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Volumn 26, Issue 6, 2009, Pages 381-391

Seizure detection: An assessment of time- and frequency-based features in a unified two-dimensional decisional space using nonlinear decision functions

Author keywords

Epilepsy; Feature extraction; IEEG; Nonlinear decision functions; Seizure detection

Indexed keywords

ADOLESCENT; ARTICLE; CHILD; CLINICAL ARTICLE; CLINICAL ASSESSMENT; CLINICAL FEATURE; DIAGNOSTIC ACCURACY; ELECTROENCEPHALOGRAM; EPILEPSY; FEMALE; HUMAN; INTRACRANIAL ELECTROENCEPHALOGRAM; INTRACTABLE EPILEPSY; MALE; MEDICAL DECISION MAKING; NONLINEAR SYSTEM; PATIENT MONITORING; PREOPERATIVE EVALUATION; SEIZURE; STATISTICAL ANALYSIS; TIME; TUBEROUS SCLEROSIS;

EID: 74249108201     PISSN: 07360258     EISSN: None     Source Type: Journal    
DOI: 10.1097/WNP.0b013e3181c29928     Document Type: Article
Times cited : (26)

References (35)
  • 1
    • 38649088931 scopus 로고    scopus 로고
    • Neonatal seizure detection using multichannel display of envelope trend
    • Abend NS, Dlugos D, Herman S. Neonatal seizure detection using multichannel display of envelope trend. Epilepsia. 2008;49:2:349-352.
    • (2008) Epilepsia , vol.49 , Issue.2 , pp. 349-352
    • Abend, N.S.1    Dlugos, D.2    Herman, S.3
  • 3
    • 1942510645 scopus 로고    scopus 로고
    • Interictal spike detection using the Walsh transform
    • Adjouadi M, Cabrerizo M, Ayala M, et al. Interictal spike detection using the Walsh transform. IEEE Trans Biomed Eng. 2004;51:5:868-873.
    • (2004) IEEE Trans Biomed Eng , vol.51 , Issue.5 , pp. 868-873
    • Adjouadi, M.1    Cabrerizo, M.2    Ayala, M.3
  • 4
    • 13244265704 scopus 로고    scopus 로고
    • Detection of interictal spikes and artifactual data through orthogonal transformations
    • Adjouadi M, Cabrerizo M, Ayala M, et al. Detection of interictal spikes and artifactual data through orthogonal transformations. J Clin Neurophysiol. 2005;22:1:53-64.
    • (2005) J Clin Neurophysiol , vol.22 , Issue.1 , pp. 53-64
    • Adjouadi, M.1    Cabrerizo, M.2    Ayala, M.3
  • 5
    • 0346401452 scopus 로고    scopus 로고
    • A robust method for detecting interdependences: Application to intracranially recorded EEG
    • Arnhold J, Lehnertz K, Grassberger P, Elger CE. A robust method for detecting interdependences: application to intracranially recorded EEG. Physica D: Nonlinear Phenomena. 1999;134:419-430.
    • (1999) Physica D: Nonlinear Phenomena , vol.134 , pp. 419-430
    • Arnhold, J.1    Lehnertz, K.2    Grassberger, P.3    Elger, C.E.4
  • 6
    • 46849098437 scopus 로고    scopus 로고
    • Epileptogenicity of brain structures in human temporal lobe epilepsy: A quantified study from intracerebral EEG
    • Bartolomei F, Chauvel P, Wendling F. Epileptogenicity of brain structures in human temporal lobe epilepsy: a quantified study from intracerebral EEG. Brain. 2008;131:1818-1830.
    • (2008) Brain , vol.131 , pp. 1818-1830
    • Bartolomei, F.1    Chauvel, P.2    Wendling, F.3
  • 7
    • 27144489164 scopus 로고    scopus 로고
    • A tutorial on support vector machines for pattern recognition
    • Boston, Kluwer Academic Publishers
    • Burges CJ. A tutorial on support vector machines for pattern recognition. In: Data Mining and Knowledge Discovery. Vol.2. Boston, Kluwer Academic Publishers, 1998, pp 121-167.
    • (1998) Data Mining and Knowledge Discovery , vol.2 , pp. 121-167
    • Burges, C.J.1
  • 9
    • 70449121854 scopus 로고    scopus 로고
    • Pattern extraction in interictal EEG recordings towards detection of electrodes leading to seizures
