Unlabeled Data Guided Semi-supervised Histopathology Image Segmentation.
Hongxiao WangHao ZhengJianxu ChenLin YangYizhe ZhangDanny Z. ChenPublished in: BIBM (2020)
Keyphrases
- unlabeled data
- semi supervised
- image segmentation
- labeled data
- semi supervised learning
- semi supervised classification
- co training
- active learning
- labeled and unlabeled data
- supervised learning
- labeled examples
- pairwise
- graph cuts
- unsupervised learning
- multi view
- labeled training data
- training examples
- class labels
- manifold regularization
- data points
- pairwise constraints
- training data
- unlabeled examples
- positive examples
- domain adaptation
- transductive learning
- learning algorithm
- partially labeled data
- small set of labeled
- transductive svm
- label propagation
- metric learning
- semi supervised learning methods
- text classification
- labeled and unlabeled examples
- training set
- label information
- semi supervised clustering
- weakly supervised
- spectral clustering
- semi supervised learning algorithms
- transfer learning
- learning environment