atTRACTive: Semi-automatic white matter tract segmentation using active learning.
Robin PeretzkeKlaus H. Maier-HeinJonas BohnYannick KirchhoffSaikat RoySabrina Oberli-PalmaDaniela BeckerPavlina LengaPeter F. NeherPublished in: CoRR (2023)
Keyphrases
- semi automatic
- white matter
- gray matter
- fully automatic
- active learning
- corpus callosum
- magnetic resonance images
- grey matter
- cerebrospinal fluid
- diffusion tensor images
- mri data
- diffusion imaging
- white matter tracts
- human brain
- partial volume effects
- brain mri
- fiber bundles
- diffusion tensor
- dt mri
- diffusion tensor imaging
- fiber tracts
- brain tissue
- brain images
- gold standard
- partial volume
- image segmentation
- mr brain images
- medical imaging
- brain structures
- medical images
- tensor field
- machine learning
- diffusion mri
- brain mr images
- level set
- image analysis
- multiple sclerosis
- brain tumors
- watershed transform
- region growing
- segmentation algorithm
- computer vision
- mri images
- quantitative evaluation
- shape prior
- mr images
- diffusion weighted
- information processing
- edge detection