메뉴 건너뛰기




Volumn 218, Issue 1, 2013, Pages 17-24

Monitoring the depth of anesthesia using entropy features and an artificial neural network

Author keywords

Artificial neural network; Electroencephalogram (EEG); Monitoring the depth of anesthesia; Permutation entropy; Sample Entropy

Indexed keywords

DESFLURANE; PROPOFOL; SEVOFLURANE;

EID: 84878718789     PISSN: 01650270     EISSN: 1872678X     Source Type: Journal    
DOI: 10.1016/j.jneumeth.2013.03.008     Document Type: Article
Times cited : (73)

References (36)
  • 1
    • 75049085330 scopus 로고    scopus 로고
    • A review on sample entropy applications for the non-invasive analysis of atrial fibrillation electrocardiograms
    • Alcaraz R., Rieta J.J. A review on sample entropy applications for the non-invasive analysis of atrial fibrillation electrocardiograms. Biomed Signal Process Control 2010, 5:1-14.
    • (2010) Biomed Signal Process Control , vol.5 , pp. 1-14
    • Alcaraz, R.1    Rieta, J.J.2
  • 2
    • 40849116197 scopus 로고    scopus 로고
    • Anesthesia awareness and the bispectral index
    • Avidan M.S., et al. Anesthesia awareness and the bispectral index. N Engl J Med 2008, 358:1097-1108.
    • (2008) N Engl J Med , vol.358 , pp. 1097-1108
    • Avidan, M.S.1
  • 3
    • 4243997063 scopus 로고    scopus 로고
    • Permutation entropy: a natural complexity measure for time series
    • Bandt C., Pompe B. Permutation entropy: a natural complexity measure for time series. Phys Rev Lett 2002, 88:174102.
    • (2002) Phys Rev Lett , vol.88 , pp. 174102
    • Bandt, C.1    Pompe, B.2
  • 5
    • 0034946118 scopus 로고    scopus 로고
    • Shannon entropy applied to the measurment of electroencephalographic effects of desflurane
    • Bruhn J., Lehmann L.E., Ropche H., Bouillon T.W., Hoeft A. Shannon entropy applied to the measurment of electroencephalographic effects of desflurane. Anesthesiology 2001, 95:30-35.
    • (2001) Anesthesiology , vol.95 , pp. 30-35
    • Bruhn, J.1    Lehmann, L.E.2    Ropche, H.3    Bouillon, T.W.4    Hoeft, A.5
  • 6
    • 0038623543 scopus 로고    scopus 로고
    • Mechanisms of actions of inhaled anesthetics
    • Campagna J.A., Miller K.W., Forman S.A. Mechanisms of actions of inhaled anesthetics. J Neural Eng 2003, 348:2110-2124.
    • (2003) J Neural Eng , vol.348 , pp. 2110-2124
    • Campagna, J.A.1    Miller, K.W.2    Forman, S.A.3
  • 7
    • 37649028653 scopus 로고    scopus 로고
    • Detecting dynamical changes in time series using the permutation entropy
    • Cao Y., Tung W., Gao J.B., Protopopescu V.A., Hively L.M. Detecting dynamical changes in time series using the permutation entropy. Phys Rev E 2004, 70:046217.
    • (2004) Phys Rev E , vol.70 , pp. 046217
    • Cao, Y.1    Tung, W.2    Gao, J.B.3    Protopopescu, V.A.4    Hively, L.M.5
  • 9
    • 0030045430 scopus 로고    scopus 로고
    • Spindle oscillation in cats: the role of corticothalamic feedback in a thalamically generated rhythm
    • Contreras D., Steriade M. Spindle oscillation in cats: the role of corticothalamic feedback in a thalamically generated rhythm. J Physiol 1996, 490:159-179.
    • (1996) J Physiol , vol.490 , pp. 159-179
    • Contreras, D.1    Steriade, M.2
  • 11
