Relational machine learning for electronic health record-driven phenotyping.
Peggy L. PeissigVítor Santos CostaMichael CaldwellCarla RottscheitRichard L. BergEneida A. MendonçaDavid PagePublished in: J. Biomed. Informatics (2014)
Keyphrases
- electronic health records
- machine learning
- clinical data
- health information systems
- health care
- data mining
- text mining
- artificial intelligence
- medical data
- relational databases
- information extraction
- feature selection
- knowledge representation
- data model
- information overload
- learning algorithm
- improve quality
- healthcare providers
- data analysis
- case based reasoning
- management system
- general purpose
- health records