Reliable insights regarding medication outcomes from real world data- key principles of an evidence generation framework.
Rishi J. DesaiSebastian SchneeweissKeith MarsoloShirley WangRobert BallPublished in: AMIA (2021)
Keyphrases
- data sets
- real world
- synthetic data
- database
- high quality
- small number
- training data
- data sources
- probability distribution
- sensor data
- image data
- machine learning
- data processing
- case study
- raw data
- experimental data
- databases
- main contribution
- computer systems
- data collection
- input data
- data points
- data analysis
- data distribution
- multimedia data
- wide range
- original data
- heterogeneous sources