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 BronPublished in: CoRR (2019)
Keyphrases
- white matter
- white matter tracts
- gray matter
- diffusion tensor imaging
- diffusion tensor images
- corpus callosum
- diffusion tensor
- diffusion tensor mri
- fiber bundles
- fiber tracts
- human brain
- grey matter
- cerebrospinal fluid
- magnetic resonance images
- dt mri
- diffusion imaging
- mri data
- partial volume effects
- brain images
- functional mri
- tensor field
- diffusion mri
- mr brain images
- watershed transform
- brain white matter
- fiber tracking
- multiple sclerosis
- brain mri
- brain tissue
- image segmentation
- water diffusion
- diffusion weighted imaging
- atlas construction
- brain structures
- cortical thickness
- segmentation method
- segmentation algorithm
- information processing
- level set
- healthy subjects
- medical images
- partial volume
- fractional anisotropy
- medical imaging
- image processing
- magnetic resonance imaging
- fully automatic