• DocumentCode
    1580424
  • Title

    Analysis of functional MRI data during continuous rest state sequently using time series and spatial clustering: A primary study

  • Author

    Jiacheng Liu ; Jing Bai ; Miao Peng ; Qiyong Guo

  • Author_Institution
    Tsinghua Univ., Beijing
  • fYear
    2006
  • Firstpage
    5291
  • Lastpage
    5294
  • Abstract
    The aim of the present study is to develop a method to detect the neural activity during rest state from fMRI data. According to the high functionally neural connectivity and spatial relationship of a functional group of brain, time series and spatial clustering are sequently applied to detect the functional groups. In the article, the author also discusses the validation of the method applied to surrogate data
  • Keywords
    biomedical MRI; brain; neurophysiology; statistical analysis; time series; brain; continuous rest state; functional MRI data; functionally neural connectivity; neural activity; spatial clustering; time series; Bioelectric phenomena; Circuits; Electrodes; Magnetic resonance imaging; Microelectrodes; Neurons; Signal detection; Signal generators; Signal processing; Time series analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, 2005. IEEE-EMBS 2005. 27th Annual International Conference of the
  • Conference_Location
    Shanghai
  • Print_ISBN
    0-7803-8741-4
  • Type

    conf

  • DOI
    10.1109/IEMBS.2005.1615674
  • Filename
    1615674