메뉴 건너뛰기




Volumn 7, Issue 5, 2012, Pages 456-464

Adaptive prediction of epileptic seizures from intracranial recordings

Author keywords

Adaptive seizure prediction; Evolving neuro fuzzy model; Human epilepsy; Multiple features

Indexed keywords

BIOMEDICAL SIGNAL PROCESSING; CLASSIFICATION (OF INFORMATION); FUZZY INFERENCE; FUZZY NEURAL NETWORKS; IMPLANTS (SURGICAL); NEUROPHYSIOLOGY; SIGNAL ANALYSIS;

EID: 84863719818     PISSN: 17468094     EISSN: 17468108     Source Type: Journal    
DOI: 10.1016/j.bspc.2011.11.007     Document Type: Article
Times cited : (17)

References (47)
  • 2
    • 33846638294 scopus 로고    scopus 로고
    • Seizure prediction: The long and winding road
    • DOI 10.1093/brain/awl241
    • Mormann F., Andrzejak R.G., Elger C.E., and Lehnertz K. Seizure prediction: the long and winding road Brain 130 2007 314 333 (Pubitemid 46181087)
    • (2007) Brain , vol.130 , Issue.2 , pp. 314-333
    • Mormann, F.1    Andrzejak, R.G.2    Elger, C.E.3    Lehnertz, K.4
  • 4
    • 0027712258 scopus 로고
    • Electrical and magnetic stimulation of the central nervous system. Historical overview
    • Devinsky O. Electrical and magnetic stimulation of the central nervous system. Historical overview Advances in Neurology 63 1993 1 16
    • (1993) Advances in Neurology , vol.63 , pp. 1-16
    • Devinsky, O.1
  • 6
    • 1642513779 scopus 로고    scopus 로고
    • Brain stimulation for epilepsy
    • DOI 10.1016/S1474-4422(03)00664-1
    • Theodore W.H., and Fisher R.S. Brain stimulation for epilepsy The Lancet Neurology 3 2004 111 118 (Pubitemid 38121314)
    • (2004) Lancet Neurology , vol.3 , Issue.2 , pp. 111-118
    • Theodore, W.H.1    Fisher, R.S.2
  • 7
    • 35148812637 scopus 로고    scopus 로고
    • Electrical stimulation of the hippocampal epileptic foci for seizure control: A double-blind, long-term follow-up study
    • DOI 10.1111/j.1528-1167.2007.01181.x
    • A.L. Velasco, F. Velasco, M. Velasco, D. Trejo, G. Castro, J.D. Carrillo-Ruiz, Electrical stimulation of the hippocampal epileptic foci for seizure control: a double-blind, long-term follow-up study, Epilepsia 48 (2007) 1895-1903. (Pubitemid 47537450)
    • (2007) Epilepsia , vol.48 , Issue.10 , pp. 1895-1903
    • Velasco, A.L.1    Velasco, F.2    Velasco, M.3    Trejo, D.4    Castro, G.5    Carrillo-Ruiz, J.D.6
  • 8
    • 67651049439 scopus 로고    scopus 로고
    • Deep brain stimulation: Current and future perspectives
    • Awan N.R., Lozano A., and Hamani C. Deep brain stimulation: current and future perspectives Neurosurgical Focus 27 2009 E2
    • (2009) Neurosurgical Focus , vol.27 , pp. 2
    • Awan, N.R.1    Lozano, A.2    Hamani, C.3
  • 9
    • 77954477912 scopus 로고    scopus 로고
    • Brain stimulation for the treatment of epilepsy
    • Jobst B.C., Darcey T.M., Thadani V.M., and Roberts D.W. Brain stimulation for the treatment of epilepsy Epilepsia 51 Suppl. 3 2010 88 92
    • (2010) Epilepsia , vol.51 , Issue.SUPPL. 3 , pp. 88-92
    • Jobst, B.C.1    Darcey, T.M.2    Thadani, V.M.3    Roberts, D.W.4
  • 12
    • 0033954491 scopus 로고    scopus 로고
    • An automated drug delivery system for focal epilepsy
    • DOI 10.1016/S0920-1211(99)00107-2, PII S0920121199001072
    • Stein A.G., Eder H.G., Blum D.E., Drachev A., and Fisher R.S. An automated drug delivery system for focal epilepsy Epilepsy Research 39 2000 103 114 (Pubitemid 30089582)
    • (2000) Epilepsy Research , vol.39 , Issue.2 , pp. 103-114
    • Stein, A.G.1    Eder, H.G.2    Blum, D.E.3    Drachev, A.4    Fisher, R.S.5
  • 13
    • 0019784725 scopus 로고
    • On the prediction of epileptic seizures
    • Rogowski Z., Gath I., and Bental E. On the prediction of epileptic seizures Biological Cybernetics 42 1981 9 15 (Pubitemid 12212443)
    • (1981) Biological Cybernetics , vol.42 , Issue.1 , pp. 9-15
    • Rogowski, Z.1    Gath, I.2    Bental, E.3
  • 16
    • 0025368460 scopus 로고
    • Phase space topography and the lyapunov exponent of electrocorticograms in partial seizures
    • DOI 10.1007/BF01140588
