Transfer Learning in Electronic Health Records through Clinical Concept Embedding.
José Roberto Ayala SolaresYajie ZhuAbdelaali HassaïneShishir RaoYikuan LiMohammad MamoueiDexter CanoyKazem RahimiGholamreza Salimi KhorshidiPublished in: CoRR (2021)
Keyphrases
- transfer learning
- electronic health records
- clinical data
- clinical trials
- medical records
- knowledge transfer
- medical data
- active learning
- cross domain
- labeled data
- transfer knowledge
- semi supervised learning
- patient data
- patient care
- machine learning algorithms
- reinforcement learning
- machine learning
- text categorization
- collaborative filtering
- health care
- decision support system
- learning algorithm
- database
- raw data
- text classification
- domain knowledge
- target domain
- pairwise
- decision trees
- information retrieval