A hybrid deep learning framework for integrated segmentation and registration: evaluation on longitudinal white matter tract changes.
Bo LiWiro J. NiessenStefan KleinMarius de GrootMohammad Arfan IkramMeike W. VernooijEsther BronPublished in: CoRR (2019)
Keyphrases
- white matter
- deep learning
- gray matter
- corpus callosum
- diffusion tensor
- diffusion tensor images
- magnetic resonance images
- mr brain images
- diffusion imaging
- human brain
- image segmentation
- atlas construction
- cerebrospinal fluid
- mri data
- cortical thickness
- diffusion tensor imaging
- image analysis
- dt mri
- fiber bundles
- white matter tracts
- brain structures
- multiscale
- high resolution
- partial volume effects
- medical images
- level set
- segmentation algorithm
- brain tissue
- segmentation method
- energy function
- quantitative evaluation
- brain mri
- mental models
- probabilistic model
- fiber tracts
- tensor field
- deformable registration
- machine learning