This paper is in the following e-collection/theme issue:

Standards and Interoperability (137) Secondary Use of Clinical Data for Research and Surveillance (475) Electronic Health Records (1327) Methods and Instruments in Medical Informatics (195) Information Models (45) Clinical Informatics (1333) Tools, Programs and Algorithms (383)

Published on in Vol 12 (2024)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/52967, first published .
Use of Metadata-Driven Approaches for Data Harmonization in the Medical Domain: Scoping Review

Use of Metadata-Driven Approaches for Data Harmonization in the Medical Domain: Scoping Review

Use of Metadata-Driven Approaches for Data Harmonization in the Medical Domain: Scoping Review

Authors of this article:

Yuan Peng1 Author Orcid Image ;   Franziska Bathelt2 Author Orcid Image ;   Richard Gebler1 Author Orcid Image ;   Robert Gött3 Author Orcid Image ;   Andreas Heidenreich4 Author Orcid Image ;   Elisa Henke1 Author Orcid Image ;   Dennis Kadioglu4, 5 Author Orcid Image ;   Stephan Lorenz1 Author Orcid Image ;   Abishaa Vengadeswaran5 Author Orcid Image ;   Martin Sedlmayr1 Author Orcid Image
Article Authors Cited by (3) Tweetations (2) Metrics

Journals

  1. Scheider S, Mallick M. Exploring Metadata Catalogs in Health Care Data Ecosystems: Taxonomy Development Study. JMIR Formative Research 2025;9:e63396 View
  2. Mallya P, Henao R, Hong C, Wojdyla D, Schibler T, Manchanda V, Pencina M, Hall J, Zhao J. Automated Data Harmonization in Clinical Research: Natural Language Processing Approach. JMIR Formative Research 2025;9:e75608 View
  3. Gilani K, Wei W, Peters C, Verket M, Rocca H, Nicolis E, Colombo M, Marx-Schütt K, Urovi V, Dumontier M. CMEO: a metadata-centric ontology for clinical studies exploration and harmonization assessment. BMC Medical Informatics and Decision Making 2025 View