    • 0342398227 scopus 로고    scopus 로고
    • Discrimination of sleep stages: a comparison between spectral and nonlinear EEG measures
    • Fell J., Roschke J., Mann K., Schaffner C. Discrimination of sleep stages: a comparison between spectral and nonlinear EEG measures. Electroencephalogr Clin Neurophysiol 1996, 98:401-410.
    • (1996) Electroencephalogr Clin Neurophysiol , vol.98 , pp. 401-410
    • Fell, J.1    Roschke, J.2    Mann, K.3    Schaffner, C.4
  • 12
    • 0033996890 scopus 로고    scopus 로고
    • EEG analysis with nonlinear deterministic and stochastic methods: a combined strategy
    • Fell J., Kaplan A., Darkhovsky B., Röschke J. EEG analysis with nonlinear deterministic and stochastic methods: a combined strategy. Acta Neurobiol Exp 2000, 60:87-108.
    • (2000) Acta Neurobiol Exp , vol.60 , pp. 87-108
    • Fell, J.1    Kaplan, A.2    Darkhovsky, B.3    Röschke, J.4
  • 13
    • 33744971857 scopus 로고    scopus 로고
    • Comparison of entropy and complexity measures for the assessment of depth of a sedation
    • Ferents R., Lipping T., Anier A., Jntti V., Melto S., Hovilehto S. Comparison of entropy and complexity measures for the assessment of depth of a sedation. IEEE Trans Biomed Eng 2006, 53:1067-1077.
    • (2006) IEEE Trans Biomed Eng , vol.53 , pp. 1067-1077
    • Ferents, R.1    Lipping, T.2    Anier, A.3    Jntti, V.4    Melto, S.5    Hovilehto, S.6
  • 14
    • 0034844537 scopus 로고    scopus 로고
    • Quantitative EEG changes associated with loss and return of consciousness in healthy adult volunteers anaesthetized with propofol or sevoflurane
    • Gugino L.D., Chabot R.J., Prichep L.S., John E.R., Formanek V., Aglio L.S. Quantitative EEG changes associated with loss and return of consciousness in healthy adult volunteers anaesthetized with propofol or sevoflurane. Br J Anaesth 2001, 87:421-428.
    • (2001) Br J Anaesth , vol.87 , pp. 421-428
    • Gugino, L.D.1    Chabot, R.J.2    Prichep, L.S.3    John, E.R.4    Formanek, V.5    Aglio, L.S.6
  • 15
    • 77955054723 scopus 로고    scopus 로고
    • Automatic epileptic seizure detection in EEGs based on line length feature and artificial neural networks
    • Guo L., Rivero D., Dorado J., Rabunal J.R., Pazos A. Automatic epileptic seizure detection in EEGs based on line length feature and artificial neural networks. J Neurosci Methods 2010, 191:101-109.
    • (2010) J Neurosci Methods , vol.191 , pp. 101-109
    • Guo, L.1    Rivero, D.2    Dorado, J.3    Rabunal, J.R.4    Pazos, A.5
  • 17
    • 79954529899 scopus 로고    scopus 로고
    • Isomap approach to EEG-based assessment of neurophysiological changes during anesthesia
    • Kortelainen J., Väyrynen E., Seppänen T. Isomap approach to EEG-based assessment of neurophysiological changes during anesthesia. IEEE Trans Neural Syst Rehabil Eng 2011, 19:113-120.
    • (2011) IEEE Trans Neural Syst Rehabil Eng , vol.19 , pp. 113-120
    • Kortelainen, J.1    Väyrynen, E.2    Seppänen, T.3
  • 18
    • 71349088028 scopus 로고    scopus 로고
    • Entropies based detection of epileptic seizures with artificial neural network classifiers
    • Kumar S.P., Sriraam N., Benakop P.G., Jinaga B.C. Entropies based detection of epileptic seizures with artificial neural network classifiers. Expert Syst Appl 2010, 37:3284-3291.
