Category-Level Regularized Unlabeled-to-Labeled Learning for Semi-supervised Prostate Segmentation with Multi-site Unlabeled Data.
Zhe XuDonghuan LuJiangpeng YanJinghan SunJie LuoDong WeiSarah F. FriskenQuanzheng LiYefeng ZhengRaymond Kai-Yu TongPublished in: MICCAI (4) (2023)
Keyphrases
- unlabeled data
- semi supervised
- supervised learning
- labeled and unlabeled data
- labeled data
- semi supervised learning
- labeled examples
- active learning
- co training
- partially labeled
- unlabeled examples
- unsupervised learning
- learning algorithm
- learning problems
- labeled instances
- unlabeled training data
- training data
- unlabeled instances
- semi supervised classification
- labeling effort
- learning tasks
- text classification
- training examples
- data points
- class labels
- prior knowledge
- multi view
- semi supervised clustering
- training set
- background knowledge
- learning process
- transfer learning
- data sets
- pairwise constraints
- pairwise
- machine learning
- object categories
- decision boundary
- image classification