Moritz Fuchs

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 14

Top Topics

Lesion Segmentation

Top Venues

Medical Image Anal.

IEEE J. Biomed. Health Informatics

Int. J. Comput. Assist. Radiol. Surg.

Publications

Moritz Fuchs, Mirko Konstantin, Nicolas Schrade, Leonille Schweizer, Yuri Tolkach, Anirban Mukhopadhyay
Sliding Window Optimal Transport for Open World Artifact Detection in Histopathology. IEEE J. Biomed. Health Informatics 28 (7) (2024)
Niklas Babendererde, Moritz Fuchs, Camila González, Yuri Tolkach, Anirban Mukhopadhyay
Jointly Exploring Client Drift and Catastrophic Forgetting in Dynamic Learning. CoRR (2023)
Yannik Frisch, Moritz Fuchs, Antoine Sanner, Felix Anton Ucar, Marius Frenzel, Joana Wasielica-Poslednik, Adrian Gericke, Felix Mathias Wagner, Thomas Dratsch, Anirban Mukhopadhyay
Synthesising Rare Cataract Surgery Samples with Guided Diffusion Models. CoRR (2023)
Christian Harder, Moritz Fuchs, Yuri Tolkach, Anirban Mukhopadhyay
From Pointwise to Powerhouse: Initialising Neural Networks with Generative Models. CoRR (2023)
Yannik Frisch, Moritz Fuchs, Anirban Mukhopadhyay
Temporally consistent sequence-to-sequence translation of cataract surgeries. Int. J. Comput. Assist. Radiol. Surg. 18 (7) (2023)
Yannik Frisch, Moritz Fuchs, Antoine Sanner, Felix Anton Ucar, Marius Frenzel, Joana Wasielica-Poslednik, Adrian Gericke, Felix Mathias Wagner, Thomas Dratsch, Anirban Mukhopadhyay
Synthesising Rare Cataract Surgery Samples with Guided Diffusion Models. MICCAI (9) (2023)
Amin Ranem, Niklas Babendererde, Moritz Fuchs, Anirban Mukhopadhyay
Exploring SAM Ablations for Enhancing Medical Segmentation in Radiology and Pathology. CoRR (2023)
Camila González, Karol Gotkowski, Moritz Fuchs, Andreas Bucher, Armin Dadras, Ricarda Fischbach, Isabel Kaltenborn, Anirban Mukhopadhyay
Distance-based detection of out-of-distribution silent failures for Covid-19 lung lesion segmentation. CoRR (2022)
Nicolas Wagner, Moritz Fuchs, Yuri Tolkach, Anirban Mukhopadhyay
Federated Stain Normalization for Computational Pathology. CoRR (2022)
Moritz Fuchs, Camila González, Anirban Mukhopadhyay
Practical uncertainty quantification for brain tumor segmentation. MIDL (2022)
Jonathan Stieber, Moritz Fuchs, Anirban Mukhopadhyay
FrOoDo: Framework for Out-of-Distribution Detection. CoRR (2022)
Camila González, Karol Gotkowski, Moritz Fuchs, Andreas Bucher, Armin Dadras, Ricarda Fischbach, Isabel J. Kaltenborn, Anirban Mukhopadhyay
Distance-based detection of out-of-distribution silent failures for Covid-19 lung lesion segmentation. Medical Image Anal. 82 (2022)
Nicolas Wagner, Moritz Fuchs, Yuri Tolkach, Anirban Mukhopadhyay
Federated Stain Normalization for Computational Pathology. MICCAI (2) (2022)
Johannes Fauser, Moritz Fuchs, Ahmed Ghazy, Bernhard Dorweiler, Anirban Mukhopadhyay
Preoperative Planning for Guidewires Employing Shape-Regularized Segmentation and Optimized Trajectories. OR/MLCN@MICCAI (2019)