Omni-Supervised Domain Adversarial Training for White Matter Hyperintensity Segmentation in the UK Biobank.
Vaanathi SundaresanNicola K. DinsdaleMark JenkinsonLudovica GriffantiPublished in: ISBI (2022)
Keyphrases
- white matter
- gray matter
- corpus callosum
- cerebrospinal fluid
- grey matter
- magnetic resonance images
- human brain
- diffusion tensor images
- diffusion tensor
- partial volume effects
- diffusion tensor mri
- dt mri
- fiber bundles
- mri data
- brain images
- diffusion tensor imaging
- medical images
- partial volume
- brain mri
- image segmentation
- diffusion imaging
- brain tissue
- mr brain images
- white matter tracts
- diffusion mri
- multiple sclerosis
- multiscale
- segmentation method
- segmentation algorithm
- brain structures
- mr images
- brain mr images
- smoothness constraint
- shape prior
- fully automatic
- medical imaging
- brain tumors
- anatomical structures
- energy function
- image analysis