    • Cabrerizo M, Adjouadi M, Ayala M, Tito M. Pattern extraction in interictal EEG recordings towards detection of electrodes leading to seizures. Biomed Sci Instrument. 2006;42:243-248.
    • (2006) Biomed Sci Instrument , vol.42 , pp. 243-248
    • Cabrerizo, M.1    Adjouadi, M.2    Ayala, M.3    Tito, M.4
  • 10
    • 22944431860 scopus 로고    scopus 로고
    • 3D epileptic foci detection using an integrated neuro-imaging approach
    • Publisher: World Scientific and Engineering Academy and Society (WSEAS) WSEAS Transactions on Information Science and Applications
    • Cabrerizo M, Adjouadi M, Ayala M, Sesin A. 3D epileptic foci detection using an integrated neuro-imaging approach. ICCOMP'05: Proceedings of the 9th WSEAS International Conference on Computers. Publisher: World Scientific and Engineering Academy and Society (WSEAS) WSEAS Transactions on Information Science and Applications. Vol.2. 2005;987-995.
    • (2005) ICCOMP'05: Proceedings of the 9th WSEAS International Conference on Computers , vol.2 , pp. 987-995
    • Cabrerizo, M.1    Adjouadi, M.2    Ayala, M.3    Sesin, A.4
  • 12
    • 29544439661 scopus 로고    scopus 로고
    • A multi-dimensional scheme for controlling unstable periodic orbits in chaotic systems
    • Chakravarthy N, Tsakalis K, Iasemidis LD, Spanias A. A multi-dimensional scheme for controlling unstable periodic orbits in chaotic systems. Phys Lett A. 2006;349:116-127.
    • (2006) Phys Lett A , vol.349 , pp. 116-127
    • Chakravarthy, N.1    Tsakalis, K.2    Iasemidis, L.D.3    Spanias, A.4
  • 15
    • 0031858128 scopus 로고    scopus 로고
    • Seizure detection using a self-organizing neural network: Validation and comparison with other detection strategies
    • Gabor AJ. Seizure detection using a self-organizing neural network: validation and comparison with other detection strategies. Electroenceph Clin Neurophysiol. 1998;107:1:27-32.
    • (1998) Electroenceph Clin Neurophysiol , vol.107 , Issue.1 , pp. 27-32
    • Gabor, A.J.1
  • 16
    • 38349123053 scopus 로고    scopus 로고
    • Principal component analysis-enhanced cosine radial basis function neural network for robust epilepsy and seizure detection
    • Ghosh-Dastidar S, Adeli H, Dadmehr N. Principal component analysis- enhanced cosine radial basis function neural network for robust epilepsy and seizure detection. IEEE Trans Biomed Eng. 2008;55:512-518.
    • (2008) IEEE Trans Biomed Eng , vol.55 , pp. 512-518
    • Ghosh-Dastidar, S.1    Adeli, H.2    Dadmehr, N.3
  • 17
    • 0032962246 scopus 로고    scopus 로고
    • Automatic detection of seizures and spikes
    • Gotman J. Automatic detection of seizures and spikes. J Clin Neurophysiol. 1999;16:130-140.
    • (1999) J Clin Neurophysiol , vol.16 , pp. 130-140
    • Gotman, J.1
  • 18
    • 0021800825 scopus 로고
    • Practical use of computer-assisted EEG interpretation in epilepsy
    • Gotman J. Practical use of computer-assisted EEG interpretation in epilepsy. Clin Neurophysiol. 1985;2:251-265.
    • (1985) Clin Neurophysiol , vol.2 , pp. 251-265
    • Gotman, J.1
  • 19
    • 0020382517 scopus 로고
    • Automatic recognition of epileptic seizures in the EEG
    • Gotman J. Automatic recognition of epileptic seizures in the EEG. Electroenceph Clin Neurophysiol. 1982;54:530-540.
    • (1982) Electroenceph Clin Neurophysiol , vol.54 , pp. 530-540
    • Gotman, J.1
  • 20
    • 54949121972 scopus 로고    scopus 로고
    • Chaos in electrophysiology, concepts and techniques in bioelectric measurements: Is the medium carrying the message?
    • Billette J, LeBlanc AR (eds)
    • Guevara MR. Chaos in electrophysiology, concepts and techniques in bioelectric measurements: is the medium carrying the message? In: Billette J, LeBlanc AR (eds). Montreal, Editions de l'Ecole. Polytechnique, 1997, pp 67-87.
