2012

Bayesian Inference of Whole-Brain Networks

Hinne, M., Heskes, T., van Gerven, M. A. J.

Understand

In structural brain networks the connections of interest consist of white-matter fibre bundles between spatially segregated brain regions.

  • The presence, location and orientation of these white matter tracts can be derived using diffusion MRI in combination with probabilistic tractography.
  • Unfortunately, as of yet no approaches have been suggested that provide an undisputed way of inferring brain networks from tractography.
  • In this paper, we provide a computational framework which we refer to as Bayesian connectomics.

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