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Volumn 23, Issue 6, 2006, Pages 509-520

Predictability analysis for an automated seizure prediction algorithm

Author keywords

Intracranial EEG; Na ve Prediction; Predictability Power; Seizure Predictability; Short Term Maximum Lyapunov Exponent

Indexed keywords

ADAPTIVE THRESHOLD SEIZURE WARNING ALGORITHM; ADULT; ARTICLE; AUTOANALYSIS; CALCULATION; CLINICAL ARTICLE; DEVICE; DYNAMICS; ELECTRODE; ELECTROENCEPHALOGRAM; EVALUATION; FEMALE; HUMAN; INTERMETHOD COMPARISON; MALE; PERFORMANCE; PREDICTION; ROC CURVE; SEIZURE; SHORT TERM MAXIMUM LYAPUNOV EXPONENT; SIGNAL DETECTION; TEMPORAL LOBE;

EID: 33845419916     PISSN: 07360258     EISSN: None     Source Type: Journal    
DOI: 10.1097/00004691-200612000-00003     Document Type: Article
Times cited : (57)

References (35)
  • 1
    • 84930063831 scopus 로고    scopus 로고
    • Testing the null hypothesis of the nonexistence of a Preseizure state
    • Andrzejak R, Mormann F, Kreuz T, et al. Testing the null hypothesis of the nonexistence of a Preseizure state. Physical Review E 2003;67:010901-1-4.
    • (2003) Physical Review E , vol.67
    • Andrzejak, R.1    Mormann, F.2    Kreuz, T.3
  • 2
    • 0345306183 scopus 로고    scopus 로고
    • How well can epileptic seizures be predicted? An evaluation of a nonlinear method
    • Aschenbrenner-Scheibe R, Maiwald T, Winterhalder M, et al. How well can epileptic seizures be predicted? An evaluation of a nonlinear method. Brain 2003;126:2616-2626.
    • (2003) Brain , vol.126 , pp. 2616-2626
    • Aschenbrenner-Scheibe, R.1    Maiwald, T.2    Winterhalder, M.3
  • 3
    • 0031843242 scopus 로고    scopus 로고
    • Seizure prediction by non-linear time series analysis of brain electrical activity
    • Elger CE, Lehnertz K. Seizure prediction by non-linear time series analysis of brain electrical activity. European Journal of Neuroscience 1998;10:786-89.
    • (1998) European Journal of Neuroscience , vol.10 , pp. 786-789
    • Elger, C.E.1    Lehnertz, K.2
  • 4
    • 0025368460 scopus 로고
    • Phase space topography of the electrocorticogram and the Lyapunov exponent in partial seizures
    • Iasemidis LD, Sackellares JC, Zaveri HP, Williams WJ. Phase space topography of the electrocorticogram and the Lyapunov exponent in partial seizures. Brain Topogr 1990;2:187-201.
    • (1990) Brain Topogr , vol.2 , pp. 187-201
    • Iasemidis, L.D.1    Sackellares, J.C.2    Zaveri, H.P.3    Williams, W.J.4
  • 5
    • 0002304828 scopus 로고
    • The temporal evolution of the largest Lyapunov exponent on the human epileptic cortex
    • Duck DW, and Pritchard WS, eds. Singapore: World Scientific
    • Iasemidis LD, Sackellares JC. The temporal evolution of the largest Lyapunov exponent on the human epileptic cortex. In: Duck DW, and Pritchard WS, eds. Measuring Chaos in the Human Brain. Singapore: World Scientific, 1991;49-82.
    • (1991) Measuring Chaos in the Human Brain , pp. 49-82
    • Iasemidis, L.D.1    Sackellares, J.C.2
  • 7
    • 0001885652 scopus 로고    scopus 로고
    • Spatiotemporal transition to epileptic seizures: A nonlinear dynamical analysis of scalp and intracranial EEG recordings
    • Lopes de Silva FH, Principe JC, Almeida LB, eds. Amsterdam: IOS Press
    • Iasemidis LD, Principe JC, Czaplewski JM, Gilmore RL, et al. Spatiotemporal transition to epileptic seizures: A nonlinear dynamical analysis of scalp and intracranial EEG recordings. In: Lopes de Silva FH, Principe JC, Almeida LB, eds. Spatiotemporal Models in Biological and Artificial Systems. Amsterdam: IOS Press, 1997;81-88.
    • (1997) Spatiotemporal Models in Biological and Artificial Systems , pp. 81-88
