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Privacy-preserving data quality assessment for federated health data networks.

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Title: Privacy-preserving data quality assessment for federated health data networks.
Authors: Tomášik R; Faculty of Informatics, Masaryk University, Botanicka, 68a, Brno, Jihomoravsky Kraj, 60200, Czechia. radovan.tomasik@bbmri-eric.eu.; Bank of Biological Material, Masaryk Memorial Cancer Institute, Zluty Kopec 7, Brno, Jihomoravsky Kraj, 60200, Czechia. radovan.tomasik@bbmri-eric.eu.; BBMRI-ERIC, Neue Stiftingtalstrasse, 2/B/6, Graz, 8010, Austria. radovan.tomasik@bbmri-eric.eu., Kussel T; Federated Information Systems, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany.; Complex Medical Informatics, Medical Faculty Mannheim, Heidelberg University, Theodor-Kutzner-Ufer 1-3, 68167, Mannheim, Germany., Dudová Z; Bank of Biological Material, Masaryk Memorial Cancer Institute, Zluty Kopec 7, Brno, Jihomoravsky Kraj, 60200, Czechia., Kacová R; Faculty of Informatics, Masaryk University, Botanicka, 68a, Brno, Jihomoravsky Kraj, 60200, Czechia.; Bank of Biological Material, Masaryk Memorial Cancer Institute, Zluty Kopec 7, Brno, Jihomoravsky Kraj, 60200, Czechia., Hrstka R; Bank of Biological Material, Masaryk Memorial Cancer Institute, Zluty Kopec 7, Brno, Jihomoravsky Kraj, 60200, Czechia., Lablans M; Federated Information Systems, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany.; Complex Medical Informatics, Medical Faculty Mannheim, Heidelberg University, Theodor-Kutzner-Ufer 1-3, 68167, Mannheim, Germany., Holub P; BBMRI-ERIC, Neue Stiftingtalstrasse, 2/B/6, Graz, 8010, Austria.; Institute of Computer Science Masaryk University, Botanicka 68a, Brno, Jihomoravsky Kraj, 60200, Czechia.
Source: BMC medical informatics and decision making [BMC Med Inform Decis Mak] 2026 Jan 27; Vol. 26 (1), pp. 49. Date of Electronic Publication: 2026 Jan 27.
Publication Type: Journal Article
Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 101088682 Publication Model: Electronic Cited Medium: Internet ISSN: 1472-6947 (Electronic) Linking ISSN: 14726947 NLM ISO Abbreviation: BMC Med Inform Decis Mak Subsets: MEDLINE
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  Data: <searchLink fieldCode="AU" term="%22Tomášik+R%22">Tomášik R</searchLink>; Faculty of Informatics, Masaryk University, Botanicka, 68a, Brno, Jihomoravsky Kraj, 60200, Czechia. radovan.tomasik@bbmri-eric.eu.; Bank of Biological Material, Masaryk Memorial Cancer Institute, Zluty Kopec 7, Brno, Jihomoravsky Kraj, 60200, Czechia. radovan.tomasik@bbmri-eric.eu.; BBMRI-ERIC, Neue Stiftingtalstrasse, 2/B/6, Graz, 8010, Austria. radovan.tomasik@bbmri-eric.eu.<br /><searchLink fieldCode="AU" term="%22Kussel+T%22">Kussel T</searchLink>; Federated Information Systems, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany.; Complex Medical Informatics, Medical Faculty Mannheim, Heidelberg University, Theodor-Kutzner-Ufer 1-3, 68167, Mannheim, Germany.<br /><searchLink fieldCode="AU" term="%22Dudová+Z%22">Dudová Z</searchLink>; Bank of Biological Material, Masaryk Memorial Cancer Institute, Zluty Kopec 7, Brno, Jihomoravsky Kraj, 60200, Czechia.<br /><searchLink fieldCode="AU" term="%22Kacová+R%22">Kacová R</searchLink>; Faculty of Informatics, Masaryk University, Botanicka, 68a, Brno, Jihomoravsky Kraj, 60200, Czechia.; Bank of Biological Material, Masaryk Memorial Cancer Institute, Zluty Kopec 7, Brno, Jihomoravsky Kraj, 60200, Czechia.<br /><searchLink fieldCode="AU" term="%22Hrstka+R%22">Hrstka R</searchLink>; Bank of Biological Material, Masaryk Memorial Cancer Institute, Zluty Kopec 7, Brno, Jihomoravsky Kraj, 60200, Czechia.<br /><searchLink fieldCode="AU" term="%22Lablans+M%22">Lablans M</searchLink>; Federated Information Systems, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany.; Complex Medical Informatics, Medical Faculty Mannheim, Heidelberg University, Theodor-Kutzner-Ufer 1-3, 68167, Mannheim, Germany.<br /><searchLink fieldCode="AU" term="%22Holub+P%22">Holub P</searchLink>; BBMRI-ERIC, Neue Stiftingtalstrasse, 2/B/6, Graz, 8010, Austria.; Institute of Computer Science Masaryk University, Botanicka 68a, Brno, Jihomoravsky Kraj, 60200, Czechia.
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  Data: <searchLink fieldCode="JN" term="%22101088682%22">BMC medical informatics and decision making</searchLink> [BMC Med Inform Decis Mak] 2026 Jan 27; Vol. 26 (1), pp. 49. <i>Date of Electronic Publication: </i>2026 Jan 27.
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              Text: 2026 Jan 27
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