure of Anesthetic Drug Effect during Desflurane Anesthesia
    • Bruhn J, Röpcke H, Hoeft A, (2000) Approximate Entropy as an Electroencephalographic measure of Anesthetic Drug Effect during Desflurane Anesthesia. Anesthesiology 92: 715-726.
    • (2000) Anesthesiology , vol.92 , pp. 715-726
    • Bruhn, J.1    Röpcke, H.2    Hoeft, A.3
  • 38
    • 54149084130 scopus 로고    scopus 로고
    • Analysis of depth of anesthesia with Hilbert-Huang spectral entropy
    • Li X, Li D, Liang Z, Voss LJ, Sleigh JW, (2008) Analysis of depth of anesthesia with Hilbert-Huang spectral entropy. Clin Neurophys 119: 2465-2475.
    • (2008) Clin Neurophys , vol.119 , pp. 2465-2475
    • Li, X.1    Li, D.2    Liang, Z.3    Voss, L.J.4    Sleigh, J.W.5
  • 39
    • 0035200464 scopus 로고    scopus 로고
    • EEG Complexity as a Measure of Depth of Anesthesia for Patients
    • Zhang X-S, Roy RJ, Jensen EW, (2001) EEG Complexity as a Measure of Depth of Anesthesia for Patients. IEEE Trans on Biomed Eng 48: 1424-1433.
    • (2001) IEEE Trans on Biomed Eng , vol.48 , pp. 1424-1433
    • Zhang, X.-S.1    Roy, R.J.2    Jensen, E.W.3
  • 40
    • 52649088747 scopus 로고    scopus 로고
    • Using Permutation Entropy to measure the Electroencephalographic effects of Sevoflurane
    • Li X, Cuy S, Voss LJ, (2008) Using Permutation Entropy to measure the Electroencephalographic effects of Sevoflurane. Anesthesiology 109: 448-456.
    • (2008) Anesthesiology , vol.109 , pp. 448-456
    • Li, X.1    Cuy, S.2    Voss, L.J.3
  • 41
    • 58149303225 scopus 로고    scopus 로고
    • Electroencephalographic order pattern analysis for the separation of consciousness and unconsciousness
    • Jordan D, Stockmanns G, Kochs EF, Pilge S, Schneider G, (2008) Electroencephalographic order pattern analysis for the separation of consciousness and unconsciousness. Anesthesiology 109: 1014-1022.
    • (2008) Anesthesiology , vol.109 , pp. 1014-1022
    • Jordan, D.1    Stockmanns, G.2    Kochs, E.F.3    Pilge, S.4    Schneider, G.5
  • 42
    • 33645304606 scopus 로고    scopus 로고
    • Monotonicity of Approximate Entropy During Transition From Awareness to Unresponsiveness Due to Propofol Anesthetic Induction
    • Koskinen M, Seppänen T, Tong S, Mustola S, Thakor NV, (2006) Monotonicity of Approximate Entropy During Transition From Awareness to Unresponsiveness Due to Propofol Anesthetic Induction. IEEE Trans on Biomed Eng 53: 669-675.
    • (2006) IEEE Trans on Biomed Eng , vol.53 , pp. 669-675
    • Koskinen, M.1    Seppänen, T.2    Tong, S.3    Mustola, S.4    Thakor, N.V.5
  • 43
    • 9444277841 scopus 로고    scopus 로고
    • Comparative evaluation of the Datex-Ohmeda S/5 Entropy Module and the Bispectral Index® Monitor during Propofol-Remifentanil anesthesia
    • Schmidt GN, Bischoff P, Standl T, Hellstern A, Teuber O, et al. (2004) Comparative evaluation of the Datex-Ohmeda S/5 Entropy Module and the Bispectral Index® Monitor during Propofol-Remifentanil anesthesia. Anesthesiology 101: 1283-1290.
    • (2004) Anesthesiology , vol.101 , pp. 1283-1290
    • Schmidt, G.N.1    Bischoff, P.2    Standl, T.3    Hellstern, A.4    Teuber, O.5
  • 46
    • 0011046885 scopus 로고
    • Testing for causality: a personal viewpoint
    • Granger CWJ, (1980) Testing for causality: a personal viewpoint. J Econ Dyn Control 2: 329-352.