    • Iasemidis L.D., Sackellares J.C., Zaveri H.P., and Williams W.J. Phase space topography and the Lyapunov exponent of electrocorticograms in partial seizures Brain Topography 2 1990 187 201 (Pubitemid 20237635)
    • (1990) Brain Topography , vol.2 , Issue.3 , pp. 187-201
    • Iasemidis, L.D.1    Sackellares, J.C.2    Zaveri, H.P.3    Williams, W.J.4
  • 17
    • 0029123213 scopus 로고
    • Spatio-temporal dynamics of the primary epileptogenic area in temporal lobe epilepsy characterized by neuronal complexity loss
    • Lehnertz K., and Elger C. Spatio-temporal dynamics of the primary epileptogenic area in temporal lobe epilepsy characterized by neuronal complexity loss Electroencephalography and clinical Neurophysiology 95 1995 108 117
    • (1995) Electroencephalography and Clinical Neurophysiology , vol.95 , pp. 108-117
    • Lehnertz, K.1    Elger, C.2
  • 18
    • 0001649501 scopus 로고    scopus 로고
    • Can epileptic seizures be predicted? Evidence from nonlinear time series analysis of brain electrical activity
    • Lehnertz K., and Elger C. Can Epileptic Seizures be Predicted? Evidence from Nonlinear Time Series Analysis of Brain Electrical Activity Physical Review Letters 80 1998 5019 5022 (Pubitemid 128622127)
    • (1998) Physical Review Letters , vol.80 , Issue.22 , pp. 5019-5022
    • Lehnertz, K.1    Elger, C.E.2
  • 19
    • 0033551578 scopus 로고    scopus 로고
    • Anticipating epileptic seizures in real time by a non-linear analysis of similarity between EEG recordings
    • Le Van Quyen M., Martinerie J., Baulac M., and Varela F. Anticipating epileptic seizures in real time by a non-linear analysis of similarity between EEG recordings Neuroreport 10 1999 2149 2155 (Pubitemid 29394063)
    • (1999) NeuroReport , vol.10 , Issue.10 , pp. 2149-2155
    • Le Van Quyen, M.1    Martinerie, J.2    Baulac, M.3    Varela, F.4
  • 20
    • 0034078229 scopus 로고    scopus 로고
    • Spatio-temporal characterizations of non-linear changes in intracranial activities prior to human temporal lobe seizures
    • DOI 10.1046/j.1460-9568.2000.00088.x
    • Le Van Quyen M., Adam C., Martinerie J., Baulac M., Clémenceau S., and Varela F. Spatio-temporal characterizations of non-linear changes in intracranial activities prior to human temporal lobe seizures The European Journal of Neuroscience 12 2000 2124 2134 (Pubitemid 30348850)
    • (2000) European Journal of Neuroscience , vol.12 , Issue.6 , pp. 2124-2134
    • Le Van Quyen, M.1    Adam, C.2    Martinerie, J.3    Baulac, M.4    Clemenceau, S.5    Varela, F.6
  • 21
    • 0141726859 scopus 로고    scopus 로고
    • The seizure prediction characteristics: A general framework to assess and compare seizure prediction methods
    • DOI 10.1016/S1525-5050(03)00105-7
    • Winterhalder M., Maiwald T., Voss H., Aschenbrennerscheibe R., Timmer J., and Schulzebonhage A. The seizure prediction characteristic: a general framework to assess and compare seizure prediction methods Epilepsy & Behavior 4 2003 318 325 (Pubitemid 37184607)
    • (2003) Epilepsy and Behavior , vol.4 , Issue.3 , pp. 318-325
    • Winterhalder, M.1    Maiwald, T.2    Voss, H.U.3    Aschenbrenner-Scheibe, R.4    Timmer, J.5    Schulze-Bonhage, A.6
  • 22
    • 0345306183 scopus 로고    scopus 로고
    • How well can epileptic seizures be predicted? An evaluation of a nonlinear method
    • DOI 10.1093/brain/awg265
    • Aschenbrenner-Scheibe R., Minterhalder W., Maiwald T., Voss H., Timmer J., and Schulze-Bonhage A. How well can epileptic seizures be predicted? An evaluation of a nonlinear method Brain 23 2003 2616 2626 (Pubitemid 37463081)
    • (2003) Brain , vol.126 , Issue.12 , pp. 2616-2626
    • Aschenbrenner-Scheibe, R.1    Maiwald, T.2    Winterhalder, M.3    Voss, H.U.4    Timmer, J.5    Schulze-Bonhage, A.6
  • 24
    • 85008008123 scopus 로고    scopus 로고
    • Epileptic seizure prediction using hybrid feature selection over multiple intracranial EEG electrode contacts: A report of four patients
