Deep Transfer Learning for Modality Classification of Medical Images.
Yuhai YuHongfei LinJiana MengXiaocong WeiHai GuoZhehuan ZhaoPublished in: Inf. (2017)
Keyphrases
- medical images
- transfer learning
- text classification
- cross domain learning
- machine learning algorithms
- machine learning
- learning tasks
- anatomical structures
- medical imaging
- deformable models
- mr images
- knowledge transfer
- cross domain
- ct images
- labeled data
- pattern recognition
- medical image analysis
- computer aided diagnosis
- imaging modalities
- domain adaptation
- active learning
- multi modality
- feature extraction
- reinforcement learning
- class labels
- support vector machine
- decision trees
- transferring knowledge
- text categorization
- multi task
- semi supervised learning
- supervised learning
- knowledge discovery
- feature space
- learning algorithm
- unlabeled data
- multi modal
- text mining
- feature vectors
- medical image retrieval
- feature selection