• DocumentCode
    1974619
  • Title

    Comparison of fMRI activation and EEG source localization using beamformers during motor response in the Stroop task: Preliminary results

  • Author

    Strobbe, Gregor ; Santens, Seppe ; Van Mierlo, Pieter ; Hallez, Hans ; Van Opstal, Filip ; Rosseel, Yves ; Verguts, Tom ; Vandenberghe, Stefaan

  • Author_Institution
    Dept of Electron. & Informations Syst., Ghent Univ., Ghent, Belgium
  • fYear
    2011
  • fDate
    13-16 May 2011
  • Firstpage
    98
  • Lastpage
    102
  • Abstract
    The simultaneous measurement of neuro-functional MRI and EEG provides the opportunity to investigate both haemodynamic and electrical activity in the human brain non-invasively. This multimodal technique makes it possible to combine the advantages of EEG (millisecond temporal resolution) with those of fMRI (millimeter spatial accuracy). However, the combination of EEG and fMRI suffers also from their limitations: there is no clear relationship between neuronal activity, the EEG and the fMRI signals; mismatches are observed between EEG and fMRI analyses and there are experimental limitations. In this study we present a qualitative analysis of simultaneous acquired EEG/fMRI data from a single subject performing the Stroop task. The EEG data and the fMRI time series are processed separately focused on the motor responses. We apply a beamformer spatial filter to the EEG data to localize the electrical activity corresponding to the motor responses of the right and the left hand. The areas of maximum electrical activation are compared with the fMRI activation clusters. Both analyses show activation around the primary motor cortex. These results are an indication to start with a more sophisticated and integrated analysis of simultaneous acquired EEG/fMRI data during the Stroop task.
  • Keywords
    biomedical MRI; electroencephalography; haemodynamics; image segmentation; medical image processing; neurophysiology; spatial filters; time series; EEG signals; EEG source localization; beamformer spatial filter; fMRI activation; fMRI signals; haemodynamic; human brain; maximum electrical activation; multimodal technique; neurofunctional MRI; neuronal acitivity; primary motor cortex; qualitative analysis; time series; Brain modeling; Electrodes; Electroencephalography; Image color analysis; Magnetic resonance imaging; Spatial resolution;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Noninvasive Functional Source Imaging of the Brain and Heart & 2011 8th International Conference on Bioelectromagnetism (NFSI & ICBEM), 2011 8th International Symposium on
  • Conference_Location
    Banff, AB
  • Print_ISBN
    978-1-4244-8282-5
  • Type

    conf

  • DOI
    10.1109/NFSI.2011.5936828
  • Filename
    5936828