Accessibility settings

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

Viewpoints and Perspectives (1333) Advanced Data Analytics in eHealth (329) Open Source and Data for Public Health (87) Data Science (672) Innovations in Clinical Trials and Research Data Management (205) Public Health Data Analytics (129)

Published on in Vol 27 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/66616, first published .
Lego bricks forming "Open Standards Source" text, illustrating open source principles.

Data Interoperability in Context: The Importance of Open-Source Implementations When Choosing Open Standards

Data Interoperability in Context: The Importance of Open-Source Implementations When Choosing Open Standards

Authors of this article:

Daniel Kapitan1, 2, 3 Author Orcid Image ;   Femke Heddema2 Author Orcid Image ;   André Dekker4 Author Orcid Image ;   Melle Sieswerda5 Author Orcid Image ;   Bart-Jan Verhoeff6 Author Orcid Image ;   Matt Berg7 Author Orcid Image
Article Authors Cited by (16) Tweetations Metrics

Journals

  1. Ambalavanan R, Snead R, Marczika J, Towett G, Malioukis A, Mbogori-Kairichi M. Challenges and strategies in building a foundational digital health data integration ecosystem: a systematic review and thematic synthesis. Frontiers in Health Services 2025;5 View
  2. Diallo M, Barro G, Sanou S, Soulama M, Zouma R, Tapsoba A, Ouédraogo S, Sidibé A, Dabiré N, Ouangré A, Méda Z, Bassinga Y, Kaboré D, Ouédraogo A, Yaméogo F, Ouédraogo A, Sawadogo M, Tall M, Dakouré P, Sobucot L. Draft of a national arthroplasty registry prototype in Burkina Faso, West Africa. International Orthopaedics 2025;49(12):2769 View
  3. Cejudo A, Tellechea Y, Calvo A, Almeida A, Martín C, Beristain A. Scalable Big Data Platform With End-to-End Traceability for Health Data Monitoring in Older Adults: Development and Performance Evaluation. JMIR Medical Informatics 2025;13:e81701 View
  4. Deng W, Zhang L, Yue J, Huang X. The future of multimorbidity management in the older adults: transforming AI-enabled precision medicine. Frontiers in Public Health 2026;13 View
  5. Phuyal S, Bhandari M, Bista R, Ferreira J. Enabling Cross-Institution Health Data Sharing in Norway: EUDI Wallets, On-Chain Consent, and openEHR↔FHIR Translation. IEEE Access 2026;14:20309 View
  6. Duranteau O, Popoff B. Data integration and systems interoperability: the prerequisite for artificial intelligence in anesthesiology. Current Opinion in Anaesthesiology 2026;39(2):167 View
  7. Bruthans J, Hospodková P, Fejfarová I. Stakeholder Perspectives on Affinity Domains in Digital Health Interoperability: Qualitative Study. JMIR Medical Informatics 2026;14:e83894 View
  8. Kirsch L, Baxi E, Phatak M, Jeanson F, Alonso D, Blauwendraat C, Boersma M, Brannelly P, Clement M, Easton A, Jenkins H, Kapur R, Mollenkopf T, Pickard B, Rommel A, Thompson C, White J, Dumanis S. Insights and priorities from the 2025 private funders’ Parkinson's disease and related disorders large footprint data interoperability summit. Journal of Parkinson’s Disease 2026 View
  9. Marfoglia A, Arcobelli V, Moscato S, La Mattina A, Mellone S, Carbonaro A. Challenges of health data standard adoption and usage: a systematic review. Journal of Biomedical Informatics 2026;178:105022 View
  10. Mauco K, Holmes J, Luberti A, Mosesane B. Experts’ Opinions on the Sustainable Use of Digital Health Tools for Effective Future Pandemic Preparedness and Response: Questionnaire Study. JMIR Public Health and Surveillance 2026;12:e84164 View
  11. Michalska-Falkowska A, Sargsyan K. Connecting biospecimens and data: a scoping review-informed conceptual framework for digital infrastructure in biobanking and genomic research in low- and middle-income countries. Frontiers in Public Health 2026;14 View
  12. Thomson M, Therrien J, Hizon N, Lin J, Wellman M, Sion E, Bennett C, Vanrolleghem P, Manuel D. Expanding the PHES-ODM: A Comprehensive, Open-Source Data Model for the Future of Wastewater-Based Epidemiology. Microorganisms 2026;14(6):1267 View
  13. Melamed N, Divakar H, Choolani M, McAuliffe F, Foo L, Shehata H, Jones G, Senikas V, Van der Beek E, Palshetkar N, Saccone G, Berghella V, Cuello M, Konje J, Bhatt B, Cam A, Obimbo M, Papageorghiou A, Hod M. The FemTech revolution: Unlocking the potential of new technology for optimizing pregnancy outcomes in low‐ and middle‐income countries and remote areas. International Journal of Gynecology & Obstetrics 2026 View
  14. Patterson J, Minto E, Beaton M, Anand A, Velez M, Harris P, Hripcsak G, Natarajan K. A comparison of Fast Healthcare Interoperability Resources and Observational Medical Mutcomes Partnership electronic health record data within the All of Us Research Program. Journal of the American Medical Informatics Association 2026 View

Conference Proceedings

  1. Khaleel A, Adnan Mohammed Al-Azzawi A, Mahdi Abas A. 2025 International Conference on Big Data, Knowledge and Control Systems Engineering (BdKCSE). Performance Evaluation of Distributed Framework for Healthcare Data Storage and Analysis Using Hadoop-HBase View
  2. Silva D, Heideker A, Ferreira E, Kamienski C, Bianchi R. Anais do XLIV Simpósio Brasileiro de Redes de Computadores e Sistemas Distribuídos (SBRC 2026). Controle Interoperável no Contínuo Computacional de IoT com Agentes de IA View