MRtrix: Diffusion tractography in crossing fiber regions

JTJ‐Donald TournierFCFernando CalamanteACAlan Connelly

The University of Melbourne · Northern Health · +2 more institutions

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Abstract

Abstract In recent years, diffusion‐weighted magnetic resonance imaging has attracted considerable attention due to its unique potential to delineate the white matter pathways of the brain. However, methodologies currently available and in common use among neuroscientists and clinicians are typically based on the diffusion tensor model, which has comprehensively been shown to be inadequate to characterize diffusion in brain white matter. This is due to the fact that it is only capable of resolving a single fiber orientation per voxel, causing incorrect fiber orientations, and hence pathways, to be estimated through these voxels. Given that the proportion of affected voxels has been recently estimated at 90%,…

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Topics & keywords

Keywords
  • Tractography
  • Voxel
  • Diffusion MRI
  • Computer science
  • Deconvolution
  • Streamlines, streaklines, and pathlines
  • Probabilistic logic
  • Artificial intelligence
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