Hybrid dual mean-teacher network with double-uncertainty guidance for semi-supervised segmentation of magnetic resonance images.
Jiayi ZhuBart BolsterleeBrian V. Y. ChowYang SongErik MeijeringPublished in: Comput. Medical Imaging Graph. (2024)
Keyphrases
- magnetic resonance images
- brain mri
- medical images
- partial volume
- semi supervised
- brain scans
- medical imaging
- brain tumors
- multiple sclerosis lesions
- tissue segmentation
- mr images
- mri images
- mri brain
- bias field
- intra subject
- mri scans
- brain structures
- brain tissue
- magnetic resonance imaging
- white matter
- brain tumor segmentation
- medical image analysis
- region growing
- partial volume effects
- brain atlas
- high resolution
- mri data
- subcortical structures
- mr imaging
- diffusion tensor
- multiple sclerosis
- image analysis
- level set
- image segmentation
- gray matter
- segmentation method
- anatomical structures
- corpus callosum
- manual segmentation
- intensity distribution
- remote sensing
- diffusion weighted
- accurate segmentation