A survey on incorporating domain knowledge into deep learning for medical image analysis.
Xiaozheng XieJianwei NiuXuefeng LiuZhengsu ChenShaojie TangShui YuPublished in: Medical Image Anal. (2021)
Keyphrases
- medical image analysis
- deep learning
- domain knowledge
- medical images
- deformable models
- image registration
- image analysis
- unsupervised learning
- unsupervised feature learning
- anatomical structures
- medical imaging
- machine learning
- visual programming environment
- weakly supervised
- magnetic resonance images
- mental models
- knowledge sources
- multiscale
- segmentation algorithm
- x ray
- expectation maximization
- training data
- feature extraction