    • (2010) Expert Syst Appl , vol.37 , pp. 3284-3291
    • Kumar, S.P.1    Sriraam, N.2    Benakop, P.G.3    Jinaga, B.C.4
  • 19
    • 35348842136 scopus 로고    scopus 로고
    • Automated detection of anesthetic depth levels using chaotic features with artificial neural networks
    • Lalitha V., Eswaran C. Automated detection of anesthetic depth levels using chaotic features with artificial neural networks. J Med Syst 2007, 31:445-452.
    • (2007) J Med Syst , vol.31 , pp. 445-452
    • Lalitha, V.1    Eswaran, C.2
  • 20
    • 69549135438 scopus 로고    scopus 로고
    • Dreaming and electroencephalographic changes during anesthesia maintained with propofol or desflurane
    • Leslie K., Sleigh J., Paech M.J., Voss L., Lim C.W., Sleigh C. Dreaming and electroencephalographic changes during anesthesia maintained with propofol or desflurane. Anesthesiology 2009, 111:547-555.
    • (2009) Anesthesiology , vol.111 , pp. 547-555
    • Leslie, K.1    Sleigh, J.2    Paech, M.J.3    Voss, L.4    Lim, C.W.5    Sleigh, C.6
  • 21
    • 78549258505 scopus 로고    scopus 로고
    • Multiscale permutation entropy analysis of EEG recordings during sevoflurane anesthesia
    • Li D., Li X., Liang Z., Voss L.J., Sleigh J.W. Multiscale permutation entropy analysis of EEG recordings during sevoflurane anesthesia. J Neural Eng 2010, 7:1-14.
    • (2010) J Neural Eng , vol.7 , pp. 1-14
    • Li, D.1    Li, X.2    Liang, Z.3    Voss, L.J.4    Sleigh, J.W.5
  • 22
    • 29844444887 scopus 로고    scopus 로고
    • Pharmacokinetic pharmacodynamic modeling the hypnotic effect of sevoflurane using the spectral entropy of the electroencephalogram
    • Mckay I.D., Voss L.J., Sleigh J.W., Barnard J.P., Johannsen E.K. Pharmacokinetic pharmacodynamic modeling the hypnotic effect of sevoflurane using the spectral entropy of the electroencephalogram. Anesth Analg 2006, 102:91-97.
    • (2006) Anesth Analg , vol.102 , pp. 91-97
    • Mckay, I.D.1    Voss, L.J.2    Sleigh, J.W.3    Barnard, J.P.4    Johannsen, E.K.5
  • 23
    • 77956909635 scopus 로고    scopus 로고
    • An improving detrended moving-average method for monitoring the depth of anaesthesia
    • Nguyen-Ky T., Wen P., Li Y. An improving detrended moving-average method for monitoring the depth of anaesthesia. IEEE Trans Biomed Eng 2010, 57:2369-2378.
    • (2010) IEEE Trans Biomed Eng , vol.57 , pp. 2369-2378
    • Nguyen-Ky, T.1    Wen, P.2    Li, Y.3
  • 24
    • 56449085745 scopus 로고    scopus 로고
    • Permutation entropy of the electroencephalogram: a measure of anesthetic drug effect
    • Olofsen E., Sleigh J.W., Dahan A. Permutation entropy of the electroencephalogram: a measure of anesthetic drug effect. Br J Anaesth 2008, 101:810-821.
    • (2008) Br J Anaesth , vol.101 , pp. 810-821
    • Olofsen, E.1    Sleigh, J.W.2    Dahan, A.3
  • 25
    • 33645520346 scopus 로고    scopus 로고
    • Time delay of index calculation: analysis of cerebral state, bispectral, and narcotrend indices
    • Pilge S., Zanner R., Schneider G., Blum J., Kreuzer M., Kochs E.F. Time delay of index calculation: analysis of cerebral state, bispectral, and narcotrend indices. Anesthesiology 2006, 104:488-494.
