• DocumentCode
    1124193
  • Title

    Maximum contrast beamformer for electromagnetic mapping of brain activity

  • Author

    Yong-Sheng Chen ; Chih-Yu Cheng ; Jen-Chuen Hsieh ; Li-Fen Chen

  • Author_Institution
    Dept. of Comput. Sci., Nat. Chiao Tung Univ., Hsinchu
  • Volume
    53
  • Issue
    9
  • fYear
    2006
  • Firstpage
    1765
  • Lastpage
    1774
  • Abstract
    Beamforming technique can be applied to map the neuronal activities from magnetoencephalographic/electroencephalographic (MEG/EEG) recordings. One of the major difficulties of the scalar-type MEG/EEG beamformer is the determination of accurate dipole orientation, which is essential to an effective spatial filter. This paper presents a new beamforming technique which exploits a maximum contrast criterion to maximize the ratio of the neuronal activity estimated in a specified active state to the activity estimated in a control state. This criterion leads to a closed-form solution of the dipole orientation. Experiments with simulation, phantom, and finger-lifting data clearly demonstrate the effectiveness, efficiency, and accuracy of the proposed method
  • Keywords
    electromyography; magnetoencephalography; medical signal processing; neurophysiology; phantoms; spatial filters; EEG; MEG; brain activity; dipole orientation; effective spatial filter; electroencephalography; electromagnetic mapping; finger-lifting data; magnetoencephalography; maximum contrast beamformer; neuronal activities; phantom; Biomedical imaging; Brain modeling; Electroencephalography; Electromagnetic fields; Electromagnetic measurements; Hospitals; Inverse problems; Magnetic resonance imaging; Neuroscience; State estimation; EEG; MEG; electromagnetic brain mapping; maximum contrast beamformer; Algorithms; Brain; Brain Mapping; Computer Simulation; Diagnosis, Computer-Assisted; Electroencephalography; Evoked Potentials, Motor; Humans; Magnetoencephalography; Models, Neurological;
  • fLanguage
    English
  • Journal_Title
    Biomedical Engineering, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9294
  • Type

    jour

  • DOI
    10.1109/TBME.2006.878115
  • Filename
    1673618