Moritz Fuchs

25 papers A 2Journal 14Unranked 9
YearRankTypeTitle / Venue / Authors
2025 J jnl
ASMR: Angular Support for Malfunctioning Client Resilience in Federated Learning.
CoRR
Mirko Konstantin, Moritz Fuchs, Anirban Mukhopadhyay
2025 — conf
FDA's PCCP: Opportunities and Gaps.
BRIDGE/DeCaF@MICCAI
Niklas Babendererde, Amin Ranem, Moritz Fuchs, Camila González, Henry John Krumb, Anirban Mukhopadhyay
2025 A conf
Federated-Continual Dynamic Segmentation of Histopathology Guided by Barlow Continuity.
WACV
Niklas Babendererde, Haozhe Zhu, Moritz Fuchs, Jonathan Stieber, Anirban Mukhopadhyay
2025 J jnl
Federated-Continual Dynamic Segmentation of Histopathology guided by Barlow Continuity.
CoRR
Niklas Babendererde, Haozhe Zhu, Moritz Fuchs, Jonathan Stieber, Anirban Mukhopadhyay
2025 A conf
GAUDA: Generative Adaptive Uncertainty-Guided Diffusion-Based Augmentation for Surgical Segmentation.
WACV
Yannik Frisch, Christina Bornberg, Moritz Fuchs, Anirban Mukhopadhyay
2025 J jnl
GAUDA: Generative Adaptive Uncertainty-guided Diffusion-based Augmentation for Surgical Segmentation.
CoRR
Yannik Frisch, Christina Bornberg, Moritz Fuchs, Anirban Mukhopadhyay
2025 — conf
The Influence of Artificial Intelligence Autonomy on Physicians Work Outcomes in Healthcare: A Lab-in-the-Field Experiment.
HICSS
Maximilian Grüning, Richard Henkenjohann, Moritz Fuchs, Thomas Dratsch, Daniel Pinto dos Santos, Moon Kim, Philipp Matthies, Anirban Mukhopadhyay, Manuel Trenz
2024 — conf
ASMR: Angular Support for Malfunctioning Client Resilience in Federated Learning.
MIDL
Mirko Konstantin, Moritz Fuchs, Anirban Mukhopadhyay
2024 — conf
HARP: Unsupervised Histopathology Artifact Restoration.
MIDL
Moritz Fuchs, Ssharvien Kumar R. Sivakumar, Mirko Schöber, Niklas Woltering, Marie-Lisa Eich, Leonille Schweizer, Anirban Mukhopadhyay
2024 J jnl
Regulating radiology AI medical devices that evolve in their lifecycle.
CoRR
Camila González, Moritz Fuchs, Daniel Pinto dos Santos, Philipp Matthies, Manuel Trenz, Maximilian Grüning, Akshay Chaudhari, David B. Larson, Ahmed E. Othman, Moon Kim, Felix Nensa, Anirban Mukhopadhyay
2024 J jnl
Sliding Window Optimal Transport for Open World Artifact Detection in Histopathology.
IEEE J. Biomed. Health Informatics
Moritz Fuchs, Mirko Konstantin, Nicolas Schrade, Leonille Schweizer, Yuri Tolkach, Anirban Mukhopadhyay
2024 — conf
UnCLe SAM: Unleashing SAM's Potential for Continual Prostate MRI Segmentation.
MIDL
Amin Ranem, Mohamed Afham Mohamed Aflal, Moritz Fuchs, Anirban Mukhopadhyay
2023 J jnl
Exploring SAM Ablations for Enhancing Medical Segmentation in Radiology and Pathology.
CoRR
Amin Ranem, Niklas Babendererde, Moritz Fuchs, Anirban Mukhopadhyay
2023 J jnl
From Pointwise to Powerhouse: Initialising Neural Networks with Generative Models.
CoRR
Christian Harder, Moritz Fuchs, Yuri Tolkach, Anirban Mukhopadhyay
2023 J jnl
Jointly Exploring Client Drift and Catastrophic Forgetting in Dynamic Learning.
CoRR
Niklas Babendererde, Moritz Fuchs, Camila González, Yuri Tolkach, Anirban Mukhopadhyay
2023 — conf
Synthesising Rare Cataract Surgery Samples with Guided Diffusion Models.
MICCAI (9)
Yannik Frisch, Moritz Fuchs, Antoine Sanner, Felix Anton Ucar, Marius Frenzel, Joana Wasielica-Poslednik, Adrian Gericke, Felix Mathias Wagner, Thomas Dratsch, Anirban Mukhopadhyay
2023 J jnl
Synthesising Rare Cataract Surgery Samples with Guided Diffusion Models.
CoRR
Yannik Frisch, Moritz Fuchs, Antoine Sanner, Felix Anton Ucar, Marius Frenzel, Joana Wasielica-Poslednik, Adrian Gericke, Felix Mathias Wagner, Thomas Dratsch, Anirban Mukhopadhyay
2023 J jnl
Temporally consistent sequence-to-sequence translation of cataract surgeries.
Int. J. Comput. Assist. Radiol. Surg.
Yannik Frisch, Moritz Fuchs, Anirban Mukhopadhyay
2022 J jnl
Distance-based detection of out-of-distribution silent failures for Covid-19 lung lesion segmentation.
CoRR
Camila González, Karol Gotkowski, Moritz Fuchs, Andreas Bucher, Armin Dadras, Ricarda Fischbach, Isabel Kaltenborn, Anirban Mukhopadhyay
2022 J jnl
Distance-based detection of out-of-distribution silent failures for Covid-19 lung lesion segmentation.
Medical Image Anal.
Camila González, Karol Gotkowski, Moritz Fuchs, Andreas Bucher, Armin Dadras, Ricarda Fischbach, Isabel J. Kaltenborn, Anirban Mukhopadhyay
2022 — conf
Federated Stain Normalization for Computational Pathology.
MICCAI (2)
Nicolas Wagner, Moritz Fuchs, Yuri Tolkach, Anirban Mukhopadhyay
2022 J jnl
Federated Stain Normalization for Computational Pathology.
CoRR
Nicolas Wagner, Moritz Fuchs, Yuri Tolkach, Anirban Mukhopadhyay
2022 J jnl
FrOoDo: Framework for Out-of-Distribution Detection.
CoRR
Jonathan Stieber, Moritz Fuchs, Anirban Mukhopadhyay
2022 — conf
Practical uncertainty quantification for brain tumor segmentation.
MIDL
Moritz Fuchs, Camila González, Anirban Mukhopadhyay
2019 — conf
Preoperative Planning for Guidewires Employing Shape-Regularized Segmentation and Optimized Trajectories.
OR/MLCN@MICCAI
Johannes Fauser, Moritz Fuchs, Ahmed Ghazy, Bernhard Dorweiler, Anirban Mukhopadhyay