On combining active and transfer learning for medical data classification.
Xinyao TangBo DuJianzhong HuangZengmao WangLefei ZhangPublished in: IET Comput. Vis. (2019)
Keyphrases
- transfer learning
- medical data
- text classification
- machine learning
- knowledge transfer
- cross domain learning
- labeled data
- cross domain
- machine learning algorithms
- learning tasks
- clinical data
- medical images
- cross domain text classification
- collaborative filtering
- reinforcement learning
- decision trees
- support vector
- supervised learning
- feature selection
- medical records
- label information
- medical data mining
- data mining
- unlabeled data
- unsupervised learning
- feature space
- text categorization
- training samples
- semi supervised learning
- semi supervised
- domain knowledge
- active learning
- domain adaptation
- multi task learning
- feature vectors
- transfer knowledge
- databases
- learning algorithm
- training data
- medical information
- co training
- text mining
- classification algorithm