Meta-EHR: A meta-learning approach for electronic health records with a high imbalanced ratio and missing rate.
Hsu-Hsiang ChangTe-Cheng HsuYi-Hsien HsiehChe LinPublished in: EMBC (2023)
Keyphrases
- electronic health records
- meta learning
- clinical data
- inductive learning
- learning tasks
- model selection
- medical data
- clinical trials
- machine learning algorithms
- medical records
- health care
- machine learning
- health records
- decision trees
- feature selection
- information overload
- information retrieval
- health information
- metamodel
- data mining
- knowledge acquisition
- multi class
- prior knowledge
- e learning
- information systems
- real world