What Makes Transfer Learning Work for Medical Images: Feature Reuse & Other Factors.
Christos MatsoukasJohan Fredin HaslumMoein SorkheiMagnus SöderbergKevin SmithPublished in: CVPR (2022)
Keyphrases
- medical images
- transfer learning
- knowledge transfer
- learning tasks
- medical imaging
- anatomical structures
- cross domain
- mr images
- active learning
- deformable models
- labeled data
- medical image segmentation
- machine learning
- medical image analysis
- transfer knowledge
- text classification
- biomedical images
- learning algorithm
- multi task
- text categorization
- domain adaptation
- collaborative filtering
- reinforcement learning
- transferring knowledge
- segmentation of medical images
- data mining
- machine learning algorithms
- target domain
- text mining
- image processing
- information retrieval
- data sets
- semi supervised learning
- image analysis
- medical image retrieval