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Towards Fairness in Synthetic Healthcare Data: A Framework for the Evaluation of Synthetization Algorithms.

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Title: Towards Fairness in Synthetic Healthcare Data: A Framework for the Evaluation of Synthetization Algorithms.
Authors: Warnecke Y; Institute of Medical Informatics, University of Münster, Münster, Germany., Kuhn M; German Research Center for Artificial Intelligence (DFKI), Trier, Germany., Diederichs F; Department of Information Systems, University of Münster, Münster, Germany., Brix TJ; Institute of Medical Informatics, University of Münster, Münster, Germany., Clever L; Department of Information Systems, University of Münster, Münster, Germany., Bergmann R; German Research Center for Artificial Intelligence (DFKI), Trier, Germany.; Business Information Systems II, Trier University, Trier, Germany., Heider D; Institute of Medical Informatics, University of Münster, Münster, Germany., Storck M; Institute of Medical Informatics, University of Münster, Münster, Germany.
Source: Studies in health technology and informatics [Stud Health Technol Inform] 2025 Sep 03; Vol. 331, pp. 25-34.
Publication Type: Journal Article
Journal Info: Publisher: IOS Press Country of Publication: Netherlands NLM ID: 9214582 Publication Model: Print Cited Medium: Internet ISSN: 1879-8365 (Electronic) Linking ISSN: 09269630 NLM ISO Abbreviation: Stud Health Technol Inform Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Warnecke+Y%22">Warnecke Y</searchLink>; Institute of Medical Informatics, University of Münster, Münster, Germany.<br /><searchLink fieldCode="AU" term="%22Kuhn+M%22">Kuhn M</searchLink>; German Research Center for Artificial Intelligence (DFKI), Trier, Germany.<br /><searchLink fieldCode="AU" term="%22Diederichs+F%22">Diederichs F</searchLink>; Department of Information Systems, University of Münster, Münster, Germany.<br /><searchLink fieldCode="AU" term="%22Brix+TJ%22">Brix TJ</searchLink>; Institute of Medical Informatics, University of Münster, Münster, Germany.<br /><searchLink fieldCode="AU" term="%22Clever+L%22">Clever L</searchLink>; Department of Information Systems, University of Münster, Münster, Germany.<br /><searchLink fieldCode="AU" term="%22Bergmann+R%22">Bergmann R</searchLink>; German Research Center for Artificial Intelligence (DFKI), Trier, Germany.; Business Information Systems II, Trier University, Trier, Germany.<br /><searchLink fieldCode="AU" term="%22Heider+D%22">Heider D</searchLink>; Institute of Medical Informatics, University of Münster, Münster, Germany.<br /><searchLink fieldCode="AU" term="%22Storck+M%22">Storck M</searchLink>; Institute of Medical Informatics, University of Münster, Münster, Germany.
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              Text: 2025 Sep 03
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