Semiparametric Bayesian local functional models for diffusion tensor tract statistics.
Zhaowei HuaDavid B. DunsonJohn H. GilmoreMartin Andreas StynerHongtu ZhuPublished in: NeuroImage (2012)
Keyphrases
- diffusion tensor
- semi parametric
- statistical inference
- white matter
- magnetic resonance images
- bayesian inference
- dt mri
- anisotropic diffusion
- diffusion tensor imaging
- model selection
- statistical learning
- graphical models
- machine learning
- fiber bundles
- diffusion tensor images
- corpus callosum
- density estimation
- constrained optimization
- deformable registration
- tensor field
- statistical methods
- regression model
- magnetic resonance imaging
- human brain
- medical images
- structure tensor
- least squares
- atlas construction
- diffusion imaging
- cross validation
- particle filter
- multiscale