Reproducible White Matter Tract Segmentation Using 3D U-Net on a Large-scale DTI Dataset.
Bo LiMarius de GrootMeike W. VernooijMohammad Arfan IkramWiro J. NiessenEsther E. BronPublished in: MLMI@MICCAI (2018)
Keyphrases
- white matter
- white matter tracts
- gray matter
- diffusion tensor imaging
- diffusion tensor images
- corpus callosum
- fiber bundles
- diffusion tensor
- fiber tracts
- magnetic resonance images
- diffusion tensor mri
- cerebrospinal fluid
- grey matter
- dt mri
- human brain
- mri data
- diffusion imaging
- partial volume effects
- brain images
- brain mri
- watershed transform
- tensor field
- brain tissue
- segmentation algorithm
- mr brain images
- diffusion weighted imaging
- functional mri
- fiber tracking
- atlas construction
- medical images
- multiple sclerosis
- healthy subjects
- water diffusion
- brain structures
- image segmentation
- fractional anisotropy
- brain white matter
- magnetic resonance imaging
- shape prior
- diffusion mri
- medical imaging
- segmentation method
- high angular resolution diffusion imaging
- brain mr images
- cortical thickness
- region merging
- image data