TransformEHRs: a flexible methodology for building transparent ETL processes for EHR reuse
Sign Up to like & getrecommendations! Published in 2022 at "Methods of Information in Medicine"
DOI: 10.1055/s-0042-1757763
Abstract: Abstract Background  During the COVID-19 pandemic, several methodologies were designed for obtaining electronic health record (EHR)-derived datasets for research. These processes are often based on black boxes, on which clinical researchers are unaware of how… read more here.
Keywords: etl processes; data operations; ehr reuse; methodology ... See more keywords
ETL Processes for Integrating Healthcare Data - Tools and Architecture Patterns
Sign Up to like & getrecommendations! Published in 2022 at "Studies in health technology and informatics"
DOI: 10.3233/shti220974
Abstract: Improving the interoperability of healthcare information systems is a crucial clinical care issue involving disparate but coexisting information systems. However, healthcare organizations are also facing the dilemma of choosing the right ETL tool and architecture… read more here.
Keywords: etl processes; healthcare data; architecture patterns; architecture ... See more keywords
Local Data Quality Assessments on EHR-Based Real-World Data for Rare Diseases.
Sign Up to like & getrecommendations! Published in 2023 at "Studies in health technology and informatics"
DOI: 10.3233/shti230121
Abstract: The project "Collaboration on Rare Diseases" CORD-MI connects various university hospitals in Germany to collect sufficient harmonized electronic health record (EHR) data for supporting clinical research in the field of rare diseases (RDs). However, the… read more here.
Keywords: etl processes; quality; methodology; rare diseases ... See more keywords
Towards ETL Processes to OMOP CDM Using Metadata and Modularization.
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DOI: 10.3233/shti230256
Abstract: OMOP common data model (CDM) is designed for analyzing large clinical data and building cohorts for medical research, which requires Extract-Transform-Load processes (ETL) of local heterogeneous medical data. We present a concept for developing and… read more here.
Keywords: etl processes; towards etl; processes omop; omop cdm ... See more keywords