Comparison of domain adaptation techniques for white matter hyperintensity segmentation in brain MR images.
Vaanathi SundaresanGiovanna ZamboniNicola K. DinsdalePeter M. RothwellLudovica GriffantiMark JenkinsonPublished in: Medical Image Anal. (2021)
Keyphrases
- gray matter
- brain mr images
- domain adaptation
- white matter
- cerebrospinal fluid
- quantitative evaluation
- brain tissue
- mr images
- mr brain images
- medical imaging
- magnetic resonance images
- mri data
- medical image analysis
- human brain
- semi supervised
- partial volume
- cortical thickness
- brain tumors
- diffusion tensor
- brain images
- ground truth
- diffusion tensor imaging
- labeled data
- medical images
- semi supervised learning
- cortical surface
- partial volume effects
- image registration
- remote sensing
- brain mri
- target domain
- fiber bundles
- feature selection
- anatomical structures
- automatic segmentation
- magnetic resonance
- image analysis
- image segmentation