Voxelwise Multivariate Statistics and Brain-Wide Machine Learning Using the Full Diffusion Tensor.
Anne-Laure FouquePierre FillardAnne BargiacchiArnaud CachiaMonica ZilboviciusBenjamin ThyreauEdith Le FlochPhilippe CiuciuEdouard DuchesnayPublished in: MICCAI (2) (2011)
Keyphrases
- diffusion tensor
- machine learning
- brain white matter
- fiber bundles
- white matter
- diffusion tensor mri
- diffusion tensor images
- diffusion mri
- magnetic resonance images
- corpus callosum
- dt mri
- diffusion weighted
- deformation field
- human brain
- anisotropic diffusion
- diffusion weighted images
- brain tissue
- brain images
- gray matter
- diffusion tensor imaging
- statistical methods
- tensor field
- atlas construction
- deformable registration
- structure tensor
- log euclidean
- pattern recognition
- smoothness constraint
- brain structures
- magnetic resonance imaging
- brain tumors
- anatomical structures
- natural images
- medical images
- mutual information
- image registration
- image analysis