    • Iasemidis, L.D.1    Principe, J.C.2    Czaplewski, J.M.3    Gilmore, R.L.4
  • 8
    • 0002285568 scopus 로고    scopus 로고
    • Quadratic binary programming and dynamical system approach to determine the predictability of epileptic seizures
    • Iasemidis LD, Pardalos PM, Sackellares JC, Shiau DS. Quadratic binary programming and dynamical system approach to determine the predictability of epileptic seizures. J. Combinatorial Optimization 2001;5:9-26.
    • (2001) J. Combinatorial Optimization , vol.5 , pp. 9-26
    • Iasemidis, L.D.1    Pardalos, P.M.2    Sackellares, J.C.3    Shiau, D.S.4
  • 9
    • 0038826651 scopus 로고    scopus 로고
    • Phase entrainment and predictability of epileptic seizures
    • Pardalos PM, and Principe JC, eds. Dordrecht: Kluwer Academic Publishers
    • Iasemidis LD, Shiau DS, Pardalos PM, Sackellares JC. Phase entrainment and predictability of epileptic seizures. In: Pardalos PM, and Principe JC, eds. Biocomputing. Dordrecht: Kluwer Academic Publishers, 2002;59-84.
    • (2002) Biocomputing , pp. 59-84
    • Iasemidis, L.D.1    Shiau, D.S.2    Pardalos, P.M.3    Sackellares, J.C.4
  • 10
    • 0038359358 scopus 로고    scopus 로고
    • Prediction of human epileptic seizures based on optimization and phase changes of brain electrical activity
    • Iasemidis LD, Pardalos PM, Shiau DS, Wanpracha Chaovalitwongse, et al. Prediction of human epileptic seizures based on optimization and phase changes of brain electrical activity. Optimization Methods and Software 2003(a);18(1):81-104.
    • (2003) Optimization Methods and Software , vol.18 , Issue.1 , pp. 81-104
    • Iasemidis, L.D.1    Pardalos, P.M.2    Shiau, D.S.3    Chaovalitwongse, W.4
  • 12
    • 1242343781 scopus 로고    scopus 로고
    • Dynamical resetting of the human brain at epileptic seizures: Application of nonlinear dynamics and global optimization techniques
    • Iasemidis LD, Shiau DS, Sackellares JC, et al. Dynamical resetting of the human brain at epileptic seizures: application of nonlinear dynamics and global optimization techniques. IEEE Transactions on Biomedical Engineering 2004;51(3):493-506.
    • (2004) IEEE Transactions on Biomedical Engineering , vol.51 , Issue.3 , pp. 493-506
    • Iasemidis, L.D.1    Shiau, D.S.2    Sackellares, J.C.3
  • 14
    • 0033551578 scopus 로고    scopus 로고
    • Anticipating epileptic seizures in real time by non-linear analysis of similarity between EEG recordings
    • Le Van Quyen M, Martinerie J, Baulac M, Varela F. Anticipating epileptic seizures in real time by non-linear analysis of similarity between EEG recordings. NeuroReport 1999;10:2149-55.
    • (1999) NeuroReport , vol.10 , pp. 2149-2155
    • Van Le Quyen, M.1    Martinerie, J.2    Baulac, M.3    Varela, F.4
  • 15
    • 0034078229 scopus 로고    scopus 로고
    • Spatio-temporal characterizations of non-linear changes in intracranial activities prior to human temporal lobe seizures
    • Le Van Quyen M, Adam C, Martinerie J, Baulac M, et al. Spatio-temporal characterizations of non-linear changes in intracranial activities prior to human temporal lobe seizures. European Journal of Neuroscience 2000;12:2124-34.
    • (2000) European Journal of Neuroscience , vol.12 , pp. 2124-2134
    • Van Le Quyen, M.1    Adam, C.2    Martinerie, J.3    Baulac, M.4
  • 16
    • 0001649501 scopus 로고    scopus 로고
    • Can epileptic seizures be predicted? Evidence from nonlinear time series analysis of brain electrical activity
    • Lehnertz K, Elger CE. Can epileptic seizures be predicted? Evidence from nonlinear time series analysis of brain electrical activity. Physical Review Letter 1998;80(2):5019-22.
