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Volumn 38, Issue 1, 2010, Pages 187-199

A comparative study of intracranial EEG files using nonlinear classification methods

Author keywords

Epilepsy; Gamma frequency; Intracranial EEG (iEEG); Nonlinear decision functions; Seizure detection

Indexed keywords

COMPARATIVE EVALUATIONS; COMPARATIVE STUDIES; DECISION FUNCTIONS; DIFFERENT FREQUENCY; FREQUENCY COMPONENTS; KEY FEATURE; NON-LINEARITY; NONLINEAR CLASSIFICATION; SEIZURE DETECTION; SPECTRAL POWER; STANDARD METHOD;

EID: 74249112978     PISSN: 00906964     EISSN: 15739686     Source Type: Journal    
DOI: 10.1007/s10439-009-9819-6     Document Type: Article
Times cited : (10)

References (35)
  • 1
    • 38649088931 scopus 로고    scopus 로고
    • Neonatal seizure detection using multichannel display of envelope trend
    • DOI 10.1111/j.1528-1167.2007.01425.x
    • NS Abend D Dlugos S Herman 2008 Neonatal seizure detection using multichannel display of envelope trend Epilepsia 49 2 349 352 10.1111/j.1528-1167.2007.01425.x 18028410 (Pubitemid 351172002)
    • (2008) Epilepsia , vol.49 , Issue.2 , pp. 349-352
    • Abend, N.S.1    Dlugos, D.2    Herman, S.3
  • 5
    • 0346401452 scopus 로고    scopus 로고
    • A robust method for detecting interdependences: Application to intracranially recorded EEG
    • 10.1016/S0167-2789(99)00140-2
    • J Arnhold K Lehnertz P Grassberger CE Elger 1999 A robust method for detecting interdependences: Application to intracranially recorded EEG Physica D 134 419 10.1016/S0167-2789(99)00140-2
    • (1999) Physica D , vol.134 , pp. 419
    • Arnhold, J.1    Lehnertz, K.2    Grassberger, P.3    Elger, C.E.4
  • 6
    • 0037224478 scopus 로고    scopus 로고
    • Time-dependent entropy estimation of EEG rhythm changes following brain ischemia
    • 10.1114/1.1541013 1:STN:280:DC%2BD3s7hsVOrug%3D%3D 12627829
    • A Bezerianos S Tong N Thakor 2003 Time-dependent entropy estimation of EEG rhythm changes following brain ischemia Ann. Biomed. Eng. 31 221 232 10.1114/1.1541013 1:STN:280:DC%2BD3s7hsVOrug%3D%3D 12627829
    • (2003) Ann. Biomed. Eng. , vol.31 , pp. 221-232
    • Bezerianos, A.1    Tong, S.2    Thakor, N.3
  • 7
    • 21844467715 scopus 로고    scopus 로고
    • Analysis of seizure onset on the basis of wideband EEG recordings
    • 10.1111/j.1528-1167.2005.01010.x 15987255
    • A Bragin CL Wilson T Fields I Fried J Engel Jr 2005 Analysis of seizure onset on the basis of wideband EEG recordings Epilepsia 46 59 63 10.1111/j.1528-1167.2005.01010.x 15987255
    • (2005) Epilepsia , vol.46 , pp. 59-63
    • Bragin, A.1    Wilson, C.L.2    Fields, T.3    Fried, I.4    Engel Jr, J.5
  • 8
    • 27144489164 scopus 로고    scopus 로고
    • A tutorial on support vector machines for pattern recognition
    • DOI 10.1023/A:1009715923555
    • CJC Burges 1998 A tutorial on support vector machines for pattern recognition Data Min. Knowl. Disc. 2 2 121 167 10.1023/A:1009715923555 (Pubitemid 128126769)
    • (1998) Data Mining and Knowledge Discovery , vol.2 , Issue.2 , pp. 121-168
    • Burges, C.J.C.1
  • 9
    • 70449121854 scopus 로고    scopus 로고
    • Pattern extraction in interictal EEG recordings towards detection of electrodes leading to seizures
    • M Cabrerizo M Adjouadi M Ayala M Tito 2006 Pattern extraction in interictal EEG recordings towards detection of electrodes leading to seizures Biomed. Sci. Instrum. 42 243 248
    • (2006) Biomed. Sci. Instrum. , vol.42 , pp. 243-248
    • Cabrerizo, M.1    Adjouadi, M.2    Ayala, M.3    Tito, M.4
  • 12
    • 55349108951 scopus 로고    scopus 로고
    • Automatic detection of high frequency oscillations in human intracerebral EEGs
    • R Chander E Urrestarrazu J Gotman 2006 Automatic detection of high frequency oscillations in human intracerebral EEGs Epilepsia 47 4 37
    • (2006) Epilepsia , vol.47 , Issue.4 , pp. 37
    • Chander, R.1    Urrestarrazu, E.2    Gotman, J.3
  • 14
    • 85008008123 scopus 로고    scopus 로고
    • Epileptic seizure prediction using hybrid feature selection over multiple intracranial EEG electrode contacts: A report of four patients
    • 10.1109/TBME.2003.810706 12769436
    • M D'Alessandro R Esteller G Vachtsevanos A Hinson J Echauz B Litt 2003 Epileptic seizure prediction using hybrid feature selection over multiple intracranial EEG electrode contacts: a report of four patients IEEE Trans. Biomed. Eng. 50 5 603 615 10.1109/TBME.2003.810706 12769436
    • (2003) IEEE Trans. Biomed. Eng. , vol.50 , Issue.5 , pp. 603-615
    • D'Alessandro, M.1    Esteller, R.2    Vachtsevanos, G.3    Hinson, A.4    Echauz, J.5    Litt, B.6
