• DocumentCode
    2993102
  • Title

    Discriminative Analysis of Cerebral Motor Function Tissue for Left and Right Handedness Based on DTI

  • Author

    Qin, Jiaolong ; Wang, Wei ; Pang, Chaoyi ; Tang, Liming

  • Author_Institution
    Dept. of Educ. Technol., Nanjing Normal Univ., Nanjing, China
  • fYear
    2011
  • fDate
    24-28 Sept. 2011
  • Firstpage
    68
  • Lastpage
    71
  • Abstract
    Objective: To investigate the relationship between handedness and motorial brain tissue (corticospinal fasciculus and corpus striatum) with diffusion tensor imaging (DTI). Methods: In this study, thirty-five healthy subjects (24 right-handers and 11 left-handers) were enrolled from the International Consortium of Brain Mapping (ICBM) database, and the DTI data were obtained on Siemens Sonata 1.5T MR units. The parameters including fractional anisotropy (FA), mean diffusivity (MD), longitudianl diffusivity (λËL) and transverse diffusivity (λËT) were acquired from the corticospinal fasciculus and corpus striatum in both hemispheres of brain. Discriminative analysis for left and right handed nesses was employed. Results: Handedness relates to motorial brain tissue, and the asymmetry of the motorial brain tissue. Furthermore, the major differences between left-and right-handedness in DTI index parameters were λËL and λËT in the caudate nucleus. Conclusion: The major differences between left- and right-handedness in microcosmic tissue were axon and myelin organization in the caudate nucleus. This finding is discovered by analyzing the DTI microcosmic information using multi-patterns.
  • Keywords
    biodiffusion; biological tissues; biomedical MRI; brain; neurophysiology; DTI data; DTI index parameters; DTI microcosmic information; axon organization; caudate nucleus; cerebral motor function tissue; corpus striatum; corticospinal fasciculus; diffusion tensor imaging; discriminative analysis; fractional anisotropy; left handedness; longitudianl diffusivity; magnetic flux density 1.5 T; microcosmic tissue; motorial brain tissue; myelin organization; right handedness; siemens Sonata MR units; transverse diffusivity; Anisotropic magnetoresistance; Brain; Diffusion tensor imaging; Humans; Indexes; Magnetic resonance; Tensile stress; Eigenimages; diffusion tensor image; discriminative analysis; motorial brain tissue; region of interesting (ROI);
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Complexity and Data Mining (IWCDM), 2011 First International Workshop on
  • Conference_Location
    Nanjing, Jiangsu
  • Print_ISBN
    978-1-4577-2007-9
  • Type

    conf

  • DOI
    10.1109/IWCDM.2011.24
  • Filename
    6128420