A survey on active learning and human-in-the-loop deep learning for medical image analysis.
Samuel BuddEmma C. RobinsonBernhard KainzPublished in: Medical Image Anal. (2021)
Keyphrases
- medical image analysis
- deep learning
- active learning
- medical images
- deformable models
- medical imaging
- unsupervised learning
- image registration
- machine learning
- image analysis
- unsupervised feature learning
- anatomical structures
- visual programming environment
- mental models
- weakly supervised
- decision trees
- magnetic resonance images
- learning strategies
- supervised learning
- semi supervised
- training examples
- pattern recognition
- training data
- image segmentation