    • (1980) J Econ Dyn Control , vol.2 , pp. 329-352
    • Granger, C.W.J.1
  • 47
    • 84950949120 scopus 로고
    • Measures of conditional linear dependence and feedback between time series
    • Geweke J, (1984) Measures of conditional linear dependence and feedback between time series. J of the American Statistical Association 79: 907-915.
    • (1984) J of the American Statistical Association , vol.79 , pp. 907-915
    • Geweke, J.1
  • 48
    • 77956074952 scopus 로고    scopus 로고
    • Wiener-Granger Causality: A well established methodology
    • In press
    • Bressler SL, Seth AK, (2010) Wiener-Granger Causality: A well established methodology. NeuroImage In press.
    • (2010) NeuroImage
    • Bressler, S.L.1    Seth, A.K.2
  • 49
    • 34250217109 scopus 로고    scopus 로고
    • Granger Causality between multiple interdependent neurobiological time series: blockwise versus pairwise methods
    • Wang X, Chen Y, Bressler SL, Ding M, (2007) Granger Causality between multiple interdependent neurobiological time series: blockwise versus pairwise methods. Intl J Neural Systems 17: 71-78.
    • (2007) Intl J Neural Systems , vol.17 , pp. 71-78
    • Wang, X.1    Chen, Y.2    Bressler, S.L.3    Ding, M.4
  • 50
    • 84857049701 scopus 로고    scopus 로고
    • Testing the involvement of baroreflex during general anesthesia through Granger causality approach
    • (in Press)
    • Bassani T, Magagnin V, Guzzetti S, Baselli G, Citerio G, et al. Testing the involvement of baroreflex during general anesthesia through Granger causality approach. (in press) Comput Biol Med.
    • Comput Biol Med
    • Bassani, T.1    Magagnin, V.2    Guzzetti, S.3    Baselli, G.4    Citerio, G.5
  • 51
    • 3042795832 scopus 로고    scopus 로고
    • Beta oscillations in a large-scale sensorimotor cortical network: Directional influences revealed by Granger causality
    • Brovelli A, Ding M, Ledberg A, Chen Y, Nakamura R, et al. (2004) Beta oscillations in a large-scale sensorimotor cortical network: Directional influences revealed by Granger causality. PNAS 101: 9849-9854.
    • (2004) PNAS , vol.101 , pp. 9849-9854
    • Brovelli, A.1    Ding, M.2    Ledberg, A.3    Chen, Y.4    Nakamura, R.5
  • 52
    • 77952548854 scopus 로고    scopus 로고
    • Granger causality relationships between local field potentials in an animal model of temporal lobe epilepsy
    • Cadotte AJ, DeMarse TB, Mareci TH, Parekh MB, Talathi SS, et al. (2010) Granger causality relationships between local field potentials in an animal model of temporal lobe epilepsy. J Neurosci Meth 189: 121-129.
    • (2010) J Neurosci Meth , vol.189 , pp. 121-129
    • Cadotte, A.J.1    DeMarse, T.B.2    Mareci, T.H.3    Parekh, M.B.4    Talathi, S.S.5
  • 53
    • 0023639325 scopus 로고
    • Anaesthesia: a practical or impossible construct? (Editorial)
    • Prys-Roberts C, (1987) Anaesthesia: a practical or impossible construct? (Editorial). Br J Anaesth 59: 1341-1342.
    • (1987) Br J Anaesth , vol.59 , pp. 1341-1342
    • Prys-Roberts, C.1
  • 54
    • 56649106376 scopus 로고    scopus 로고
    • Decomposing neural synchrony: toward an explanation for near-zero phase-lag in cortical oscillatory networks
    • Rajagovindan R, Ding M, (2008) Decomposing neural synchrony: toward an explanation for near-zero phase-lag in cortical oscillatory networks. PLoS ONE 3: e3649.
    • (2008) PLoS ONE , vol.3
    • Rajagovindan, R.1    Ding, M.2
  • 55
    • 42349089480 scopus 로고    scopus 로고
    • General anaesthesia: from molecular targets to neuronal pathways of sleep and arousal
    • Franks NP, (2008) General anaesthesia: from molecular targets to neuronal pathways of sleep and arousal. Nature Reviews Neuroscience 9: 370-386.
