Moritz Fuchs

According to our database, Moritz Fuchs authored at least 17 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

GAUDA: Generative Adaptive Uncertainty-Guided Diffusion-Based Augmentation for Surgical Segmentation.

Yannik Frisch, Christina Bornberg, Moritz Fuchs, Anirban Mukhopadhyay

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

Federated-Continual Dynamic Segmentation of Histopathology Guided by Barlow Continuity.

Niklas Babendererde, Haozhe Zhu, Moritz Fuchs, Jonathan Stieber, Anirban Mukhopadhyay

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

2024

Sliding Window Optimal Transport for Open World Artifact Detection in Histopathology.

Moritz Fuchs, Mirko Konstantin, Nicolas Schrade, Leonille Schweizer, Yuri Tolkach, Anirban Mukhopadhyay

IEEE J. Biomed. Health Informatics, July, 2024

Regulating radiology AI medical devices that evolve in their lifecycle.

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

CoRR, 2024

UnCLe SAM: Unleashing SAM's Potential for Continual Prostate MRI Segmentation.

Amin Ranem, Mohamed Afham Mohamed Aflal, Moritz Fuchs, Anirban Mukhopadhyay

Proceedings of the Medical Imaging with Deep Learning, 3-5 July 2024, Paris, France., 2024

ASMR: Angular Support for Malfunctioning Client Resilience in Federated Learning.

Mirko Konstantin, Moritz Fuchs, Anirban Mukhopadhyay

Proceedings of the Medical Imaging with Deep Learning, 3-5 July 2024, Paris, France., 2024

HARP: Unsupervised Histopathology Artifact Restoration.

Moritz Fuchs, Ssharvien Kumar R. Sivakumar, Mirko Schöber, Niklas Woltering, Marie-Lisa Eich, Leonille Schweizer, Anirban Mukhopadhyay

Proceedings of the Medical Imaging with Deep Learning, 3-5 July 2024, Paris, France., 2024

2023

Temporally consistent sequence-to-sequence translation of cataract surgeries.

Yannik Frisch, Moritz Fuchs, Anirban Mukhopadhyay

Int. J. Comput. Assist. Radiol. Surg., July, 2023

From Pointwise to Powerhouse: Initialising Neural Networks with Generative Models.

Christian Harder, Moritz Fuchs, Yuri Tolkach, Anirban Mukhopadhyay

CoRR, 2023

Exploring SAM Ablations for Enhancing Medical Segmentation in Radiology and Pathology.

Amin Ranem, Niklas Babendererde, Moritz Fuchs, Anirban Mukhopadhyay

CoRR, 2023

Jointly Exploring Client Drift and Catastrophic Forgetting in Dynamic Learning.

Niklas Babendererde, Moritz Fuchs, Camila González, Yuri Tolkach, Anirban Mukhopadhyay

CoRR, 2023

Synthesising Rare Cataract Surgery Samples with Guided Diffusion Models.

Yannik Frisch, Moritz Fuchs, Antoine Sanner, Felix Anton Ucar, Marius Frenzel, Joana Wasielica-Poslednik, Adrian Gericke, Felix Mathias Wagner, Thomas Dratsch, Anirban Mukhopadhyay

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

2022

Distance-based detection of out-of-distribution silent failures for Covid-19 lung lesion segmentation.

Camila González, Karol Gotkowski, Moritz Fuchs, Andreas Bucher, Armin Dadras, Ricarda Fischbach, Isabel J. Kaltenborn, Anirban Mukhopadhyay

Medical Image Anal., 2022

FrOoDo: Framework for Out-of-Distribution Detection.

Jonathan Stieber, Moritz Fuchs, Anirban Mukhopadhyay

CoRR, 2022

Practical uncertainty quantification for brain tumor segmentation.

Moritz Fuchs, Camila González, Anirban Mukhopadhyay

Proceedings of the International Conference on Medical Imaging with Deep Learning, 2022

Federated Stain Normalization for Computational Pathology.

Nicolas Wagner, Moritz Fuchs, Yuri Tolkach, Anirban Mukhopadhyay

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

2019

Preoperative Planning for Guidewires Employing Shape-Regularized Segmentation and Optimized Trajectories.

Johannes Fauser, Moritz Fuchs, Ahmed Ghazy, Bernhard Dorweiler, Anirban Mukhopadhyay

Proceedings of the OR 2.0 Context-Aware Operating Theaters and Machine Learning in Clinical Neuroimaging, 2019