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Dominique Mercier, M.Sc.

Organizational unit Smart Data & Knowledge Services
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Publications

The privacy-explainability trade-off: unraveling the impacts of differential privacy and federated learning on attribution methods

Saifullah Saifullah; Dominique Mercier; Adriano Lucieri; Andreas Dengel; Sheraz Ahmed

In: Frontiers in Artificial Intelligence (Front. Artif. Intell.), Vol. 7, Pages 1-26, Frontiers, 7/2024.

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Challenges and perspectives in use of artificial intelligence to support treatment recommendations in clinical oncology

Gregor Duwe; Dominique Mercier; Crispin Wiesmann; Verena Kauth; Kerstin Moench; Markus Junker; Christopher C. M. Neumann; Axel Haferkamp; Andreas Dengel; Thomas Höfner

In: John Wiley (Hrsg.). Cancer Medicine, Vol. 13, No. 12, Pages 1-13, Wiley, 6/2024.

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Towards privacy preserved document image classification: a comprehensive benchmark

Saifullah Saifullah; Dominique Mercier; Stefan Agne; Andreas Dengel; Sheraz Ahmed

In: International Journal on Document Analysis and Recognition (IJDAR), Vol. Special Issue Paper, Springer Nature, 2024.

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All publications

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  • KITTU

    KI-unterstützte Therapiebegleitung von Tumorpatienten am Beispiel der Urologie

    KITTU hat die Erforschung und Entwicklung eines KI-Assistenzsystem zum Ziel, welches die Therapie von Tumorpatienten in der Urologie ab der Diagnose begleitet, indem es Ärzten und Patienten alle in…