    • (2008) Nature Reviews Neuroscience , vol.9 , pp. 370-386
    • Franks, N.P.1
  • 56
    • 0034266462 scopus 로고    scopus 로고
    • Anesthesia, Neural Information Processing, and Consciouss Awareness
    • Cariani P, (2000) Anesthesia, Neural Information Processing, and Consciouss Awareness. Conscious Cogn 9: 387-395.
    • (2000) Conscious Cogn , vol.9 , pp. 387-395
    • Cariani, P.1
  • 57
    • 77249083662 scopus 로고    scopus 로고
    • Breakdown in cortical effective connectivity during midazolam-induced loss of consciousness
    • Ferrarelli F, Massimini M, Sarasso S, Casali A, Riedner BA, et al. (2010) Breakdown in cortical effective connectivity during midazolam-induced loss of consciousness. PNAS.
    • (2010) PNAS
    • Ferrarelli, F.1    Massimini, M.2    Sarasso, S.3    Casali, A.4    Riedner, B.A.5
  • 59
    • 70349121163 scopus 로고    scopus 로고
    • The directionality and functional organization of frontoparietal connectivity during consciousness and anesthesia in humans
    • Lee U, Kim S, Noh G-J, Choi B-M, Hwang E, et al. (2009) The directionality and functional organization of frontoparietal connectivity during consciousness and anesthesia in humans. Conscious Cogn 18: 1069-1078.
    • (2009) Conscious Cogn , vol.18 , pp. 1069-1078
    • Lee, U.1    Kim, S.2    Noh, G.-J.3    Choi, B.-M.4    Hwang, E.5
  • 60
    • 10844287978 scopus 로고    scopus 로고
    • Impaired thalamocortical connectivity in humans during general-anesthetic-induced unconsciousness
    • White NS, Alkire MT, (2003) Impaired thalamocortical connectivity in humans during general-anesthetic-induced unconsciousness. NeuroImage 19: 402-411.
    • (2003) NeuroImage , vol.19 , pp. 402-411
    • White, N.S.1    Alkire, M.T.2
  • 61
    • 34250621328 scopus 로고    scopus 로고
    • Monitoring consciousness: the current status of EEG-based depth of anaesthesia monitors
    • Voss L, Sleigh J, (2007) Monitoring consciousness: the current status of EEG-based depth of anaesthesia monitors. Best Practise & Research Clinical Anaesthesiology 21: 313-325.
    • (2007) Best Practise & Research Clinical Anaesthesiology , vol.21 , pp. 313-325
    • Voss, L.1    Sleigh, J.2
  • 62
    • 27944455584 scopus 로고    scopus 로고
    • The neural correlate of (un)awareness: lessons from the vegetative state
    • Laureys S, (2005) The neural correlate of (un)awareness: lessons from the vegetative state. TRENDS in Cognitive Sciences 9.
    • (2005) TRENDS in Cognitive Sciences , vol.9
    • Laureys, S.1
  • 63
    • 25844463573 scopus 로고    scopus 로고
    • Breakdown of Cortical Effective Connectivity During Sleep
    • Massimini M, Ferrarelli F, Huber R, Esser SK, Singh H, et al. (2005) Breakdown of Cortical Effective Connectivity During Sleep. Science 309: 2228-2232.
    • (2005) Science , vol.309 , pp. 2228-2232
    • Massimini, M.1    Ferrarelli, F.2    Huber, R.3    Esser, S.K.4    Singh, H.5
  • 65
    • 34250217109 scopus 로고    scopus 로고
    • Granger Causality between multiple interdependent neurobiological time series: blockwise versus pairwise methods
    • Wang X, Chen Y, Bressler SR, Ding M, (2007) Granger Causality between multiple interdependent neurobiological time series: blockwise versus pairwise methods. Intl J of Neural Systems 17: 71-78.
    • (2007) Intl J of Neural Systems , vol.17 , pp. 71-78
    • Wang, X.1    Chen, Y.2    Bressler, S.R.3    Ding, M.4
  • 67
    • 80053212789 scopus 로고    scopus 로고
    • Behaviour of Granger causality under fitering: Theoretical invariance and practical application
    • Barnett L, Seth AK, (2011) Behaviour of Granger causality under fitering: Theoretical invariance and practical application. J Neurosci Meth 201: 404-419.
    • (2011) J Neurosci Meth , vol.201 , pp. 404-419
    • Barnett, L.1    Seth, A.K.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.