• DocumentCode
    986278
  • Title

    Extracting Brain Connectivity from Diffusion MRI [Life Sciences]

  • Author

    Westin, Carl-fredrik

  • Volume
    24
  • Issue
    6
  • fYear
    2007
  • Firstpage
    124
  • Lastpage
    152
  • Abstract
    This article gives a short introduction to dMRI tractography methods. Diffusion magnetic resonance imaging (dMRI) is an MRI modality that has gained tremendous popularity the past five years and is especially promising for imaging the white matter in brain. The dMRI technique has raised hopes in the neuroscience community for a better understanding of the fiber tract anatomy of the human brain. Various methods have been proposed to visualize the anatomy of fiber pathways and to derive connectivity between different parts of the brain in vivo. While there are strong indications that dMRI reveals information about the fiber pathways in the brain, it is important to stress that the explicit measurements are of water diffusion, and not of the axons themselves. This technique allows us to use fibers from multiple brains as input, and thereby obtain a simultaneous clustering and matching of the bundles in all brains.
  • Keywords
    biodiffusion; biomedical MRI; brain; feature extraction; image matching; medical image processing; pattern clustering; water; brain connectivity extraction; diffusion MRI tractography methods; diffusion magnetic resonance imaging; fiber pathways; fiber tract anatomy; human brain; pattern clustering; pattern matching; water diffusion; white matter; Anisotropic magnetoresistance; Cables; Central nervous system; Diffusion tensor imaging; Humans; In vivo; Magnetic resonance imaging; Signal processing; Tensile stress; Visualization;
  • fLanguage
    English
  • Journal_Title
    Signal Processing Magazine, IEEE
  • Publisher
    ieee
  • ISSN
    1053-5888
  • Type

    jour

  • DOI
    10.1109/MSP.2007.906454
  • Filename
    4387946