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Volumn , Issue , 2011, Pages 540-545

Evaluating bio-inspired approaches for advance prediction of epileptic seizures

Author keywords

EEG; epilepsy; feature selection; prediction; support vector machine

Indexed keywords

BIO-INSPIRED APPROACH; EPILEPSY; EPILEPTIC SEIZURES; FEATURE SETS; GLOBAL POPULATION; HIGH FREQUENCY SIGNALS; MULTI-CLASS SUPPORT VECTOR MACHINES; MUTUAL INFORMATIONS; NEUROLOGICAL DISORDERS; PREDICTION MODEL; SHORT TERM; STATISTICAL SIGNIFICANCE; SUPPORT VECTOR;

EID: 83755194818     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/NaBIC.2011.6089646     Document Type: Conference Paper
Times cited : (9)

References (22)
  • 1
    • 33846638294 scopus 로고    scopus 로고
    • Seizure prediction: The long and winding road
    • Florian Mormann, Ralph G. Andrzejak, Christian E. Elger and Klaus Lehnertz. "Seizure prediction: the long and winding road," Brain, vol. 2, no. 130, pp. 314-333, 2007.
    • (2007) Brain , vol.2 , Issue.130 , pp. 314-333
    • Mormann, F.1    Andrzejak, R.G.2    Elger, C.E.3    Lehnertz, K.4
  • 2
    • 0031883148 scopus 로고    scopus 로고
    • Antiepileptic drugs as a cause of worsening seizures
    • Jan.
    • E. Perucca, L. Gram, G. Avanzini and O. Dulac. "Antiepileptic drugs as a cause of worsening seizures," Epilepsia, vol. 39, no. 1, pp. 5-17, Jan. 1998.
    • (1998) Epilepsia , vol.39 , Issue.1 , pp. 5-17
    • Perucca, E.1    Gram, L.2    Avanzini, G.3    Dulac, O.4
  • 3
    • 0034598762 scopus 로고    scopus 로고
    • Early identification of refractory epilepsy
    • Patrick Kwan and Martin J. Brodie. "Early Identification of Refractory Epilepsy," The New England journal of medicine, vol. 342, no. 5, pp. 314-319, 2000.
    • (2000) The New England Journal of Medicine , vol.342 , Issue.5 , pp. 314-319
    • Kwan, P.1    Brodie, M.J.2
  • 4
    • 0038153927 scopus 로고    scopus 로고
    • Newer antiepileptic drugs and cognitive issues
    • A. P. Aldenkamp, M. De Krom and R. Reijs. "Newer Antiepileptic Drugs and Cognitive Issues". Epilepsia, vol. 44, no. 4, pp. 21-29, 2003.
    • (2003) Epilepsia , vol.44 , Issue.4 , pp. 21-29
    • Aldenkamp, A.P.1    De Krom, M.2    Reijs, R.3
  • 5
    • 57749185429 scopus 로고    scopus 로고
    • Epileptic seizure classification using neural networks with 14 Features
    • Rui P. Costa, Pedro Oliveira, Guilherme Rodrigues, Bruno Direito and António Dourado. "Epileptic Seizure Classification Using Neural Networks With 14 Features", in Proc. KES(2), 2008, pp. 281-288.
    • (2008) Proc. KES , vol.2 , pp. 281-288
    • Costa, R.P.1    Oliveira, P.2    Rodrigues, G.3    Direito, B.4    Dourado, A.5
  • 8
    • 0033954491 scopus 로고    scopus 로고
    • An automated drug delivery system for focal epilepsy
    • Apr
    • A.G. Stein, H.G. Eder, D.E. Blum, A. Drachev and R.S. Fisher. "An automated drug delivery system for focal epilepsy". Epilepsy Research, vol. 39, no. 2, pp. 103-114, Apr 2000.
    • (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
  • 9
    • 1642513779 scopus 로고    scopus 로고
    • Brain stimulation for epilepsy
    • Feb
    • W.H. Theodore, R.S. Fisher. "Brain stimulation for epilepsy". The Lancet Neurology, vol. 3, no. 2, pp. 111-118, Feb 2004.
    • (2004) The Lancet Neurology , vol.3 , Issue.2 , pp. 111-118
    • Theodore, W.H.1    Fisher, R.S.2
  • 11
    • 0019784725 scopus 로고
    • On the prediction of epileptic seizures
    • Z. Rogowski, I. Gath and E. Bental. "On the prediction of epileptic seizures". Biological Cybernetics, vol. 42, no. 1, pp. 9-15, 1981.
    • (1981) Biological Cybernetics , vol.42 , Issue.1 , pp. 9-15
    • Rogowski, Z.1    Gath, I.2    Bental, E.3
  • 13
    • 0020077995 scopus 로고
