Ontology type: schema:Chapter Open Access: True
2009
AUTHORSPierre-Louis Bazin , John Bogovic , Daniel Reich , Jerry L. Prince , Dzung L. Pham
ABSTRACTThis paper presents a belief propagation approach to the segmentation of the major white matter tracts in diffusion tensor images of the human brain. Unlike tractography methods that sample multiple fibers to be bundled together, we define a Markov field directly on the diffusion tensors to separate the main fiber tracts at the voxel level. A prior model of shape and direction guides a full segmentation of the brain into known fiber tracts; additional, unspecified fibers; and isotropic regions. The method is evaluated on various data sets from an atlasing project, healthy subjects, and multiple sclerosis patients. More... »
PAGES943-50
Medical Image Computing and Computer-Assisted Intervention – MICCAI 2009
ISBN
978-3-642-04267-6
978-3-642-04268-3
http://scigraph.springernature.com/pub.10.1007/978-3-642-04268-3_116
DOIhttp://dx.doi.org/10.1007/978-3-642-04268-3_116
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PUBMEDhttps://www.ncbi.nlm.nih.gov/pubmed/20426079
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