Anatomical Priors to improve Global Tractography

Details

Serval ID
serval:BIB_B1FE9CEF33F0
Type
Inproceedings: an article in a conference proceedings.
Collection
Publications
Institution
Title
Anatomical Priors to improve Global Tractography
Title of the conference
The International Society for Magnetic Resonance in Medicine (ISMRM)
Author(s)
Lemkaddem Alia, Didrik Skiöldebrand, Dal Palù Alessandro, Thiran Jean-Philippe, Daducci Alessandro
Publication state
Published
Issued date
2014
Notes
EPFL-CONF-196644
Abstract
The main assumption of fiber-tracking algorithms is that
fiber trajectories are represented by paths of highest
diffusion, which is usually accomplished by following the
principal diffusion directions in every voxel. The
state-of-the-art approaches known as âeurooeglobal
tractographyâeuro˝ reconstruct all the fiber tracts of the
whole brain simultaneously by solving global energy
minimization inverse problems. In this work we have
reformulated global tractography to explicitly enforce
anatomical priors in the optimization with the aim of (i)
improving the quality of reconstructions and (ii)
reducing the computation time.
Keywords
LTS5, MRI, Diffusion, Global Tractography
Create date
27/11/2015 15:12
Last modification date
21/08/2019 6:15
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