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Volumn 34, Issue 2, 2007, Pages 598-607

Complete artifact removal for EEG recorded during continuous fMRI using independent component analysis

Author keywords

Artifact removal; Electroencephalography; Event related potentials; Functional magnetic resonance imaging; Independent component analysis

Indexed keywords

ARTICLE; ARTIFACT; BRAIN; ELECTROENCEPHALOGRAM; EVENT RELATED POTENTIAL; FUNCTIONAL MAGNETIC RESONANCE IMAGING; INDEPENDENT COMPONENT ANALYSIS; PRIORITY JOURNAL; STATISTICAL SIGNIFICANCE;

EID: 35148821509     PISSN: 10538119     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neuroimage.2006.09.037     Document Type: Article
Times cited : (189)

References (38)
  • 1
    • 0032189998 scopus 로고    scopus 로고
    • Identification of EEG events in the MR scanner: the problem of pulse artifact and a method for its subtraction
    • Allen P.J., Polizzi G., Krakow K., Fish D.R., and Lemieux L. Identification of EEG events in the MR scanner: the problem of pulse artifact and a method for its subtraction. NeuroImage 8 (1998) 229-239
    • (1998) NeuroImage , vol.8 , pp. 229-239
    • Allen, P.J.1    Polizzi, G.2    Krakow, K.3    Fish, D.R.4    Lemieux, L.5
  • 2
    • 0033870442 scopus 로고    scopus 로고
    • A method for removing imaging artifact from continuous EEG recorded during functional MRI
    • Allen P.J., Josephs O., and Turner R. A method for removing imaging artifact from continuous EEG recorded during functional MRI. NeuroImage 12 (2000) 230-239
    • (2000) NeuroImage , vol.12 , pp. 230-239
    • Allen, P.J.1    Josephs, O.2    Turner, R.3
  • 4
    • 0033597570 scopus 로고    scopus 로고
    • Visual evoked potential (VEP) measured by simultaneous 64-channel EEG and 3 T fMRI
    • Bonmassar G., Anami K., Ives J., and Belliveau J.W. Visual evoked potential (VEP) measured by simultaneous 64-channel EEG and 3 T fMRI. NeuroReport 10 (1999) 1893-1897
    • (1999) NeuroReport , vol.10 , pp. 1893-1897
    • Bonmassar, G.1    Anami, K.2    Ives, J.3    Belliveau, J.W.4
  • 8
    • 0028416938 scopus 로고
    • Independent component analysis-A new concept?
    • Comon P. Independent component analysis-A new concept?. Signal Process. 36 (1994) 287-314
    • (1994) Signal Process. , vol.36 , pp. 287-314
    • Comon, P.1
  • 9
    • 0036335138 scopus 로고    scopus 로고
    • Altered processing of acoustic stimuli during sleep: reduced auditory activation and visual deactivation detected by a combined fMRI/EEG study
    • Czisch M., Wetter T.C., Kaufmann C., Pollmacher T., Holsboer F., and Auer D.P. Altered processing of acoustic stimuli during sleep: reduced auditory activation and visual deactivation detected by a combined fMRI/EEG study. NeuroImage 16 (2002) 251-258
    • (2002) NeuroImage , vol.16 , pp. 251-258
    • Czisch, M.1    Wetter, T.C.2    Kaufmann, C.3    Pollmacher, T.4    Holsboer, F.5    Auer, D.P.6
  • 10
    • 13944260883 scopus 로고    scopus 로고
    • What is novel in the novelty oddball paradigm? Functional significance of the novelty P3 event-related potential as revealed by independent component analysis
    • Debener S., Makeig S., Delorme A., and Engel A.K. What is novel in the novelty oddball paradigm? Functional significance of the novelty P3 event-related potential as revealed by independent component analysis. Brain Res. Cogn. Brain Res. 22 (2005) 309-321
    • (2005) Brain Res. Cogn. Brain Res. , vol.22 , pp. 309-321
    • Debener, S.1    Makeig, S.2    Delorme, A.3    Engel, A.K.4
  • 11
    • 1242283941 scopus 로고    scopus 로고
