Integrating real-world data from Brazil and Pakistan into the OMOP common data model and standardized health analytics framework to characterize COVID-19 in the Global South.
Elzo Pereira Pinto JuniorPriscilla NormandoRenzo Flores-OrtizMuhammad Usman AfzalMuhammad Asaad JamilSergio Fernández-BertolínVinícius de Araújo OliveiraValentina MartufiFernanda de SousaAmir BashirEdward BurnMaria Yury IchiharaMaurício Lima BarretoTalita Duarte-SallesDaniel Prieto-AlhambraHaroon HafeezSara KhalidPublished in: J. Am. Medical Informatics Assoc. (2023)
Keyphrases
- data sets
- real world
- data model
- synthetic data
- data analysis
- query language
- data sources
- data processing
- database
- image data
- global information
- data points
- prior knowledge
- big data
- data quality
- data collection
- statistical analysis
- training data
- end users
- original data
- raw data
- health care
- high quality
- semistructured data
- probabilistic model
- large scale data sets
- learning analytics
- data mining applications
- information and communication technologies
- conceptual model
- semi supervised