{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,17]],"date-time":"2025-11-17T14:26:26Z","timestamp":1763389586710},"reference-count":0,"publisher":"IOS Press","license":[{"start":{"date-parts":[[2022,6,29]],"date-time":"2022-06-29T00:00:00Z","timestamp":1656460800000},"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":[[2022,6,29]]},"abstract":"<jats:p>In the EU project FAIR4Health, a ETL pipeline for the FAIRification of structured health data as well as an agent-based, distributed query platform for the analysis of research hypotheses and the training of machine learning models were developed. The system has been successfully tested in two clinical use cases with patient data from five university hospitals. Currently, the solution is also being considered for use in other hospitals. However, configuring the system and deploying it in the local IT architecture is non-trivial and meets with understandable concerns about security. This paper presents a model for describing the information architecture based on a formal approach, the 3LGM metamodel. The model was evaluated by the developers. As a result, the clear separation of tasks and the software components that implement them as well as the rich description of interactions via interfaces were positively emphasized.<\/jats:p>","DOI":"10.3233\/shti220761","type":"book-chapter","created":{"date-parts":[[2022,6,30]],"date-time":"2022-06-30T07:36:36Z","timestamp":1656574596000},"source":"Crossref","is-referenced-by-count":1,"title":["A Formal Model for the FAIR4Health Information Architecture"],"prefix":"10.3233","author":[{"given":"Mona","family":"Perbix","sequence":"first","affiliation":[{"name":"Institute of Medical Informatics, Statistics and Epidemiology (IMISE), Leipzig University, Germany"}]},{"given":"Matthias","family":"L\u00f6be","sequence":"additional","affiliation":[{"name":"Institute of Medical Informatics, Statistics and Epidemiology (IMISE), Leipzig University, Germany"}]},{"given":"Sebastian","family":"St\u00e4ubert","sequence":"additional","affiliation":[{"name":"Institute of Medical Informatics, Statistics and Epidemiology (IMISE), Leipzig University, Germany"}]},{"given":"A. Anil","family":"Sinaci","sequence":"additional","affiliation":[{"name":"SRDC Software Research Development and Consultancy Corporation, Ankara, Turkey"}]},{"given":"Mert","family":"Gencturk","sequence":"additional","affiliation":[{"name":"SRDC Software Research Development and Consultancy Corporation, Ankara, Turkey"}]},{"given":"Miriam","family":"Quintero","sequence":"additional","affiliation":[{"name":"Atos Research and Innovation (ARI), Madrid, Spain"}]},{"given":"Alicia","family":"Martinez-Garcia","sequence":"additional","affiliation":[{"name":"Institute of Biomedicine of Seville (IBIS), Virgen del Roc\u00edo University Hospital, University of Seville, Seville, Spain"}]},{"given":"Celia","family":"Alvarez-Romero","sequence":"additional","affiliation":[{"name":"Institute of Biomedicine of Seville (IBIS), Virgen del Roc\u00edo University Hospital, University of Seville, Seville, Spain"}]},{"given":"Carlos L.","family":"Parra-Calderon","sequence":"additional","affiliation":[{"name":"Institute of Biomedicine of Seville (IBIS), Virgen del Roc\u00edo University Hospital, University of Seville, Seville, Spain"}]},{"given":"Alfred","family":"Winter","sequence":"additional","affiliation":[{"name":"Institute of Medical Informatics, Statistics and Epidemiology (IMISE), Leipzig University, Germany"}]}],"member":"7437","container-title":["Studies in Health Technology and Informatics","Advances in Informatics, Management and Technology in Healthcare"],"original-title":[],"link":[{"URL":"https:\/\/ebooks.iospress.nl\/pdf\/doi\/10.3233\/SHTI220761","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,6,30]],"date-time":"2022-06-30T07:36:37Z","timestamp":1656574597000},"score":1,"resource":{"primary":{"URL":"https:\/\/ebooks.iospress.nl\/doi\/10.3233\/SHTI220761"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,6,29]]},"references-count":0,"URL":"https:\/\/doi.org\/10.3233\/shti220761","relation":{},"ISSN":["0926-9630","1879-8365"],"issn-type":[{"value":"0926-9630","type":"print"},{"value":"1879-8365","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,6,29]]}}}