Supervised Domain Adaptation Using Gradients Transfer for Improved Medical Image Analysis.
Shaya GoodmanHayit GreenspanJacob GoldbergerPublished in: DART@MICCAI (2022)
Keyphrases
- medical image analysis
- domain adaptation
- cross domain
- semi supervised
- transfer learning
- medical images
- source domain
- image registration
- deformable models
- medical imaging
- labeled data
- target domain
- anatomical structures
- unlabeled data
- knowledge transfer
- multiple sources
- transfer knowledge
- supervised learning
- semi supervised learning
- unsupervised learning
- image analysis
- sentiment classification
- magnetic resonance images
- document classification
- visual programming environment
- magnetic resonance imaging
- computer vision
- co training
- mr images
- learning algorithm
- label information
- feature selection
- image processing
- learning process
- neural network
- pairwise
- knowledge sharing
- feature representation
- active learning
- text classification
- text categorization
- machine translation