Author

K. Maier-Hein

2 papers indexed here

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Open access Oct 2026

Efficient Privacy-Preserving Medical Cross-Silo Federated Learning.

Federated Learning (FL) is becoming increasingly important for advancing machine learning in the medical domain, as it enables collaborative model training across multiple institutions without requiring them to share raw patient data. Unlike traditional centralized machine learning, which gathers data and trains the mo...

Benjamin Hamm, Yannick Kirchhoff, Maximilian R. Rokuss et al. · IEEE journal of biomedical a... · 2 citations

Preprint Sep 2026

Anguinus Sculpturae: Compositional Synthesis of Peak-Enhancement Breast DCE-MRI Scans

Dynamic contrast-enhanced breast MRI (DCE-MRI) is rich in anatomical and perfusion information, but its reliance on gadolinium-based contrast agents raises safety concerns and adds cost. Virtual contrast enhancement, synthesizing post-contrast from pre-contrast images, is a promising alternative. We address the MAMA-SY...

Benjamin Hamm, Nico Disch, Maximilian R. Rokuss et al. · 0 citations