• DocumentCode
    2566820
  • Title

    How do spatial and angular resolution affect brain connectivity maps from diffusion MRI?

  • Author

    Zhan, Liang ; Franc, Daniel ; Patel, Vishal ; Jahanshad, Neda ; Jin, Yan ; Mueller, Bryon A. ; Bernstein, Matt A. ; Borowski, Bret J. ; Jack, Clifford R., Jr. ; Toga, Arthur W. ; Lim, Kelvin O. ; Thompson, Paul M.

  • Author_Institution
    Dept. of Neurology, Lab. of Neuro Imaging, Los Angeles, CA, USA
  • fYear
    2012
  • fDate
    2-5 May 2012
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    Diffusion tensor imaging (DTI) is sensitive to the directionally-constrained flow of water, which diffuses preferentially along axons. Tractography programs may be used to infer matrices of connectivity (anatomical networks) between pairs of brain regions. Little is known about how these computed connectivity measures depend on the scans´ spatial and angular resolutions. To determine this, we scanned 8 young adults with DTI at 2.5 and 3mm resolutions, and an additional subject at 4 resolutions between 2-4 mm. We computed 70×70 connectivity matrices, using whole-brain tractography to measure fiber density between all pairs of 70 cortical and subcortical regions. Spatial and angular resolution affected the computed connectivity for narrower tracts (internal capsule and cerebellum), but also for the corticospinal tract. Data resolution affected the apparent role of some key structures in cortical anatomic networks. Care is needed when comparing network data across studies, and interpreting apparent disagreements among findings.
  • Keywords
    biodiffusion; biomedical MRI; brain; image reconstruction; medical image processing; DTI; brain connectivity maps; cerebellum; computed connectivity matrices; cortical anatomic networks; corticospinal tract; diffusion MRI; diffusion tensor imaging; image reconstruction; internal capsule; water directionally-constrained flow; whole-brain tractography programs; Anisotropic magnetoresistance; Diffusion tensor imaging; Spatial resolution; Standards; Connectivity; MRI; brain; diffusion imaging; networks; tractography;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Biomedical Imaging (ISBI), 2012 9th IEEE International Symposium on
  • Conference_Location
    Barcelona
  • ISSN
    1945-7928
  • Print_ISBN
    978-1-4577-1857-1
  • Type

    conf

  • DOI
    10.1109/ISBI.2012.6235469
  • Filename
    6235469