BoostMIS: Boosting Medical Image Semi-supervised Learning with Adaptive Pseudo Labeling and Informative Active Annotation.
Wenqiao ZhangLei ZhuJames HallinanAndrew MakmurShengyu ZhangQingpeng CaiBeng Chin OoiPublished in: CoRR (2022)
Keyphrases
- semi supervised learning
- medical images
- active learning
- boosting framework
- medical image retrieval
- label propagation
- semi supervised
- labeled data
- unsupervised learning
- unlabeled data
- automatic annotation
- supervised learning
- machine learning
- learning algorithm
- semi supervised classification
- training data
- semantic annotation
- co training
- text categorization
- partially labeled
- learning problems
- labeled examples
- manifold regularization
- image retrieval
- image segmentation
- content based retrieval
- labeled and unlabeled data
- text classification
- pairwise
- feature space
- transfer learning
- loss function
- learning process