Contrastive Semi-supervised Learning for Domain Adaptive Segmentation Across Similar Anatomical Structures.
Ran GuJingyang ZhangGuotai WangWenhui LeiTao SongXiaofan ZhangKang LiShaoting ZhangPublished in: CoRR (2022)
Keyphrases
- semi supervised learning
- anatomical structures
- medical images
- brain mri
- medical imaging
- semi supervised
- unlabeled data
- labeled data
- domain adaptation
- supervised learning
- transfer learning
- unsupervised learning
- semi supervised classification
- manifold regularization
- opinion detection
- shape model
- co training
- dce mri
- training data
- graph based semi supervised learning
- machine learning
- brain structures
- shape analysis
- magnetic resonance images
- active learning
- image analysis
- image segmentation
- image registration
- segmentation algorithm
- label propagation
- deformable models
- mr images
- cross domain
- region growing
- neural network
- x ray
- shape prior
- data points
- semi supervised learning algorithms
- pattern recognition
- three dimensional
- data mining