Contrastive Semi-Supervised Learning for Domain Adaptive Segmentation Across Similar Anatomical Structures.
Ran GuJingyang ZhangGuotai WangWenhui LeiTao SongXiaofan ZhangKang LiShaoting ZhangPublished in: IEEE Trans. Medical Imaging (2023)
Keyphrases
- semi supervised learning
- anatomical structures
- brain mri
- medical images
- medical imaging
- semi supervised
- unlabeled data
- labeled data
- domain adaptation
- transfer learning
- unsupervised learning
- supervised learning
- machine learning
- opinion detection
- dce mri
- manifold regularization
- co training
- shape analysis
- label propagation
- brain structures
- mr images
- image segmentation
- shape model
- graph based semi supervised learning
- semi supervised classification
- shape prior
- level set
- training data
- region growing
- magnetic resonance images
- segmentation algorithm
- active learning
- cross domain
- segmentation method
- deformable models
- image registration
- image analysis
- image processing
- computer vision
- multi view
- learning process
- training set
- three dimensional