    • EEGLAB: an open source toolbox for analysis of single-trial EEG dynamics including independent component analysis
    • Delorme A., and Makeig S. EEGLAB: an open source toolbox for analysis of single-trial EEG dynamics including independent component analysis. J. Neurosci. Methods 134 (2004) 9-21
    • (2004) J. Neurosci. Methods , vol.134 , pp. 9-21
    • Delorme, A.1    Makeig, S.2
  • 12
    • 0032937489 scopus 로고    scopus 로고
    • Restoration of electrophysiological signals distorted by inductive effects of magnetic field gradients during MR sequences
    • Felblinger J., Slotboom J., Kreis R., Jung B., and Boesch C. Restoration of electrophysiological signals distorted by inductive effects of magnetic field gradients during MR sequences. Magn. Reson. Med. 41 (1999) 715-721
    • (1999) Magn. Reson. Med. , vol.41 , pp. 715-721
    • Felblinger, J.1    Slotboom, J.2    Kreis, R.3    Jung, B.4    Boesch, C.5
  • 13
    • 24344436036 scopus 로고    scopus 로고
    • Using ICA for removal of ocular artifacts in EEG recorded from blind subjects
    • Flexer A., Bauer H., Pripfl J., and Dorffner G. Using ICA for removal of ocular artifacts in EEG recorded from blind subjects. Neural Netw. 18 (2005) 998-1005
    • (2005) Neural Netw. , vol.18 , pp. 998-1005
    • Flexer, A.1    Bauer, H.2    Pripfl, J.3    Dorffner, G.4
  • 14
    • 0037147690 scopus 로고    scopus 로고
    • Simultaneous EEG and FMRI of the alpha rhythm
    • Goldman R.I., Stern J.M., Engel J., and Cohen M.S. Simultaneous EEG and FMRI of the alpha rhythm. NeuroReport 13 (2002) 2487-2492
    • (2002) NeuroReport , vol.13 , pp. 2487-2492
    • Goldman, R.I.1    Stern, J.M.2    Engel, J.3    Cohen, M.S.4
  • 15
    • 33845435132 scopus 로고    scopus 로고
    • New approximations of differential entropy for independent component analysis and projection pursuit
    • Hyvärinen A. New approximations of differential entropy for independent component analysis and projection pursuit. Adv. Neural Inf. Process. Syst. 10 (1998) 273-279
    • (1998) Adv. Neural Inf. Process. Syst. , vol.10 , pp. 273-279
    • Hyvärinen, A.1
  • 16
    • 0032629347 scopus 로고    scopus 로고
    • Fast and robust fixed-point algorithms for independent component analysis
    • Hyvärinen A. Fast and robust fixed-point algorithms for independent component analysis. IEEE Trans. Neural Netw. 10 (1999) 626-634
    • (1999) IEEE Trans. Neural Netw. , vol.10 , pp. 626-634
    • Hyvärinen, A.1
  • 17
    • 0346307721 scopus 로고    scopus 로고
    • A fast fixed point algorithm for independent component analysis
    • Hyvärinen A., and Oja E. A fast fixed point algorithm for independent component analysis. Neural Comput. 9 (1997) 283-292
    • (1997) Neural Comput. , vol.9 , pp. 283-292
    • Hyvärinen, A.1    Oja, E.2
  • 19
    • 0042819875 scopus 로고    scopus 로고
    • Temporally constrained ICA: an application to artifact rejection in electromagnetic brain signal analysis
    • James C.J., and Gibson O.J. Temporally constrained ICA: an application to artifact rejection in electromagnetic brain signal analysis. IEEE Trans. Biomed. Eng. 50 (2003) 1108-1116
    • (2003) IEEE Trans. Biomed. Eng. , vol.50 , pp. 1108-1116
    • James, C.J.1    Gibson, O.J.2
  • 20
    • 18744404816 scopus 로고    scopus 로고
    • Independent component analysis for biomedical signals
    • James C.J., and Hesse C.W. Independent component analysis for biomedical signals. Physiol. Meas. 26 (2005) R15-R39
    • (2005) Physiol. Meas. , vol.26
    • James, C.J.1    Hesse, C.W.2
  • 22
    • 0034307938 scopus 로고    scopus 로고
    • Removal of eye activity artifacts from visual event-related potentials in normal and clinical subjects
