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: Medical Image Anal. (2019)
Keyphrases
- multi instance
- medical image analysis
- transfer learning
- semi supervised
- semi supervised learning
- labeled data
- unlabeled data
- medical images
- deformable models
- supervised learning
- learning tasks
- active learning
- labeled examples
- unsupervised learning
- medical imaging
- image registration
- anatomical structures
- image analysis
- labeled and unlabeled data
- co training
- label information
- pairwise
- text categorization
- multi view
- learning problems
- metric learning
- multiple instance learning
- multi task
- training examples
- real valued
- nearest neighbor
- machine learning
- model selection
- three dimensional
- image processing