Not-so-supervised: a survey of semi-supervised, multi-instance, and transfer learning in medical image analysis.
Veronika CheplyginaMarleen de BruijneJosien P. W. PluimPublished in: CoRR (2018)
Keyphrases
- multi instance
- medical image analysis
- transfer learning
- semi supervised
- semi supervised learning
- labeled data
- unlabeled data
- medical images
- deformable models
- learning tasks
- supervised learning
- image registration
- unsupervised learning
- image analysis
- medical imaging
- active learning
- labeled examples
- text categorization
- label information
- pairwise
- anatomical structures
- multi view
- co training
- metric learning
- multi task
- learning problems
- labeled and unlabeled data
- training examples
- class labels
- target domain
- image segmentation
- decision trees
- real valued
- machine learning
- multiple instance learning
- feature space
- learning algorithm