    • (1998) Physical Review Letter , vol.80 , Issue.2 , pp. 5019-5022
    • Lehnertz, K.1    Elger, C.E.2
  • 17
    • 13844276623 scopus 로고    scopus 로고
    • The First International Collaborative Workshop on Seizure Prediction: Summary and data description
    • Lehnertz K, Litt B. The First International Collaborative Workshop on Seizure Prediction: summary and data description. Clinical Neurophysiology 2005;116:493-505.
    • (2005) Clinical Neurophysiology , vol.116 , pp. 493-505
    • Lehnertz, K.1    Litt, B.2
  • 18
    • 17744399912 scopus 로고    scopus 로고
    • Epileptic seizures may begin hours in advance of clinical onset: A report of five patients
    • Litt B, Esteller R, Echauz J, D'Alessandro Maryann, et al. Epileptic seizures may begin hours in advance of clinical onset: A report of five patients. Neuron 2001;30:51-64.
    • (2001) Neuron , vol.30 , pp. 51-64
    • Litt, B.1    Esteller, R.2    Echauz, J.3    Maryann, D.4
  • 19
    • 0012523068 scopus 로고    scopus 로고
    • Prediction of epileptic seizures
    • Litt B, Echauz J. Prediction of epileptic seizures. The Lancet Neurology 2002;1(1):22-30.
    • (2002) The Lancet Neurology , vol.1 , Issue.1 , pp. 22-30
    • Litt, B.1    Echauz, J.2
  • 20
    • 2942530763 scopus 로고    scopus 로고
    • Comparison of three nonlinear prediction methods by means of the seizure prediction characteristic
    • Maiwald T, Winterhalder M, Aschenbrenner-Scheibe R, Voss HU, et al. Comparison of three nonlinear prediction methods by means of the seizure prediction characteristic. Physica D 2004;194:357-368.
    • (2004) Physica D , vol.194 , pp. 357-368
    • Maiwald, T.1    Winterhalder, M.2    Aschenbrenner-Scheibe, R.3    Voss, H.U.4
  • 21
    • 0040316481 scopus 로고
    • Analysis of the human electroencephalogram with methods from nonlinear dynamics
    • Rensing L, ander Heiden U, and Mackey MC, eds. Berlin: Springer Series in Synergetics, Springer-Verlag
    • Mayer-Kress G, Holzfuss J. Analysis of the human electroencephalogram with methods from nonlinear dynamics. In: Rensing L, ander Heiden U, and Mackey MC, eds. Temporal Disorder in Human Oscillatory Systems. Berlin: Springer Series in Synergetics, Springer-Verlag, 1986;36:57-68.
    • (1986) Temporal Disorder in Human Oscillatory Systems , vol.36 , pp. 57-68
    • Mayer-Kress, G.1    Holzfuss, J.2
  • 22
    • 0012919544 scopus 로고    scopus 로고
    • Automated detection of a preseizure state based on a decrease in synchronization in intracranial electroencephalogram recordings from epilepsy patients
    • Mormann F, Andrzejak RG, Kreuz T, et al. Automated detection of a preseizure state based on a decrease in synchronization in intracranial electroencephalogram recordings from epilepsy patients. Physical Review E 2003;67:021912-1-10.
    • (2003) Physical Review E , vol.67
    • Mormann, F.1    Andrzejak, R.G.2    Kreuz, T.3
  • 25
    • 0000342192 scopus 로고    scopus 로고
    • Epilepsy - When chaos fails
    • Lehnertz K, Arnhold J, Grassberger P, Elger CE. eds. Singapore: World Scientific
    • Sackellares JC, Iasemidis LD, Shiau DS, Gilmore RL, et al. Epilepsy - when chaos fails. In: Chaos in the brain? Lehnertz K, Arnhold J, Grassberger P, Elger CE. eds. Singapore: World Scientific, 2000;112-133.
    • (2000) Chaos in the Brain? , pp. 112-133
    • Sackellares, J.C.1    Iasemidis, L.D.2    Shiau, D.S.3    Gilmore, R.L.4
  • 26
    • 0038150083 scopus 로고    scopus 로고
    • Performance characteristics of an automated seizure warning algorithm (ASWA) utilizing dynamical measures of the EEG signal and global optimization techniques
