• DocumentCode
    724967
  • Title

    White matter integrity in traumatic brain injury: Effects of permissible fiber turning angle

  • Author

    Dennis, Emily L. ; Yan Jin ; Kernan, Claudia ; Babikian, Talin ; Mink, Richard ; Babbitt, Christopher ; Johnson, Jeffrey ; Giza, Christopher C. ; Asarnow, Robert F. ; Thompson, Paul M.

  • Author_Institution
    Keck Sch. of Med., Imaging Genetics Center, USC, Los Angeles, CA, USA
  • fYear
    2015
  • fDate
    16-19 April 2015
  • Firstpage
    930
  • Lastpage
    933
  • Abstract
    Traumatic brain injury (TBI) is the leading cause of death and disability in children. Diffusion weighted imaging (DWI) methods have been shown to be especially sensitive to white matter abnormalities in TBI. We used our newly developed autoMATE algorithm (automated multi-atlas tract extraction) to map altered WM integrity in TBI. Even so, tractography methods include a free parameter that limits the maximum permissible turning angles for extracted fibers, with little investigation of how this may affect statistical group comparisons. Here, we examined WM integrity calculated over a range of fiber turning angles to determine to what extent this parameter affects our ability to detect group differences. Fiber turning angle threshold has a subtle, but sometimes significant, effect on the differences we were able to detect between TBI and healthy children.
  • Keywords
    biodiffusion; biomedical MRI; brain; feature extraction; injuries; medical image processing; neurophysiology; paediatrics; altered WM integrity; autoMATE algorithm; automated multiatlas tract extraction; diffusion weighted imaging; extracted fibers; permissible fiber turning angle effects; tractography methods; traumatic brain injury; white matter abnormalities; white matter integrity; Brain injuries; Image reconstruction; Imaging; Pediatrics; Turning; High angular resolution diffusion imaging (HARDI); fiber turning angle; tractography; traumatic brain injury;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Biomedical Imaging (ISBI), 2015 IEEE 12th International Symposium on
  • Conference_Location
    New York, NY
  • Type

    conf

  • DOI
    10.1109/ISBI.2015.7164023
  • Filename
    7164023