EEG Current Source Imaging using VEP Data Recorded inside a 3.0T MRI Magnet

  • Han Jae Y. (Department of Biomedical Engineering, Kyung Hee University) ;
  • Choi Young H. (Department of Biomedical Engineering, Kyung Hee University) ;
  • Im Chang H. (Department of Electrical Engineering, Seoul National University) ;
  • Kim Tae-S. (Department of Biomedical Engineering, Kyung Hee University) ;
  • Lee Soo Y. (Department of Biomedical Engineering, Kyung Hee University)
  • Published : 2005.04.01

Abstract

We have performed EEG current source imaging on the cortical surface using visual evoked potentials (VEPs) recorded inside a 3.0 T MRI magnet. In order to remove ballistocardiogram (BCG) artifacts in the VEPs, an improved BCG template subtraction technique is devised. Using the cortically constrained current source imaging technique and pattern-reversal visual stimulations, we have obtained current source maps from 10 subjects. To validate the EEG current source imaging inside the magnet, we have compared the current source maps to the ones obtained outside the magnet. The experimental results demonstrate that there is a strong correspondence between the current source maps, proving that current source imaging is feasible with the evoked potentials recorded inside a 3.0 T MRI magnet.

Keywords

References

  1. G. Bonmassar, K. Anami, J. Ives, and J.W. Belliveau, 'Visual evoked potential (VEP) measured by simultaneous 64-channel EEG and 3T fMRI', Neuroreport, Vol. 10, pp. 1893-1897, 1999 https://doi.org/10.1097/00001756-199906230-00018
  2. F. Lazeyras, I. Zimine, O. Blanke, S.H. Perrig, and M. Seeck, 'Functional MRI with simultaneous EEG recording: Feasibility and application to motor and visual activation', J. Magn. Reson. Imag., Vol. 13, pp. 943-948, 2001 https://doi.org/10.1002/jmri.1135
  3. C. Mulert, L. Jagger, R. Schmitt, P. Bussfeld, O. Pogarell, H.J. Moller, G. Juckel, and U. Hegerl, 'Integration of fMRI and simultaneous EEG: towards a comprehensive understanding of localization and time-course of brain activity in target detection', Neuroimage, Vol. 22, pp 83-94, 2004 https://doi.org/10.1016/j.neuroimage.2003.10.051
  4. P.J. Allen, G. Polizzi, K. Kraokw, D.R. Fish, and L. Lemieux, 'Identification of EEG events in the MR scanner: The problem of pulse artifact and a method for its subtraction', Neuroimage, Vol. 8, pp. 229-239, 1998 https://doi.org/10.1006/nimg.1998.0361
  5. P.J. Allen, O. Josephs, and R. Turner, 'A method for removing imaging artifact from continuous EEG recorded during functional MRI', Neuroimage, Vol. 12, pp. 230-239, 2000 https://doi.org/10.1006/nimg.2000.0599
  6. G. Bonmassar, P.L. Purdon, I.P. Jaaskelainen, K. Chiappa, V. Solo, E.N. Brown, and J.W. Belliveu, 'Motion and ballisocardiogram artifact removal for interleavd reording of EEG and EPs during MRI', Neuroimage, Vol.16, pp. 1127-1141, 2002 https://doi.org/10.1006/nimg.2002.1125
  7. E. Liebenthal, M.L. Ellingson, M.V. Spanaki, T.E. Prieto, K.M. Ropella, and J.R. Binder, 'Simultaneous ERP and fMRI of the auditory cortex in a passive oddball paradig', Neuroimage, Vol. 19, pp. 1395-1404, 2003 https://doi.org/10.1016/S1053-8119(03)00228-3
  8. M. Fuchs, M. Wagner, T. Kohler, H.A. Wischmann, 'Linear and Nonlinear Current Density Reconstructions', J. Clin. Neurophysiol., Vol. 16, pp. 267-295, 1999 https://doi.org/10.1097/00004691-199905000-00006
  9. S. Baillet, J.J. Riera, G. Marin, J.F. Mangin, J. Aubert, L. Garnero, 'Evaluation of inverse methods and head models for EEG source localization using a human skull phantom', Phys. Med. Biol., Vol. 46, pp. 77-96, 2001 https://doi.org/10.1088/0031-9155/46/1/306
  10. J. Pan, and W.J. Tompkins, 'A real time QRS detection algorithm', IEEE Trans. Biomed. Eng., Vol. 32, pp. 230-236, 1985 https://doi.org/10.1109/TBME.1985.325532
  11. J.C. De munck, 'A linear discretization of the volume conductor boundary integral equation using analytically integrated elements', IEEE Trans. Biomed. Eng., Vol. 39, pp. 986-990, 1992 https://doi.org/10.1109/10.256433
  12. D.W. Shattuck, and R.M. Leahy, 'BrainSuite: An automated cortical surface identification toot', Med. Image. Anal., Vol. 6, pp. 129-142, 2002 https://doi.org/10.1016/S1361-8415(02)00054-3
  13. A.K. Liu, A.M. Dale, J.W. Belliveau, 'Monte Carlo simulation studies of EEG and MEG localization accuracy', Hum. Brain. Mapp., Vol. 16, pp. 47-62, 2002 https://doi.org/10.1002/hbm.10024