• DocumentCode
    3197776
  • Title

    Cortical source localization of mouse extracranial electroencephalogram using the fieldtrip toolbox

  • Author

    Chungki Lee ; Oostenveld, Robert ; Soo Hyun Lee ; Lae Hyun Kim ; Hokun Sung ; Jee Hyun Choi

  • Author_Institution
    Center for Bionics, Korea Inst. of Sci. & Technol., Seoul, South Korea
  • fYear
    2013
  • fDate
    3-7 July 2013
  • Firstpage
    3307
  • Lastpage
    3310
  • Abstract
    Neuronal source estimation is a general tool for analyzing spatiotemporal dynamics in human EEG. Despite rapidly-evolving interest in human brain, there are few EEG based source estimation tools in rodent brain. Therefore, we implemented source estimation tool in a mouse model, using the FieldTrip open-source software. High resolution EEGs with a known cortical source were recorded with a recently developed 40-channel polyimide-based microelectrode under optical stimulation on optogenetially engineered mice. To obtain realistic mouse head models, the volume conduction model was extracted from in vitro mouse brain MRIs. Segmented compartments (skin and outer/inner skull) were used to form triangular meshes and then applied to the boundary element method. The high-resolution EEGs recorded during various optogenetic stimulation of the mouse brain were inversely source reconstructed using minimum-norm estimate. Estimated source locations and strengths were reconstructed, and their error was calculated to evaluate FieldTrip-based source localization algorithm. In summary, source localization imaging of the mouse brain was successfully achieved, using freely-available open source software. This will be useful to investigate the functional dynamics of mouse brain in noninvasive measure.
  • Keywords
    biomedical MRI; biomedical electrodes; boundary-elements methods; electroencephalography; image reconstruction; image segmentation; inverse problems; medical image processing; microelectrodes; 40-channel polyimide-based microelectrode; EEG; FieldTrip open-source software; FieldTrip toolbox; boundary element method; cortical source localization; functional mouse brain dynamics; in vitro mouse brain MRI; inverse source reconstruction; minimum-norm estimate; mouse extracranial electroencephalogram; mouse head models; neuronal source estimation; optogenetic stimulation; skin segmented compartments; skull segmented compartments; source localization imaging; spatiotemporal dynamics; volume conduction model; Brain modeling; Electrodes; Electroencephalography; Inverse problems; Magnetic resonance imaging; Mice; Solid modeling;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE
  • Conference_Location
    Osaka
  • ISSN
    1557-170X
  • Type

    conf

  • DOI
    10.1109/EMBC.2013.6610248
  • Filename
    6610248