MetaPred: Meta-Learning for Clinical Risk Prediction with Limited Patient Electronic Health Records.
Xi Sheryl ZhangFengyi TangHiroko H. DodgeJiayu ZhouFei WangPublished in: CoRR (2019)
Keyphrases
- electronic health records
- meta learning
- clinical data
- clinical trials
- medical records
- patient data
- healthcare providers
- medical data
- patient care
- learning tasks
- inductive learning
- model selection
- clinical practice
- machine learning algorithms
- prediction accuracy
- health care
- decision trees
- health records
- health data
- decision support system
- data mining
- electronic medical record
- machine learning
- raw data
- statistical analysis
- metamodel
- clinical guidelines
- feature selection
- health information
- medical images
- sensitive information
- free text
- data sources
- xml documents
- feature space
- knowledge base
- artificial intelligence
- care delivery