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Deutsches Krebsforschungszentrum: Heidelberg, Baden-Württemberg, DE

Employment
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Maximilian Zenk

Works (6)

Client Security Alone Fails in Federated Learning: 2D and 3D Attack Insights

2025 | Book chapter
DOI: 10.1007/978-3-031-79103-1_24
Contributors: Santhosh Parampottupadam; Ralf Floca; Dimitrios Bounias; Benjamin Hamm; Saikat Roy; Sinem Sav; Maximilian Zenk; Klaus Maier-Hein
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Longitudinal Segmentation of MS Lesions via Temporal Difference Weighting

2025 | Book chapter
DOI: 10.1007/978-3-031-84525-3_6
Contributors: Maximilian R. Rokuss; Yannick Kirchhoff; Saikat Roy; Balint Kovacs; Constantin Ulrich; Tassilo Wald; Maximilian Zenk; Stefan Denner; Fabian Isensee; Philipp Vollmuth et al.
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Comparative benchmarking of failure detection methods in medical image segmentation: Unveiling the role of confidence aggregation

Medical Image Analysis
2025-04 | Journal article
DOI: 10.1016/j.media.2024.103392
Contributors: Maximilian Zenk; David Zimmerer; Fabian Isensee; Jeremias Traub; Tobias Norajitra; Paul F. Jäger; Klaus Maier-Hein
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Crossref

Skeleton Recall Loss for Connectivity Conserving and Resource Efficient Segmentation of Thin Tubular Structures

2024 | Book chapter
DOI: 10.1007/978-3-031-72980-5_13
Contributors: Yannick Kirchhoff; Maximilian R. Rokuss; Saikat Roy; Balint Kovacs; Constantin Ulrich; Tassilo Wald; Maximilian Zenk; Philipp Vollmuth; Jens Kleesiek; Fabian Isensee et al.
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Crossref

Federated benchmarking of medical artificial intelligence with MedPerf

Nature Machine Intelligence
2023-07-17 | Journal article
DOI: 10.1038/s42256-023-00652-2
Contributors: Alexandros Karargyris; Renato Umeton; Micah J. Sheller; Alejandro Aristizabal; Johnu George; Anna Wuest; Sarthak Pati; Hasan Kassem; Maximilian Zenk; Ujjwal Baid et al.
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Crossref

Towards Real-World Federated Learning in Medical Image Analysis Using Kaapana

2022 | Book chapter
DOI: 10.1007/978-3-031-18523-6_13
Contributors: Klaus Kades; Jonas Scherer; Maximilian Zenk; Marius Kempf; Klaus Maier-Hein
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