Joint few-shot registration and segmentation self-training of 3D medical images.
Huabang ShiLiyun LuMengxiao YinCheng ZhongFeng YangPublished in: Biomed. Signal Process. Control. (2023)
Keyphrases
- joint segmentation
- image registration
- brain mr images
- image segmentation
- mr brain
- registration process
- variational framework
- level set
- segmentation algorithm
- video sequences
- cardiac mri
- medical image data
- intensity distribution
- multi atlas
- temporal segmentation
- segmentation accuracy
- region growing
- fully automatic
- segmentation method
- image analysis
- medical images
- atlas based segmentation
- atlas construction
- registration framework
- point cloud
- registration errors
- registration accuracy
- visual features
- detection algorithm
- probabilistic atlas
- statistical shape model
- volumetric images
- brain structures
- shape prior
- video data
- deformable models
- mr brain images
- video segmentation
- brain atlas
- video content
- displacement field
- medical image analysis
- ct and mr images
- co training