Addressing some statistical challenges of using EHR data for clinical research.
Fiona M. CallaghanDina Demner-FushmanSwapna AbhyankarMatthew T. JacksonMallika MundkurClement J. McDonaldPublished in: AMIA (2014)
Keyphrases
- data sets
- high quality
- synthetic data
- database
- training data
- statistical analysis
- data collection
- small number
- distributed data
- data quality
- statistical methods
- data processing
- image data
- data analysis
- knowledge discovery
- data sources
- computer systems
- missing data
- experimental data
- data distribution
- original data
- data streams
- metadata
- information systems
- sensitive information
- social networks