  • 16
    • 0031858128 scopus 로고    scopus 로고
    • Seizure detection using a self-organizing neural network: Validation and comparison with other detection strategies
    • DOI 10.1016/S0013-4694(98)00043-1, PII S0013469498000431
    • AJ Gabor 1998 Seizure detection using a self-organizing neural network: validation and comparison with other detection strategies Electroencephalogr. Clin. Neurophysiol. 107 1 27 32 10.1016/S0013-4694(98)00043-1 1:STN:280:DyaK1cvhsVajsw%3D%3D 9743269 (Pubitemid 28343459)
    • (1998) Electroencephalography and Clinical Neurophysiology , vol.107 , Issue.1 , pp. 27-32
    • Gabor, A.J.1
  • 17
    • 38349123053 scopus 로고    scopus 로고
    • Principal component analysis-enhanced cosine radial basis function neural network for robust epilepsy and seizure detection
    • 10.1109/TBME.2007.905490 18269986
    • S Ghosh-Dastidar H Adeli N Dadmehr 2008 Principal component analysis-enhanced cosine radial basis function neural network for robust epilepsy and seizure detection IEEE Trans. Biomed. Eng. 55 2-1 512 518 10.1109/TBME.2007.905490 18269986
    • (2008) IEEE Trans. Biomed. Eng. , vol.55 , Issue.21 , pp. 512-518
    • Ghosh-Dastidar, S.1    Adeli, H.2    Dadmehr, N.3
  • 19
    • 0032962246 scopus 로고    scopus 로고
    • Automatic detection of seizures and spikes
    • DOI 10.1097/00004691-199903000-00005
    • J Gotman 1999 Automatic detection of seizures and spikes J. Clin. Neurophysiol. 16 130 140 10.1097/00004691-199903000-00005 1:STN:280: DyaK1M3os1SmtQ%3D%3D 10359498 (Pubitemid 29237274)
    • (1999) Journal of Clinical Neurophysiology , vol.16 , Issue.2 , pp. 130-140
    • Gotman, J.1
  • 20
    • 0020382517 scopus 로고
    • Automatic recognition of epileptic seizures in the EEG
    • DOI 10.1016/0013-4694(82)90038-4
    • J Gotman 1982 Automatic recognition of epileptic seizures in the EEG Electroencephalogr. Clin. Neurophysiol. 54 530 540 10.1016/0013-4694(82)90038-4 1:STN:280:DyaL3s%2FislWiuw%3D%3D 6181976 (Pubitemid 13244246)
    • (1982) Electroencephalography and Clinical Neurophysiology , vol.54 , Issue.5 , pp. 530-540
    • Gotman, J.1
  • 22
    • 0015601229 scopus 로고
    • The physical significance of time domain descriptors in EEG analysis
    • B Hjorth 1970 The physical significance of time domain descriptors in EEG analysis Electroencephalogr. Clin. Neurophysiol. 34 321 325
    • (1970) Electroencephalogr. Clin. Neurophysiol. , vol.34 , pp. 321-325
    • Hjorth, B.1
  • 25
    • 0035101459 scopus 로고    scopus 로고
    • Separation of spikes from background by independent component analysis with dipole modeling and comparison to intracranial recording
    • DOI 10.1016/S1388-2457(01)00457-6, PII S1388245701004576
    • K Kobayashi I Merlet J Gotman 2001 Separation of spikes from background by independent component analysis with dipole modeling and comparison to intracranial recording Clin. Neurophysiol. 112 3 405 413 10.1016/S1388-2457(01) 00457-6 1:STN:280:DC%2BD3M7nsV2ktQ%3D%3D 11222961 (Pubitemid 32166920)
    • (2001) Clinical Neurophysiology , vol.112 , Issue.3 , pp. 405-413
    • Kobayashi, K.1    Merlet, I.2    Gotman, J.3
  • 27
    • 0033196391 scopus 로고    scopus 로고
    • A coupled ordinary differential equation lattice model for the simulation of epileptic seizures
    • 10.1063/1.166453 12779875
    • R Larter B Speelman 1999 A coupled ordinary differential equation lattice model for the simulation of epileptic seizures Chaos 9 795 804 10.1063/1.166453 12779875
    • (1999) Chaos , vol.9 , pp. 795-804
    • Larter, R.1    Speelman, B.2
  • 28
    • 67349205150 scopus 로고    scopus 로고
    • Model-free detection of bold changes related to epileptic discharges using independent component analysis
    • P Levan L Tyvaert J Gotman 2007 Model-free detection of bold changes related to epileptic discharges using independent component analysis Epilepsia 48 6 397 398
    • (2007) Epilepsia , vol.48 , Issue.6 , pp. 397-398
    • Levan, P.1    Tyvaert, L.2    Gotman, J.3
  • 32
    • 35549002814 scopus 로고    scopus 로고
    • Genetic programming of conventional features to detect seizure precursors
    • DOI 10.1016/j.engappai.2007.02.002, PII S0952197607000127
    • O Smart H Firpi G Vachtsevanos 2007 Genetic programming of conventional features to detect seizure precursors Eng. Appl. Artif. Intel. 20 8 1070 1085 10.1016/j.engappai.2007.02.002 (Pubitemid 350016840)
    • (2007) Engineering Applications of Artificial Intelligence , vol.20 , Issue.8 , pp. 1070-1085
    • Smart, O.1    Firpi, H.2    Vachtsevanos, G.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.