Hierarchical deep network with uncertainty-aware semi-supervised learning for vessel segmentation.
Chenxin LiWenao MaLiyan SunXinghao DingYue HuangGuisheng WangYizhou YuPublished in: Neural Comput. Appl. (2022)
Keyphrases
- semi supervised learning
- vessel segmentation
- semi supervised
- unlabeled data
- unsupervised learning
- labeled data
- supervised learning
- semi supervised classification
- machine learning
- co training
- active learning
- manifold regularization
- label propagation
- transfer learning
- semi supervised learning methods
- retinal images
- training data
- semi supervised learning algorithms
- blood vessels
- graph based semi supervised learning
- region growing
- network structure
- learning models
- graph construction
- labeled and unlabeled data
- similarity measure
- image segmentation
- feature selection
- data sets