• DocumentCode
    2719332
  • Title

    Theory and applications of diffusion MRI

  • Author

    Leemans, Alexander

  • Author_Institution
    Med. Centre, Image Sci. Inst., Univ. of Utrecht, Utrecht, Netherlands
  • fYear
    2010
  • fDate
    14-17 April 2010
  • Firstpage
    628
  • Lastpage
    631
  • Abstract
    Boosted by the tremendous success of diffusion tensor MRI, which led to the first in vivo and non-invasive characterization of microstructural tissue properties, many advancements in diffusion MRI have been made during the last decade. With new methodological developments in data acquisition, modeling, pre-processing, analysis, and visualization, diffusion MRI is rapidly becoming a standard addition to clinical MRI, especially, for investigating brain white matter architecture. In this work, an overview of methods and applications in diffusion MRI is presented. In particular, concepts underlying diffusion tensor MRI are discussed, techniques for reconstructing fiber pathways (both deterministically and probabilistically) are described, and the “crossing fibers” issue is explained.
  • Keywords
    biological tissues; biomedical MRI; brain; deterministic algorithms; image reconstruction; medical image processing; neurophysiology; probability; brain white matter architecture; crossing fibers; data acquisition; deterministic tractography; diffusion tensor MRI; fiber pathway reconstruction; image preprocessing; in vivo characterization; microstructural tissue properties; noninvasive characterization; probabilistic tractography; Anisotropic magnetoresistance; Biomedical imaging; Brain modeling; Data acquisition; Data visualization; Diffusion tensor imaging; Eigenvalues and eigenfunctions; In vivo; Magnetic resonance imaging; Tensile stress; Crossing Fibers; Deterministic & Probabilistic Tractography; Diffusion MRI; Diffusion Tensor Imaging;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Biomedical Imaging: From Nano to Macro, 2010 IEEE International Symposium on
  • Conference_Location
    Rotterdam
  • ISSN
    1945-7928
  • Print_ISBN
    978-1-4244-4125-9
  • Electronic_ISBN
    1945-7928
  • Type

    conf

  • DOI
    10.1109/ISBI.2010.5490100
  • Filename
    5490100