Transfer learning for establishment of recognition of COVID-19 on CT imaging using small-sized training datasets.
Chun LiYunyun YangHui LiangBoying WuPublished in: Knowl. Based Syst. (2021)
Keyphrases
- transfer learning
- small sized
- training dataset
- learning tasks
- knowledge transfer
- cross domain
- machine learning
- labeled data
- active learning
- object recognition
- reinforcement learning
- transfer knowledge
- training data
- collaborative filtering
- semi supervised learning
- domain adaptation
- pattern recognition
- training set
- machine learning algorithms
- text categorization
- multi task
- text classification
- target domain
- learning algorithm
- class labels
- training samples
- unsupervised learning
- feature extraction
- small number
- data mining
- image analysis