Sarah Müller

18 papers A* 2B 1Journal 10Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Mitigating Shortcut Learning via Feature Disentanglement in Medical Imaging: A Benchmark Study.
CoRR
Sarah Müller, Philipp Berens
2026 J jnl
Ordinal Diffusion Models for Color Fundus Images.
CoRR
Gustav Schmidt, Philipp Berens, Sarah Müller
2025 J jnl
Disentangling representations of retinal images with generative models.
Medical Image Anal.
Sarah Müller, Lisa M. Koch, Hendrik P. A. Lensch, Philipp Berens
2025 J jnl
Fundus Image Toolbox: A Python package for fundus image processing.
J. Open Source Softw.
Julius Gervelmeyer, Sarah Müller, Ziwei Huang, Philipp Berens
2025 — conf
Learning Disease State from Noisy Ordinal Disease Progression Labels.
MICCAI (5)
Gustav Schmidt, Holger Heidrich, Philipp Berens, Sarah Müller
2025 J jnl
Learning Disease State from Noisy Ordinal Disease Progression Labels.
CoRR
Gustav Schmidt, Holger Heidrich, Philipp Berens, Sarah Müller
2024 — conf
Benchmarking Dependence Measures to Prevent Shortcut Learning in Medical Imaging.
MLMI@MICCAI (2)
Sarah Müller, Louisa Fay, Lisa M. Koch, Sergios Gatidis, Thomas Küstner, Philipp Berens
2024 J jnl
Benchmarking Dependence Measures to Prevent Shortcut Learning in Medical Imaging.
CoRR
Sarah Müller, Louisa Fay, Lisa M. Koch, Sergios Gatidis, Thomas Küstner, Philipp Berens
2024 J jnl
Disentangling representations of retinal images with generative models.
CoRR
Sarah Müller, Lisa M. Koch, Hendrik P. A. Lensch, Philipp Berens
2024 — conf
Interpretable-by-Design Deep Survival Analysis for Disease Progression Modeling.
MICCAI (10)
Julius Gervelmeyer, Sarah Müller, Kerol Djoumessi, David Merle, Simon J. Clark, Lisa M. Koch, Philipp Berens
2024 A* conf
Most discriminative stimuli for functional cell type clustering.
ICLR
Max F. Burg, Thomas Zenkel, Michaela Vystrcilová, Jonathan Oesterle, Larissa Höfling, Konstantin F. Willeke, Jan Lause, Sarah Müller, Paul G. Fahey, Zhiwei Ding, Kelli Restivo, Shashwat Sridhar, Tim Gollisch, Philipp Berens, Andreas S. Tolias, Thomas Euler, Matthias Bethge, Alexander S. Ecker
2024 J jnl
Most discriminative stimuli for functional cell type identification.
CoRR
Max F. Burg, Thomas Zenkel, Michaela Vystrcilová, Jonathan Oesterle, Larissa Höfling, Konstantin F. Willeke, Jan Lause, Sarah Müller, Paul G. Fahey, Zhiwei Ding, Kelli Restivo, Shashwat Sridhar, Tim Gollisch, Philipp Berens, Andreas S. Tolias, Thomas Euler, Matthias Bethge, Alexander S. Ecker
2022 — conf
Visual Explanations for the Detection of Diabetic Retinopathy from Retinal Fundus Images.
MICCAI (2)
Valentyn Boreiko, Indu Ilanchezian, Murat Seçkin Ayhan, Sarah Müller, Lisa M. Koch, Hanna Faber, Philipp Berens, Matthias Hein
2021 A* conf
Local policy search with Bayesian optimization.
NeurIPS
Sarah Müller, Alexander von Rohr, Sebastian Trimpe
2021 J jnl
Local policy search with Bayesian optimization.
CoRR
Sarah Müller, Alexander von Rohr, Sebastian Trimpe
2018 — conf
Robot Tutoring: On the Feasibility of Using Cognitive Systems as Tutors in Introductory Programming Education: A Teaching Experiment.
ECSEE
Sarah Müller, Bianca Bergande, Philipp Brune
2018 B conf
Semantic Organ Segmentation in 3D Whole-Body MR Images.
ICIP
Thomas Küstner, Sarah Müller, Marc Fischer, Jakob Weiß, Konstantin Nikolaou, Fabian Bamberg, Bin Yang, Fritz Schick, Sergios Gatidis
2014 J jnl
Anti-inflammatory effects of reactive oxygen species - a multi-valued logical model validated by formal concept analysis.
BMC Syst. Biol.
Johannes Wollbold, Robert Jaster, Sarah Müller, Katja Rateitschak, Olaf Wolkenhauer