An OMOP-CDM based pharmacovigilance data-processing pipeline (PDP) providing active surveillance for ADR signal detection from real-world data sources.
Hyunah ShinSuehyun LeePublished in: BMC Medical Informatics Decis. Mak. (2021)
Keyphrases
- data sources
- data sets
- real world
- database
- synthetic data
- training data
- signal detection
- original data
- multiple data sources
- image data
- input data
- databases
- high quality
- data model
- data collection
- data quality
- data distribution
- multiple sources
- case study
- information sources
- heterogeneous data
- data structure
- prior knowledge
- data points
- processing pipeline
- heterogeneous sources
- multi source
- adverse drug reactions
- video surveillance
- experimental data
- structured data
- statistical analysis
- data processing
- data warehouse
- small number
- probability distribution
- wide range