Semi-Supervised Domain-Adaptive Pulmonary Artery Segmentation via Uncertainty Guidance and Shape Strengthening.
Jiyuan LiuXiao ZhangDongdong GuXi OuyangJiadong ZhangXuming HeDinggang ShenZhong XuePublished in: ISBI (2023)
Keyphrases
- semi supervised
- shape prior
- segmentation algorithm
- automatic segmentation
- segmentation method
- semi supervised learning
- image segmentation
- energy functional
- vessel segmentation
- carotid artery
- graph cuts
- statistical shape model
- shape variations
- region based segmentation
- shape features
- fully automatic
- deformable models
- shape descriptors
- object segmentation
- object shape
- multi view
- medical images
- active learning
- image analysis
- shape constraints
- global shape
- shape model
- region growing
- shape analysis
- active contours
- unlabeled data
- x ray
- level set
- supervised learning
- shape representation
- clustering algorithm
- perceptual grouping
- semi supervised clustering
- brain structures
- edge detection
- pairwise
- multiscale
- prostate segmentation