A Nested Attention Guided UNet++ Architecture for White Matter Hyperintensity Segmentation.
Hao ZhangChenyang ZhuXuegan LianFei HuaPublished in: IEEE Access (2023)
Keyphrases
- white matter
- gray matter
- corpus callosum
- cerebrospinal fluid
- magnetic resonance images
- grey matter
- diffusion tensor images
- human brain
- partial volume effects
- mri data
- brain mri
- diffusion imaging
- dt mri
- diffusion tensor mri
- diffusion tensor
- fiber bundles
- brain mr images
- brain images
- white matter tracts
- brain tissue
- medical images
- multiple sclerosis
- mr images
- partial volume
- mr brain images
- image segmentation
- diffusion tensor imaging
- segmentation algorithm
- medical imaging
- magnetic resonance
- mri images
- atlas construction
- shape prior
- level set
- region growing
- brain structures
- diffusion mri
- segmented images
- cerebral cortex
- segmentation method
- energy function
- fully automatic
- cortical thickness
- watershed transform
- brain tumors
- information processing
- x ray
- grey level
- magnetic resonance imaging
- multiscale