    • D'Alessandro M., Esteller R., Vachtsevanos G., Hinson A., Echauz J., and Litt B. Epileptic seizure prediction using hybrid feature selection over multiple intracranial EEG electrode contacts: a report of four patients IEEE Transactions on Biomedical Engineering 50 2003 603 615
    • (2003) IEEE Transactions on Biomedical Engineering , vol.50 , pp. 603-615
    • D'Alessandro, M.1    Esteller, R.2    Vachtsevanos, G.3    Hinson, A.4    Echauz, J.5    Litt, B.6
  • 29
    • 79952317714 scopus 로고    scopus 로고
    • Recursive Gath-Geva clustering as a basis for evolving neuro-fuzzy modeling
    • Soleimani-B H., Lucas C., and Araabi B. Recursive Gath-Geva clustering as a basis for evolving neuro-fuzzy modeling Evolving Systems 1 2010 59 71
    • (2010) Evolving Systems , vol.1 , pp. 59-71
    • Soleimani-B, H.1    Lucas, C.2    Araabi, B.3
  • 30
    • 0036530967 scopus 로고    scopus 로고
    • DENFIS: Dynamic evolving neural-fuzzy inference system and its application for time-series prediction
    • DOI 10.1109/91.995117, PII S106367060202965X
    • Kasabov N., and Song Q. DENFIS: dynamic evolving neural-fuzzy inference system and its application for time-series prediction IEEE Transactions on Fuzzy Systems 10 2002 144 154 (Pubitemid 34554860)
    • (2002) IEEE Transactions on Fuzzy Systems , vol.10 , Issue.2 , pp. 144-154
    • Kasabov, N.K.1    Song, Q.2
  • 32
    • 84863718949 scopus 로고    scopus 로고
    • Epilepsy center of the university hospital of Freiburg
    • Freiburg EEG Database, Epilepsy center of the university hospital of Freiburg, 2010.
    • (2010) Freiburg EEG Database
  • 33
    • 0002285568 scopus 로고    scopus 로고
    • Quadratic Binary Programming and Dynamical System Approach to Determine the Predictability of Epileptic Seizures
    • DOI 10.1023/A:1009877331765
    • Iasemidis L.D., Pardalos P., Sackellares J., and Shiau D. Quadratic binary programming and dynamical system approach to determine the predictability of epileptic seizures Journal of Combinatorial Optimization 5 2001 9 26 (Pubitemid 33635451)
    • (2001) Journal of Combinatorial Optimization , vol.5 , Issue.1 , pp. 9-26
    • Iasemidis, L.D.1    Pardalos, P.2    Sackellares, J.C.3    Shiau, D.-S.4
  • 40
    • 0003833285 scopus 로고
    • SIAM: Society for Industrial and Applied Mathematics Philadelphia, PA
    • Daubechies I. Ten Lectures on Wavelets 1992 SIAM: Society for Industrial and Applied Mathematics Philadelphia, PA
    • (1992) Ten Lectures on Wavelets
    • Daubechies, I.1
  • 41
    • 33751396389 scopus 로고    scopus 로고
    • EEG signal classification using wavelet feature extraction and a mixture of expert model
    • DOI 10.1016/j.eswa.2006.02.005, PII S0957417406000844
    • Subasi A. EEG signal classification using wavelet feature extraction and a mixture of expert model Expert Systems with Applications 32 2007 1084 1093 (Pubitemid 44821797)
    • (2007) Expert Systems with Applications , vol.32 , Issue.4 , pp. 1084-1093
    • Subasi, A.1
  • 45
    • 53949120676 scopus 로고    scopus 로고
    • A dynamic data granulation through adjustable fuzzy clustering
    • Pedrycz W. A dynamic data granulation through adjustable fuzzy clustering Pattern Recognition Letters 29 2008 2059 2066
    • (2008) Pattern Recognition Letters , vol.29 , pp. 2059-2066
    • Pedrycz, W.1
  • 46
    • 33646933601 scopus 로고    scopus 로고
    • Online clustering of parallel data streams
    • DOI 10.1016/j.datak.2005.05.009, PII S0169023X05000819
    • Beringer J., and Hullermeier E. Online clustering of parallel data streams Data & Knowledge Engineering 58 2006 180 204 (Pubitemid 43795465)
    • (2006) Data and Knowledge Engineering , vol.58 , Issue.2 , pp. 180-204
    • Beringer, J.1    Hullermeier, E.2
  • 47
    • 0021892282 scopus 로고
    • Fuzzy identification of systems and its applications to modeling and control
    • Takagi T., and Sugeno M. Fuzzy identification of systems and its applications to modeling and control IEEE Transactions on System, Man, and Cybernetics 15 1985 116 132
    • (1985) IEEE Transactions on System, Man, and Cybernetics , vol.15 , pp. 116-132
    • Takagi, T.1    Sugeno, M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.