{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,21]],"date-time":"2026-05-21T23:09:57Z","timestamp":1779404997294,"version":"3.53.1"},"reference-count":0,"publisher":"IOS Press","isbn-type":[{"value":"9781643686615","type":"electronic"}],"license":[{"start":{"date-parts":[[2026,5,21]],"date-time":"2026-05-21T00:00:00Z","timestamp":1779321600000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2026,5,21]]},"abstract":"<jats:p>Semantic interoperability in multi-source health datasets is a key barrier to data integration and reuse in biomedical research. FAIR principles promote standardization, but operationalizing them for heterogeneous clinical and patient-reported data remains challenging. We introduced a structured workflow that yields metadata-rich codebooks to support semantic interoperability. It integrates manual curation, expert-driven semantic annotation using biomedical ontologies and contextual suffixes for measurement nuances. The workflow was applied to the Post-COVID Network Netherlands (PCNN) dataset. In a representative PCNN subset, we harmonized variables across domains like demographics, COVID-19 history, and questionnaires. Mappings are designed for expert review to ensure accuracy and reproducibility.<\/jats:p>","DOI":"10.3233\/shti260692","type":"book-chapter","created":{"date-parts":[[2026,5,21]],"date-time":"2026-05-21T22:12:56Z","timestamp":1779401576000},"source":"Crossref","is-referenced-by-count":0,"title":["Semantic Harmonization Workflow of Health Data: Application in the Post-COVID Network Netherlands"],"prefix":"10.3233","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-5262-7399","authenticated-orcid":false,"given":"Hajar","family":"Hasannejadasl","sequence":"first","affiliation":[{"name":"Department of Clinical Epidemiology and Medical Technology Assessment, Maastricht University Medical Center, Maastricht, The Netherlands"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4715-9070","authenticated-orcid":false,"given":"Shuxin","family":"Zhang","sequence":"additional","affiliation":[{"name":"Amsterdam UMC location University of Amsterdam, Department of Medical Psychology, Amsterdam, The Netherlands"},{"name":"Amsterdam Public Health, Digital Health & Methodology, Amsterdam, The Netherlands"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0056-5872","authenticated-orcid":false,"given":"Bianca M.","family":"Boxma-de Klerk","sequence":"additional","affiliation":[{"name":"Department of Clinical Epidemiology, Leiden University Medical Center, Leiden, The Netherlands"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7780-4806","authenticated-orcid":false,"given":"Jos","family":"Bosch","sequence":"additional","affiliation":[{"name":"Amsterdam UMC location University of Amsterdam, Department of Medical Psychology, Amsterdam, The Netherlands"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1704-5980","authenticated-orcid":false,"given":"Ronald","family":"Cornet","sequence":"additional","affiliation":[{"name":"Amsterdam Public Health, Digital Health & Methodology, Amsterdam, The Netherlands"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2796-729X","authenticated-orcid":false,"given":"Sander M.J.","family":"van Kuijk","sequence":"additional","affiliation":[{"name":"Department of Clinical Epidemiology and Medical Technology Assessment, Maastricht University Medical Center, Maastricht, The Netherlands"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"7437","container-title":["Studies in Health Technology and Informatics","Opening the Personal Gate between Technology and Health Care"],"original-title":[],"link":[{"URL":"https:\/\/ebooks.iospress.nl\/pdf\/doi\/10.3233\/SHTI260692","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,5,21]],"date-time":"2026-05-21T22:12:56Z","timestamp":1779401576000},"score":1,"resource":{"primary":{"URL":"https:\/\/ebooks.iospress.nl\/doi\/10.3233\/SHTI260692"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,5,21]]},"ISBN":["9781643686615"],"references-count":0,"URL":"https:\/\/doi.org\/10.3233\/shti260692","relation":{},"ISSN":["0926-9630","1879-8365"],"issn-type":[{"value":"0926-9630","type":"print"},{"value":"1879-8365","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,5,21]]}}}