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LLM-Assisted Clinical Data Harmonization: Combining Automated ETL Generation with Semantic Vocabulary Mapping for OMOP CDM.

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Title: LLM-Assisted Clinical Data Harmonization: Combining Automated ETL Generation with Semantic Vocabulary Mapping for OMOP CDM.
Authors: Meyer-Eschenbach F; Institute of Medical Informatics, Charité - Universitätsmedizin Berlin, Berlin, Germany.; Clinical Study Center, Berlin Institute of Health, Charité, Germany.; Institute of Informatics, Humboldt-Universität zu Berlin, Berlin, Germany., Vogel M; Institute of Informatics, Humboldt-Universität zu Berlin, Berlin, Germany., Jacob P; Institute of Informatics, Humboldt-Universität zu Berlin, Berlin, Germany., Kohler S; Institute of Informatics, Freie Universität Berlin, Berlin, Germany., Agha-Mir-Salim L; Institute of Medical Informatics, Charité - Universitätsmedizin Berlin, Berlin, Germany., Ruhm L; Clinical Study Center, Berlin Institute of Health, Charité, Germany., von Kalle C; Clinical Study Center, Berlin Institute of Health, Charité, Germany., Grünewald E; Institute of Medical Informatics, Charité - Universitätsmedizin Berlin, Berlin, Germany., Kumpf O; Department of Anesthesiology and Intensive Care Medicine, Charité, Germany., Balzer F; Institute of Medical Informatics, Charité - Universitätsmedizin Berlin, Berlin, Germany.; Institute of Informatics, Humboldt-Universität zu Berlin, Berlin, Germany.
Source: Studies in health technology and informatics [Stud Health Technol Inform] 2026 Jun 29; Vol. 338, pp. 453-457.
Publication Type: Journal Article
Journal Info: Publisher: IOS Press Country of Publication: Netherlands NLM ID: 9214582 Publication Model: Print Cited Medium: Internet ISSN: 1879-8365 (Electronic) Linking ISSN: 09269630 NLM ISO Abbreviation: Stud Health Technol Inform Subsets: MEDLINE
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  Data: <searchLink fieldCode="AU" term="%22Meyer-Eschenbach+F%22">Meyer-Eschenbach F</searchLink>; Institute of Medical Informatics, Charité - Universitätsmedizin Berlin, Berlin, Germany.; Clinical Study Center, Berlin Institute of Health, Charité, Germany.; Institute of Informatics, Humboldt-Universität zu Berlin, Berlin, Germany.<br /><searchLink fieldCode="AU" term="%22Vogel+M%22">Vogel M</searchLink>; Institute of Informatics, Humboldt-Universität zu Berlin, Berlin, Germany.<br /><searchLink fieldCode="AU" term="%22Jacob+P%22">Jacob P</searchLink>; Institute of Informatics, Humboldt-Universität zu Berlin, Berlin, Germany.<br /><searchLink fieldCode="AU" term="%22Kohler+S%22">Kohler S</searchLink>; Institute of Informatics, Freie Universität Berlin, Berlin, Germany.<br /><searchLink fieldCode="AU" term="%22Agha-Mir-Salim+L%22">Agha-Mir-Salim L</searchLink>; Institute of Medical Informatics, Charité - Universitätsmedizin Berlin, Berlin, Germany.<br /><searchLink fieldCode="AU" term="%22Ruhm+L%22">Ruhm L</searchLink>; Clinical Study Center, Berlin Institute of Health, Charité, Germany.<br /><searchLink fieldCode="AU" term="%22von+Kalle+C%22">von Kalle C</searchLink>; Clinical Study Center, Berlin Institute of Health, Charité, Germany.<br /><searchLink fieldCode="AU" term="%22Grünewald+E%22">Grünewald E</searchLink>; Institute of Medical Informatics, Charité - Universitätsmedizin Berlin, Berlin, Germany.<br /><searchLink fieldCode="AU" term="%22Kumpf+O%22">Kumpf O</searchLink>; Department of Anesthesiology and Intensive Care Medicine, Charité, Germany.<br /><searchLink fieldCode="AU" term="%22Balzer+F%22">Balzer F</searchLink>; Institute of Medical Informatics, Charité - Universitätsmedizin Berlin, Berlin, Germany.; Institute of Informatics, Humboldt-Universität zu Berlin, Berlin, Germany.
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              Text: 2026 Jun 29
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