A roadmap for federated learning projects using health data to guide sustainable artificial intelligence development in the European Union.
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| Title: | A roadmap for federated learning projects using health data to guide sustainable artificial intelligence development in the European Union. |
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| Authors: | Kommusaar J; Institute of Family Medicine and Public Health, Faculty of Medicine, University of Tartu, Ravila 19, Tartu, Estonia; Department of Nursing Science, Faculty of Medicine, University of Turku, Medisiina B, FI-20014 Turku, Finland., Elunurm S; Institute of Family Medicine and Public Health, Faculty of Medicine, University of Tartu, Ravila 19, Tartu, Estonia; Migrevention OÜ, Mõisavahe 34b, 50708 Tartu, Estonia., Chomutare T; Technology and Artificial Intelligence, Norwegian Centre for E-health Research, 9019 Tromsø, Norway., Kangasniemi M; Institute of Family Medicine and Public Health, Faculty of Medicine, University of Tartu, Ravila 19, Tartu, Estonia; Department of Nursing Science, Faculty of Medicine, University of Turku, Medisiina B, FI-20014 Turku, Finland; Turku University Hospital, The Wellbeing Services County of Southwest Finland, Finland., Salanterä S; Department of Nursing Science, Faculty of Medicine, University of Turku, Medisiina B, FI-20014 Turku, Finland; Turku University Hospital, The Wellbeing Services County of Southwest Finland, Finland., Peltonen LM; Department of Nursing Science, Faculty of Medicine, University of Turku, Medisiina B, FI-20014 Turku, Finland; Turku University Hospital, The Wellbeing Services County of Southwest Finland, Finland; Department of Health and Social Management, Faculty of Social Sciences and Business Studies, P.O. Box 1627, FI-70211 Kuopio, Finland. Electronic address: laura-maria.peltonen@utu.fi. |
| Source: | International journal of medical informatics [Int J Med Inform] 2026 Mar 15; Vol. 208, pp. 106242. Date of Electronic Publication: 2025 Dec 25. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Elsevier Science Ireland Ltd Country of Publication: Ireland NLM ID: 9711057 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1872-8243 (Electronic) Linking ISSN: 13865056 NLM ISO Abbreviation: Int J Med Inform Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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