A Pilot Evaluation of the NIH Common Data Elements for Standardizing the Data Collected in Clinical Research Studies.
Marianne ZachariahAmanda L. DoJennifer ImaaOmolola OgunyemiLiz Y. ChenSpencer L. SooHooKevin DawsonRobert A. JendersDouglas S. BellPublished in: AMIA (2016)
Keyphrases
- experimental data
- data analysis
- data processing
- database
- data sets
- high quality
- application domains
- training data
- data sources
- image data
- probability distribution
- sensor data
- synthetic data
- raw data
- original data
- data collection
- data structure
- historical data
- data distribution
- noisy data
- statistical methods
- computer systems
- data quality
- collected data
- attribute values
- high dimensional data
- statistical analysis
- data mining techniques
- prior knowledge
- databases
- real time