    • Prediction of spike-wave bursts in absence epilepsy by EEG power-spectrum signals
    • Feb
    • A. Siegel, C.L. Grady and A.F. Mirsky. "Prediction of spike-wave bursts in absence epilepsy by EEG power-spectrum signals". Epilepsia , vol. 23, no. 1, pp. 47-60, Feb 1982.
    • (1982) Epilepsia , vol.23 , Issue.1 , pp. 47-60
    • Siegel, A.1    Grady, C.L.2    Mirsky, A.F.3
  • 14
    • 0033551578 scopus 로고    scopus 로고
    • Anticipating epileptic seizure in real time by a nonlinear analysis of similarity between EEG recordings
    • July
    • M. Le Van Quyen, J. Martinerie, M. Baulac and F. Varela. "Anticipating epileptic seizure in real time by a nonlinear analysis of similarity between EEG recordings". Neuroreport, vol. 10, no. 10, pp 2149-2155, July 1999.
    • (1999) Neuroreport , vol.10 , Issue.10 , pp. 2149-2155
    • Le Van, Q.M.1    Martinerie, J.2    Baulac, M.3    Varela, F.4
  • 15
    • 0025368460 scopus 로고
    • Phase space topography and the Lyapunov exponent of electrocorticograms in partial seizures
    • L.D. Iasemidis, J.C. Sackellares, H.P. Zaveri and W.J. Williams. "Phase space topography and the Lyapunov exponent of electrocorticograms in partial seizures". Brain Topography, vol. 2, no. 3, pp. 187-201, 1990.
    • (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
  • 16
    • 20444396857 scopus 로고    scopus 로고
    • An evaluation of automated neonatal seizure detection methods
    • Jul
    • Stephen Faula, Geraldine Boylanb, Sean Connollyc, Liam Marnanea and Gordon Lightbodya. "An evaluation of automated neonatal seizure detection methods". Clinical Neurophysiology, vol. 116, no. 7, pp. 1533-1541, Jul. 2005.
    • (2005) Clinical Neurophysiology , vol.116 , Issue.7 , pp. 1533-1541
    • Faula, S.1    Boylanb, G.2    Connollyc, S.3    Marnanea, L.4    Lightbodya, G.5
  • 17
    • 0038398958 scopus 로고    scopus 로고
    • Wavelet based automatic seizure detection in intracerebral electroencephalogram
    • May
    • Y. Khan and J. Gotman. "Wavelet based automatic seizure detection in intracerebral electroencephalogram". Clinical Neurophysiology, vol. 114, no. 5, pp. 898-908, May 2003.
    • (2003) Clinical Neurophysiology , vol.114 , Issue.5 , pp. 898-908
    • Khan, Y.1    Gotman, J.2
  • 18
    • 0026799773 scopus 로고
    • Detection of neonatal seizures through computerized EEG analysis
    • Jan.
    • A. Liu, J. Hahn, G. Heldt, R. Coen. "Detection of neonatal seizures through computerized EEG analysis". Electroencephy and Clinical Neurophysiology, vol. 82, no. 1, pp. 30-37, Jan. 1992.
    • (1992) Electroencephy and Clinical Neurophysiology , vol.82 , Issue.1 , pp. 30-37
    • Liu, A.1    Hahn, J.2    Heldt, G.3    Coen, R.4
  • 19
    • 0036114029 scopus 로고    scopus 로고
    • A computer-aided detection of EEG seizures in infants: A singular-spectrum approach and performance comparison
    • May
    • P. Celka and P. Colditz. "A computer-aided detection of EEG seizures in infants: a singular-spectrum approach and performance comparison". IEEE Transaction on Biomedical Engineering, vol. 49, no. 5, pp.455-462, May 2002.
    • (2002) IEEE Transaction on Biomedical Engineering , vol.49 , Issue.5 , pp. 455-462
    • Celka, P.1    Colditz, P.2
  • 20
    • 13844276623 scopus 로고    scopus 로고
    • The first international collaborative workshop on seizure prediction: Summary and data description
    • Mar.
    • Klaus Lehnertza and Brian Litt. "The First International Collaborative Workshop on Seizure Prediction: summary and data description". Clinical Neurophysiology, vol. 116, no. 3 pp. 493-505, Mar. 2005.
    • (2005) Clinical Neurophysiology , vol.116 , Issue.3 , pp. 493-505
    • Lehnertza, K.1    Litt, B.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.