Abstract: Semi-automatic White Matter Tract Segmentation using Active Learning atTRACTive.
Robin PeretzkeKlaus H. Maier-HeinJonas BohnYannick KirchhoffSaikat RoySabrina Oberli-PalmaDaniela BeckerPavlina LengaPeter F. NeherPublished in: Bildverarbeitung für die Medizin (2024)
Keyphrases
- semi automatic
- white matter
- gray matter
- active learning
- fully automatic
- corpus callosum
- magnetic resonance images
- cerebrospinal fluid
- grey matter
- diffusion imaging
- diffusion tensor images
- white matter tracts
- human brain
- mri data
- diffusion tensor
- fiber bundles
- fiber tracts
- brain mri
- diffusion tensor imaging
- partial volume effects
- multiple sclerosis
- dt mri
- brain tissue
- medical images
- gold standard
- mr brain images
- brain images
- tensor field
- partial volume
- segmentation method
- mri images
- atlas construction
- shape prior
- segmentation algorithm
- deformable registration
- image analysis
- image segmentation
- brain tumors
- brain structures
- machine learning
- medical imaging
- level set
- brain mr images
- anisotropic diffusion
- magnetic resonance
- ct images
- mr images
- computer vision