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» Uncertainty in White Matter Fiber Tractography
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ISBI
2007
IEEE
13 years 11 months ago
Two-Tensor Fiber Tractography
Estimating white matter fiber pathways from a diffusion tensor MRI dataset has many important applications in medical research. However, the standard approach of performing track...
Ørjan Bergmann, Gordon L. Kindlmann, Sharon...
IPMI
2009
Springer
14 years 6 months ago
Tractography Segmentation Using a Hierarchical Dirichlet Processes Mixture Model
In this paper, we propose a new nonparametric Bayesian framework to cluster white matter fiber tracts into bundles using a hierarchical Dirichlet processes mixture (HDPM) model. Th...
Carl-Fredrik Westin, W. Eric L. Grimson, Xiaogang ...
ISBI
2004
IEEE
14 years 6 months ago
DT-MRI Estimation, Regularization and Fiber Tractography
Diffusion tensor MRI probes and quantifies the anisotropic diffusion of water molecules in biological tissues, making it possible to non-invasively infer the architecture of the u...
Rachid Deriche, David Tschumperlé, Christop...
MICCAI
2004
Springer
14 years 6 months ago
An Analysis Tool for Quantification of Diffusion Tensor MRI Data
A software tool for analyzing Diffusion Tensor MRI (DT-MRI) data is presented. The tool includes methods for segmentation of white matter for automatic definition of seed points fo...
Hae-Jeong Park, Martha Elizabeth Shenton, Carl-Fre...
ISBI
2011
IEEE
12 years 9 months ago
Atlas-based fiber clustering for multi-subject analysis of high angular resolution diffusion imaging tractography
High angular resolution diffusion imaging (HARDI) allows in vivo analysis of the white matter structure and connectivity. Based on orientation distribution functions (ODFs) that r...
Gautam Prasad, Neda Jahanshad, Iman Aganj, Christo...