Deriving a De-Identified Dataset from EPIC-Derived Data for Use in Clinical Research: Pearls and Pitfalls in Database Creation and Analysis.
Rohith MohanPhillip HoLila DaltonFrancis ChanH. Bryant NguyenPublished in: AMIA (2020)
Keyphrases
- database
- data sets
- data analysis
- statistical analysis
- original data
- data processing
- data collection
- multiple databases
- data model
- missing data
- high quality
- databases
- statistical methods
- data acquisition
- test data
- sensor data
- high dimensional data
- small number
- data points
- data sources
- synthetic data
- correlation analysis
- essential information
- sensitive data
- empirical data
- prior knowledge
- database systems
- data structure