Results 1 to 10 of about 1,576 (169)
Seamless EMR data access: Integrated governance, digital health and the OMOP-CDM [PDF]
BMJ Health & Care InformaticsObjectives In this overview, we describe theObservational Medical Outcomes Partnership Common Data Model (OMOP-CDM), the established governance processes employed in EMR data repositories, and demonstrate how OMOP transformed data provides a lever for ...
Douglas Boyle +12 more
doaj +5 more sources
Deep-learning-based automated terminology mapping in OMOP-CDM [PDF]
Journal of the American Medical Informatics Association, 2021 Abstract Objective Accessing medical data from multiple institutions is difficult owing to the interinstitutional diversity of vocabularies. Standardization schemes, such as the common data model, have been proposed as solutions to this problem, but such schemes require expensive human supervision ...
Byungkon Kang +5 more
openaire +3 more sources
Learning Health SystemsObjective Extracting and curating data from large clinical information systems is challenging, and the optimal methodology is often unclear. This review was to systematically investigate and appraise the research literature to assess existing methods ...
Han Chang Lim +6 more
doaj +2 more sources
Applying the OMOP Common Data Model to Facilitate Benefit-Risk Assessments of Medicinal Products Using Real-World Data from Singapore and South Korea [PDF]
Healthcare Informatics Research, 2022 Objectives The aim of this study was to characterize the benefits of converting Electronic Medical Records (EMRs) to a common data model (CDM) and to assess the potential of CDM-converted data to rapidly generate insights for benefit-risk assessments in ...
Hui Xing Tan +10 more
doaj +1 more source
Adaption of the OMOP CDM for Rare Diseases [PDF]
, 2021 The OMOP Common Data Model (OMOP CDM) is an option to store patient data and to use these in an international context. Up to now, rare diseases can only be partly described in OMOP CDM. Therefore, it is necessary to investigate which special features in the context of rare diseases (e.g.
Michele, Zoch +6 more
openaire +2 more sources
Feasibility Study of Federated Learning on the Distributed Research Network of OMOP Common Data Model [PDF]
Healthcare Informatics Research, 2023 Objectives Since protecting patients’ privacy is a major concern in clinical research, there has been a growing need for privacy-preserving data analysis platforms.
Geun Hyeong Lee +7 more
doaj +1 more source
Conversion of CPRD AURUM data into the OMOP common data model
Informatics in Medicine Unlocked, 2023 Introduction: Efforts to standardize clinical data using Common Data Models (CDMS) has grown in recent years. Use of CDMs allows for quicker understanding of data structure and reuse of existing tools.
Craig S. Mayer
doaj +1 more source
Building the observational medical outcomes partnership's T-MSIS Analytic File common data model
Informatics in Medicine Unlocked, 2023 Objectives: This effort used Databricks to create an Observational Medical Outcomes Partnership (OMOP) Common Data Model (CDM) for Transformed MSIS Analytic File (TAF) Medicaid records.
Nick Williams
doaj +1 more source
BMC Medical Research Methodology, 2021 Background The Observational Medical Outcomes Partnership (OMOP) Common Data Model (CDM) can be used to transform observational health data to a common format.
Patricia Biedermann +8 more
doaj +1 more source
JMIR Medical Informatics, 2023 BackgroundNational classifications and terminologies already routinely used for documentation within patient care settings enable the unambiguous representation of clinical information.
Elisa Henke +8 more
doaj +1 more source