Establishing Trust in Pharmaceutical Data with an Independent Verification and Validation Methodology.
Keith E. CampbellTaima GomezElizabeth D. KorteRaja A. CholanRobert RehwoldtAndrew K. SillsChristine SpislaTraci Hindman RobinsonPhilip MeachamAlicia BraccoPeyton MarionStephen PowellDiane MontellaSteven H. BrownPublished in: AMIA (2022)
Keyphrases
- data sets
- data analysis
- data processing
- data sources
- data collection
- database
- high quality
- training data
- original data
- databases
- knowledge discovery
- synthetic data
- statistical methods
- neural network
- raw data
- data quality
- temporal information
- missing data
- computer systems
- complex data
- data points
- input data
- small number
- end users
- high dimensional
- feature space
- data structure
- information systems
- search engine
- real time