ROAM: Random layer mixup for semi-supervised learning in medical images.
Tariq M. BdairBenedikt WiestlerNassir NavabShadi AlbarqouniPublished in: IET Image Process. (2022)
Keyphrases
- medical images
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- anatomical structures
- medical image analysis
- unsupervised learning
- medical imaging
- supervised learning
- deformable models
- semi supervised classification
- training data
- machine learning
- semi supervised learning algorithms
- active learning
- co training
- manifold regularization
- graph based semi supervised learning
- transfer learning
- text categorization
- label propagation
- medical image retrieval
- multi view
- pairwise constraints
- data sets