    • Sackellares JC, Iasemidis LD, Pardalos PM, et al. Performance characteristics of an automated seizure warning algorithm (ASWA) utilizing dynamical measures of the EEG signal and global optimization techniques. Epilepsia 2001;42 S7:40.
    • (2001) Epilepsia , vol.42 , Issue.S7 , pp. 40
    • Sackellares, J.C.1    Iasemidis, L.D.2    Pardalos, P.M.3
  • 27
    • 20744436164 scopus 로고    scopus 로고
    • An Automated Seizure Warning Algorithm for Scalp EEG
    • Sackellares JC, Iasemidis LD, Shiau DS, et al. An Automated Seizure Warning Algorithm for Scalp EEG. Epilepsia 2003;44(S 9):228.
    • (2003) Epilepsia , vol.44 , Issue.S 9 , pp. 228
    • Sackellares, J.C.1    Iasemidis, L.D.2    Shiau, D.S.3
  • 28
    • 20744432108 scopus 로고    scopus 로고
    • Detection of the Preictal Period by Dynamical Analysis of Scalp EEG
    • Shiau DS, Iasemidis LD, Suharitdamrong W, et al. Detection of the Preictal Period by Dynamical Analysis of Scalp EEG. Epilepsia 2003;44(S 9):233-234.
    • (2003) Epilepsia , vol.44 , Issue.S 9 , pp. 233-234
    • Shiau, D.S.1    Iasemidis, L.D.2    Suharitdamrong, W.3
  • 29
    • 0000779360 scopus 로고
    • Detecting strange attractors in turbulence
    • Rand DA, and Young LS, eds. Heidelberg: Springer-Verlag
    • Takens F. Detecting strange attractors in turbulence. In: Rand DA, and Young LS, eds. Dynamical systems and turbulence, Lecture notes in mathematics. Heidelberg: Springer-Verlag, 1981.
    • (1981) Dynamical Systems and Turbulence, Lecture Notes in Mathematics
    • Takens, F.1
  • 30
    • 0141514392 scopus 로고    scopus 로고
    • Three methods for analyzing correlated ROC curves: A comparison in real data sets from multi-reader, multi-case studies with a factorial design
    • Toledano AY. Three methods for analyzing correlated ROC curves: a comparison in real data sets from multi-reader, multi-case studies with a factorial design. Statistics in Medicine 2003;22:2919-2933.
    • (2003) Statistics in Medicine , vol.22 , pp. 2919-2933
    • Toledano, A.Y.1
  • 32
    • 0141726859 scopus 로고    scopus 로고
    • The seizure prediction characteristic: A general framework to assess and compare seizure prediction methods
    • Winterhalder M, Maiwald T, Voss HU, et al. The seizure prediction characteristic: a general framework to assess and compare seizure prediction methods. Epilepsy & Behavior 2003;4:318-325.
    • (2003) Epilepsy & Behavior , vol.4 , pp. 318-325
    • Winterhalder, M.1    Maiwald, T.2    Voss, H.U.3
  • 34
    • 85052611039 scopus 로고    scopus 로고
    • Testing whether a prediction scheme is better than guess
    • Pardalos PM, Sackellares JC, Carney PR, Iasemidis LD. eds. Dordrecht: Kluwer Academic Publishers
    • Yang MCK, Shiau DS, Sackellares JC. Testing whether a prediction scheme is better than guess. In: Pardalos PM, Sackellares JC, Carney PR, Iasemidis LD. eds. Biocomputing II: Quantitative Neuroscience. Dordrecht: Kluwer Academic Publishers, 2003;251-62.
    • (2003) Biocomputing II: Quantitative Neuroscience , pp. 251-262
    • Yang, M.C.K.1    Shiau, D.S.2    Sackellares, J.C.3
  • 35
    • 0037088346 scopus 로고    scopus 로고
    • A non-parametric method for comparison of partial areas under ROC curves and its application to large health care data sets
    • Zhang DD, Zhou XH, Freeman DH, Freeman JL. A non-parametric method for comparison of partial areas under ROC curves and its application to large health care data sets. Statistics in Medicine 2002;21:701-715.
    • (2002) Statistics in Medicine , vol.21 , pp. 701-715
    • Zhang, D.D.1    Zhou, X.H.2    Freeman, D.H.3    Freeman, J.L.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.