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 E. BronPublished in: MICCAI (3) (2019)
Keyphrases
- white matter
- deep learning
- gray matter
- corpus callosum
- diffusion tensor images
- human brain
- diffusion tensor
- diffusion imaging
- magnetic resonance images
- cortical thickness
- brain mr images
- fiber bundles
- fiber tracts
- cerebrospinal fluid
- quantitative evaluation
- mr brain images
- brain images
- mri data
- level set
- partial volume effects
- image segmentation
- diffusion tensor imaging
- atlas construction
- brain tissue
- tensor field
- segmentation algorithm
- medical images
- probabilistic model
- brain mri
- deformable registration
- partial volume
- machine learning
- brain tumors
- automatic segmentation
- image registration
- image analysis
- image processing