    • (2006) Anesthesiology , vol.104 , pp. 488-494
    • Pilge, S.1    Zanner, R.2    Schneider, G.3    Blum, J.4    Kreuzer, M.5    Kochs, E.F.6
  • 26
    • 0031657514 scopus 로고    scopus 로고
    • A primer for EEG signal processing in anesthesia
    • Rampil I.J. A primer for EEG signal processing in anesthesia. Anesthesiology 1998, 89:980-1002.
    • (1998) Anesthesiology , vol.89 , pp. 980-1002
    • Rampil, I.J.1
  • 27
    • 0033949457 scopus 로고    scopus 로고
    • Physiological time-series analysis using approximate entropy and sample entropy
    • Richman J.S., Moorman J.R. Physiological time-series analysis using approximate entropy and sample entropy. Am J Physiol Heart Circ Physiol 2000, 278:121-128.
    • (2000) Am J Physiol Heart Circ Physiol , vol.278 , pp. 121-128
    • Richman, J.S.1    Moorman, J.R.2
  • 29
    • 0031955077 scopus 로고    scopus 로고
    • Power spectral analysis of the electroencephalogram during increasing end-expiratory concentrations of isoflurane and sevoflurane
    • Schwender D., Daunerer M., Klasing S., Finsterer U., Peter K. Power spectral analysis of the electroencephalogram during increasing end-expiratory concentrations of isoflurane and sevoflurane. Anesthesiology 1998, 53:335-342.
    • (1998) Anesthesiology , vol.53 , pp. 335-342
    • Schwender, D.1    Daunerer, M.2    Klasing, S.3    Finsterer, U.4    Peter, K.5
  • 31
    • 84856291046 scopus 로고    scopus 로고
    • Using the Hilbert-Huang transform to measure the electroencephalographic effect of propofol
    • Shalbaf R., Behnam H., Sleigh J.W., Voss L.J. Using the Hilbert-Huang transform to measure the electroencephalographic effect of propofol. Physiol Meas 2012, 33:271-285.
    • (2012) Physiol Meas , vol.33 , pp. 271-285
    • Shalbaf, R.1    Behnam, H.2    Sleigh, J.W.3    Voss, L.J.4
  • 32
    • 84863726713 scopus 로고    scopus 로고
    • Measuring the effects of sevoflurane on electroencephalogram using sample entropy
    • Shalbaf R., Behnam H., Sleigh J., Voss L. Measuring the effects of sevoflurane on electroencephalogram using sample entropy. Acta Anaesthesiol Scand 2012, 56:880-889.
    • (2012) Acta Anaesthesiol Scand , vol.56 , pp. 880-889
    • Shalbaf, R.1    Behnam, H.2    Sleigh, J.3    Voss, L.4
  • 35
    • 0842348904 scopus 로고    scopus 로고
    • Description of the entropy algorithm as applied in the Datex-Ohmeda S/5 entropy module
    • Viertio-Oja H., Maja V., Sarkela M., Talja P. Description of the entropy algorithm as applied in the Datex-Ohmeda S/5 entropy module. Acta Anaesthesiol Scand 2004, 48:154-161.
    • (2004) Acta Anaesthesiol Scand , vol.48 , pp. 154-161
    • Viertio-Oja, H.1    Maja, V.2    Sarkela, M.3    Talja, P.4
  • 36
    • 48449087984 scopus 로고    scopus 로고
    • Effect of a ketogenic diet on EEG: analysis of sample entropy
    • Yum M.K., Jung K.Y., Kang H.C., Kim H.D., Shon Y.M., Kang J.K., et al. Effect of a ketogenic diet on EEG: analysis of sample entropy. Seizure 2008, 17:561-566.
    • (2008) Seizure , vol.17 , pp. 561-566
    • Yum, M.K.1    Jung, K.Y.2    Kang, H.C.3    Kim, H.D.4    Shon, Y.M.5    Kang, J.K.6


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.