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Moritz Fuchs
ORCID
Publication Activity (10 Years)
Years Active: 2019-2023
Publications (10 Years): 13
Top Topics
Slit Lamp
Lesion Segmentation
Neural Network
Diffusion Models
Top Venues
CoRR
Medical Image Anal.
Int. J. Comput. Assist. Radiol. Surg.
OR/MLCN@MICCAI
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Publications
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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)