A Transfer-Learning-Based Prognosis Prediction Paradigm that Bridges Data Distribution Shift across EMR Datasets.
Zhongji ZhangYuhang WangYinghao ZhuXinyu MaTianlong WangChaohe ZhangYasha WangLiantao MaPublished in: CoRR (2023)
Keyphrases
- data distribution
- transfer learning
- source domain
- learning tasks
- source and target domains
- labeled data
- data streams
- knowledge transfer
- data points
- standard learning algorithms
- active learning
- machine learning
- cross domain
- index structure
- reinforcement learning
- domain adaptation
- target domain
- text categorization
- semi supervised learning
- collaborative filtering
- target class
- text mining
- multi task
- unlabeled data
- text classification
- machine learning algorithms
- transfer knowledge
- semi supervised
- decision boundary
- learning environment
- high dimensional data
- test data
- database