OMOP Based Data Pipelines for Consistent Results in Cohort Identification Tools.
Uma M. VangalaYurima Guilarte-WalkerDoug BuellKeith PelletierKatherine LazuriagaJomol P. MathewPublished in: AMIA (2019)
Keyphrases
- data sets
- knowledge discovery
- image data
- data distribution
- data structure
- data processing
- database
- training data
- high quality
- data analysis
- big data
- synthetic data
- statistical analysis
- input data
- noisy data
- data collection
- historical data
- data mining techniques
- probability distribution
- software packages
- data visualization
- software tools
- data mining tools
- data quality
- computational tools
- data objects
- application domains
- missing data
- decision support
- small number
- data sources
- decision trees
- knowledge base