Tibia Cortical Bone Segmentation in Micro-CT and X-ray Microscopy Data Using a Single Neural Network. - Oliver Aust; Mareike Thies; DanielaWeidner; Fabian Wagner; Sabrina Pechmann; Leonid Mill; Darja Andreev; Ippei Miyagawa; Gerhard Krönke; Silke H. Christiansen; Stefan Uderhardt; Andreas K. Maier; et al. (Bildverarbeitung für die Medizin, 2022)

Ultra Low-Parameter Denoising: Trainable Bilateral Filter Layers in Computed Tomography. - Fabian Wagner; Mareike Thies; Mingxuan Gu; Yixing Huang; Sabrina Pechmann; Mayank Patwari; Stefan B. Ploner; Oliver Aust; Stefan Uderhardt; Georg Schett; Silke H. Christiansen; Andreas K. Maier (CoRR, 2022)

SYNTA: A novel approach for deep learning-based image analysis in muscle histopathology using photo-realistic synthetic data. - Leonid Mill; Oliver Aust; Jochen A. Ackermann; Philipp Burger; Monica Pascual; Katrin Palumbo-Zerr; Gerhard Krönke; Stefan Uderhardt; Georg Schett; Christoph S. Clemen; Rolf Schröder; Christian Holtzhausen; et al. (CoRR, 2022)

Cavity Segmentation in X-ray Microscopy Scans of Mouse Tibiae. - Mingxuan Gu; Mareike Thies; Fabian Wagner; Sabrina Pechmann; Oliver Aust; Daniela Weidner; Georgiana Neag; Zhaoya Pan; Jonas Utz; Georg Schett; Silke H. Christiansen; Stefan Uderhardt; et al. (Bildverarbeitung für die Medizin, 2023)

Unsupervised Super Resolution in X-ray Microscopy using a Cycle-consistent Generative Model. - Adarsh Raghunath; Fabian Wagner; Mareike Thies; Mingxuan Gu; Sabrina Pechmann; Oliver Aust; Daniela Weidner; Georgiana Neag; Georg Schett; Silke H. Christiansen; Stefan Uderhardt; Andreas K. Maier (Bildverarbeitung für die Medizin, 2023)

McLabel - A Local Thresholding Tool for Efficient Semi-automatic Labelling of Cells in Fluorescence Microscopy. - Jonas Utz; Maja Schlereth; Jingna Qiu; Mareike Thies; Fabian Wagner; Oumaima B. Brahim; Mingxuan Gu; Stefan Uderhardt; Katharina Breininger (Bildverarbeitung für die Medizin, 2023)

Focus on Content not Noise: Improving Image Generation for Nuclei Segmentation by Suppressing Steganography in CycleGAN. - Jonas Utz; Tobias Weise; Maja Schlereth; Fabian Wagner; Mareike Thies; Mingxuan Gu; Stefan Uderhardt; Katharina Breininger (ICCV (Workshops), 2023)

Noise2Contrast: Multi-contrast Fusion Enables Self-supervised Tomographic Image Denoising. - Fabian Wagner; Mareike Thies; Laura Pfaff; Noah Maul; Sabrina Pechmann; Mingxuan Gu; Jonas Utz; Oliver Aust; Daniela Weidner; Georgiana Neag; Stefan Uderhardt; Jang Hwan Choi 001; et al. (IPMI, 2023)

Motion Compensation via Epipolar Consistency for In-Vivo X-Ray Microscopy. - Mareike Thies; Fabian Wagner; Mingxuan Gu; Yixing Huang; Sabrina Pechmann; Oliver Aust; Daniela Weidner; Georgiana Neag; Stefan Uderhardt; Georg Schett; Silke H. Christiansen; Andreas K. Maier (CoRR, 2023)

Exploring Epipolar Consistency Conditions. - Mareike Thies; Fabian Wagner; Mingxuan Gu; Siyuan Mei; Yixing Huang; Sabrina Pechmann; Oliver Aust; Daniela Weidner; Georgiana Neag; Stefan Uderhardt; Georg Schett; Silke H. Christiansen; et al. (Bildverarbeitung für die Medizin, 2024)

CyclePose - Leveraging Cycle-Consistency for Annotation-Free Nuclei Segmentation in Fluorescence Microscopy. - Jonas Utz; Stefan Vocht; Anne Tjorven Buessen; Dennis Possart; Fabian Wagner; Mareike Thies; Mingxuan Gu; Stefan Uderhardt; Katharina Breininger (CoRR, 2025)