Conceptual design of a generic data harmonization process for OMOP common data model

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Abstract

To gain insight into the real-life care of patients in the healthcare system, data from hospital information systems and insurance systems are required. Consequently, linking clinical data with claims data is necessary. To ensure their syntactic and semantic interoperability, the Observational Medical Outcomes Partnership (OMOP) Common Data Model (CDM) from the Observational Health Data Sciences and Informatics (OHDSI) community was chosen. However, there is no detailed guide that would allow researchers to follow a generic process for data harmonization, i.e. the transformation of local source data into the standardized OMOP CDM format. Thus, the aim of this paper is to conceptualize a generic data harmonization process for OMOP CDM.

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Henke et al. (Mon,) studied this question.

synapsesocial.com/papers/68e777acb6db6435876ecaf8 https://doi.org/https://doi.org/10.1186/s12911-024-02458-7

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