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. 2025 Feb 18;9:e63396. doi: 10.2196/63396

Table 2.

List of most important literature from the SLRa used for taxonomy development.

Study Year Title
Top 10 academic papers

Alvarellos et al [42] 2023 Democratizing clinical-genomic data: How federated platforms can promote benefits sharing in genomics

Almeida and Oliveira [30] 2024 MONTRA2b: A web platform for profiling distributed databases in the health domain

Almeida et al [19] 2023 A FAIRc approach to real-world health data management and analysis

Bergeron et al [17] 2018 Fostering population-based cohort data discovery: The Maelstrom Research cataloguing toolkit

Scheider et al [41] 2023 Exploring design elements of personal data markets

Ehrlinger et al [26] 2021 Data catalogs: a systematic literature review and guidelines to implementation

Labadie et al [24] 2020 Fair enough? enhancing the usage of enterprise data with data catalogs

Lovestone and EMIF Consortium [10] 2020 The European medical information framework: a novel ecosystem for sharing health care data across Europe

Oliveira et al [15] 2019 EMIFd Catalogue: a collaborative platform for sharing and reusing biomedical data

Swertz et al [5] 2022 Towards an Interoperable Ecosystem of Research Cohort and Real-world Data Catalogues Enabling Multi-center Studies
Top 5 nonacademic papers

European Medicines Agency [43] 2022 Good Practice Guide for the use of the Metadata Catalogue of Real-World Sources

European Medicines Agency [44] 2022 List of metadata for Real World Data catalogues

Directorate-General for Health and Food Safety [82] 2022 The European Health Data Space

Jahnke and Otto [25] 2022 Data Catalogs - Implementing Capabilities for Data Curation, Data Enablement and Regulatory Compliance

TEHDASe [16] 2022 EHDSf Semantic interoperability framework

aSLR: structured literature review.

bMONTRA2: Modular Next-generation Research Analysis.

cFAIR: findability, accessibility, interoperability, and reusability.

dEMIF: European Medical Information Framework Catalogue.

eTEHDAS: Towards European Health Data Space.

fEHDS: European Health Data Space.