    • Jung T.P., Makeig S., Westerfield M., Townsend J., Courchesne E., and Sejnowski T.J. Removal of eye activity artifacts from visual event-related potentials in normal and clinical subjects. Clin. Neurophysiol. 111 (2000) 1745-1758
    • (2000) Clin. Neurophysiol. , vol.111 , pp. 1745-1758
    • Jung, T.P.1    Makeig, S.2    Westerfield, M.3    Townsend, J.4    Courchesne, E.5    Sejnowski, T.J.6
  • 25
    • 0035721479 scopus 로고    scopus 로고
    • Functional MRI activation of individual interictal epileptiform spikes
    • Krakow K., Messina D., Lemieux L., Duncan J.S., and Fish D.R. Functional MRI activation of individual interictal epileptiform spikes. NeuroImage 13 (2001) 502-505
    • (2001) NeuroImage , vol.13 , pp. 502-505
    • Krakow, K.1    Messina, D.2    Lemieux, L.3    Duncan, J.S.4    Fish, D.R.5
  • 26
    • 0033867418 scopus 로고    scopus 로고
    • Recording of the event-related potentials during functional MRI at 3.0 Tesla field strength
    • Kruggel F., Wiggins C.J., Herrmann C.S., and von Cramon D.Y. Recording of the event-related potentials during functional MRI at 3.0 Tesla field strength. Magn. Reson. Med. 44 (2000) 277-282
    • (2000) Magn. Reson. Med. , vol.44 , pp. 277-282
    • Kruggel, F.1    Wiggins, C.J.2    Herrmann, C.S.3    von Cramon, D.Y.4
  • 31
    • 0035172710 scopus 로고    scopus 로고
    • Comparison of spike-triggered functional MRI BOLD activation and EEG dipole model localization
    • Lemieux L., Krakow K., and Fish D.R. Comparison of spike-triggered functional MRI BOLD activation and EEG dipole model localization. NeuroImage 14 (2001) 1097-1104
    • (2001) NeuroImage , vol.14 , pp. 1097-1104
    • Lemieux, L.1    Krakow, K.2    Fish, D.R.3
  • 34
    • 27544446124 scopus 로고    scopus 로고
    • Removal of FMRI environment artifacts from EEG data using optimal basis sets
    • Niazy R.K., Beckmann C.F., Iannetti G.D., Brady J.M., and Smith S.M. Removal of FMRI environment artifacts from EEG data using optimal basis sets. NeuroImage 28 (2005) 720-737
    • (2005) NeuroImage , vol.28 , pp. 720-737
    • Niazy, R.K.1    Beckmann, C.F.2    Iannetti, G.D.3    Brady, J.M.4    Smith, S.M.5
  • 36
    • 10044290880 scopus 로고    scopus 로고
    • ICA-based procedures for removing ballistocardiogram artifacts from EEG data acquired in the MRI scanner
    • Srivastava G., Crottaz-Herbette S., Lau K.M., Glover G.H., and Menon V. ICA-based procedures for removing ballistocardiogram artifacts from EEG data acquired in the MRI scanner. NeuroImage 24 (2005) 50-60
    • (2005) NeuroImage , vol.24 , pp. 50-60
    • Srivastava, G.1    Crottaz-Herbette, S.2    Lau, K.M.3    Glover, G.H.4    Menon, V.5
  • 37
    • 0020164132 scopus 로고
    • Correction of EOG artifacts in event-related potentials of EEG: aspects of reliability and validity
    • Verleger R., Gasser T., and Möcks J. Correction of EOG artifacts in event-related potentials of EEG: aspects of reliability and validity. Psychophysiology 19 (1982) 472-480
    • (1982) Psychophysiology , vol.19 , pp. 472-480
    • Verleger, R.1    Gasser, T.2    Möcks, J.3
  • 38
    • 0020585073 scopus 로고
    • The removal of the eye-movement artifact from the EEG by regression analysis in the frequency domain
    • Woestenburg J.C., Verbaten M.N., and Slangen J.L. The removal of the eye-movement artifact from the EEG by regression analysis in the frequency domain. Biol. Psychol. 16 (1983) 127-147
    • (1983) Biol. Psychol. , vol.16 , pp. 127-147
    • Woestenburg, J.C.1    Verbaten, M.N.2    Slangen, J.L.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.