A data preparation framework for cleaning electronic health records and assessing cleaning outcomes for secondary analysis.
Zhuqi MiaoMeghan D. SealeyShrie Raam SathyanarayananDursun DelenLan ZhuScott ShepherdPublished in: Inf. Syst. (2023)
Keyphrases
- data preparation
- knowledge discovery
- data analysis
- electronic health records
- preprocessing
- knowledge discovery in databases
- data mining
- feature selection
- feature extraction
- statistical analysis
- data quality
- pattern discovery
- metadata
- knowledge base
- association rules
- decision support system
- multiple instance learning
- search engine
- machine learning
- databases