    • (1997) Montreal, Editions de l'Ecole. Polytechnique , pp. 67-87
    • Guevara, M.R.1
  • 21
    • 0015601229 scopus 로고
    • The physical significance of time domain descriptors in EEG analysis
    • Hjorth B. The physical significance of time domain descriptors in EEG analysis. Electroencephalogr Clin Neurophysiol. 1970;34:321-325.
    • (1970) Electroencephalogr Clin Neurophysiol , vol.34 , pp. 321-325
    • Hjorth, B.1
  • 22
    • 0347153916 scopus 로고
    • Spatiotemporal evolution of dynamical measures precedes onset of mesial temporal lobe seizures
    • Iasemidis LD, Barreto A, Gilmore RL, et al. Spatiotemporal evolution of dynamical measures precedes onset of mesial temporal lobe seizures. Epilepsia. 1994;35:133-134.
    • (1994) Epilepsia , vol.35 , pp. 133-134
    • Iasemidis, L.D.1    Barreto, A.2    Gilmore, R.L.3
  • 23
    • 34250173504 scopus 로고    scopus 로고
    • Special issue: Synchronization in neural systems-introduction
    • Iasemidis LD. Special issue: synchronization in neural systems-introduction. Int J Neural Syst. 2007;17:V-VI.
    • (2007) Int J Neural Syst , vol.17
    • Iasemidis, L.D.1
  • 24
    • 0035101459 scopus 로고    scopus 로고
    • Separation of spikes from background by independent component analysis with dipole modeling and comparison to intracranial recording
    • Kobayashi K, Merlet I, Gotman J. Separation of spikes from background by independent component analysis with dipole modeling and comparison to intracranial recording. Clin Neurophysiol. 2001;112:405-413.
    • (2001) Clin Neurophysiol , vol.112 , pp. 405-413
    • Kobayashi, K.1    Merlet, I.2    Gotman, J.3
  • 26
    • 13844305188 scopus 로고    scopus 로고
    • Inability of Lyapunov exponents to predict epileptic seizures
    • Lai YC, Harrison MA, Frei MG, Osorio I. Inability of Lyapunov exponents to predict epileptic seizures. Phys Rev Lett. 2003;8:91-96.
    • (2003) Phys Rev Lett , vol.8 , pp. 91-96
    • Lai, Y.C.1    Harrison, M.A.2    Frei, M.G.3    Osorio, I.4
  • 27
    • 0033196391 scopus 로고    scopus 로고
    • Coupled ordinary differential equation lattice model for the simulation of epileptic seizures
    • Larter R, Speelman BA. Coupled ordinary differential equation lattice model for the simulation of epileptic seizures. Chaos. 1999;9:795-804.
    • (1999) Chaos , vol.9 , pp. 795-804
    • Larter, R.1    Speelman, B.A.2
  • 28
    • 67349205150 scopus 로고    scopus 로고
    • Model-free detection of bold changes related to epileptic discharges using independent component analysis
    • Levan P, Tyvaert L, Gotman J. Model-free detection of bold changes related to epileptic discharges using independent component analysis. Epilepsia. 2007; 48:397-398.
    • (2007) Epilepsia , vol.48 , pp. 397-398
    • Levan, P.1    Tyvaert, L.2    Gotman, J.3
  • 30
    • 35549002814 scopus 로고    scopus 로고
    • Genetic programming of conventional features to detect seizure precursors
    • Smart O, Firpi H, Vachtsevanos G. Genetic programming of conventional features to detect seizure precursors. Eng Appl Artif Intell. 2007;20:8:1070-1085.
    • (2007) Eng Appl Artif Intell , vol.20 , Issue.8 , pp. 1070-1085
    • Smart, O.1    Firpi, H.2    Vachtsevanos, G.3
  • 32
    • 33748525552 scopus 로고    scopus 로고
    • Control aspects of a theoretical model for epileptic seizures
    • Tsakalis K, Iasemidis L. Control aspects of a theoretical model for epileptic seizures. Int J Bifurcation Chaos. 2006;16:2013-2027.
    • (2006) Int J Bifurcation Chaos , vol.16 , pp. 2013-2027
    • Tsakalis, K.1    Iasemidis, L.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.