Gradient-Based Geometry Learning for Fan-Beam CT Reconstruction. - Mareike Thies; Fabian Wagner; Noah Maul; Lukas Folle; Manuela Meier; Maximilian Rohleder; Linda-Sophie Schneider; Laura Pfaff; Mingxuan Gu; Jonas Utz; Felix Denzinger; Michael Manhart 001; et al. (CoRR, 2022)

Transient Hemodynamics Prediction Using an Efficient Octree-Based Deep Learning Model. - Noah Maul; Katharina Zinn; Fabian Wagner; Mareike Thies; Maximilian Rohleder; Laura Pfaff; Markus Kowarschik; Annette Birkhold; Andreas K. Maier (IPMI, 2023)

On the Benefit of Dual-Domain Denoising in a Self-Supervised Low-Dose CT Setting. - Fabian Wagner; Mareike Thies; Laura Pfaff; Oliver Aust; Sabrina Pechmann; Daniela Weidner; Noah Maul; Maximilian Rohleder; Mingxuan Gu; Jonas Utz; Felix Denzinger; Andreas Maier 001 (ISBI, 2023)

Robust Hough and Spatial-To-Angular Transform Based Rotation Estimation for Orthopedic X-Ray Images. - Magdalena Bachmaier; Maximilian Rohleder; Benedict Swartman; Maxim Privalov; Andreas K. Maier; Holger Kunze (MICCAI (7), 2023)

A Realistic Collimated X-Ray Image Simulation Pipeline. - Benjamin El-Zein; Dominik Eckert; Thomas Weber 001; Maximilian Rohleder; Ludwig Ritschl; Steffen Kappler; Andreas K. Maier (DALI@MICCAI, 2023)

Enabling Geometry Aware Learning Through Differentiable Epipolar View Translation. - Maximilian Rohleder; Charlotte Pradel; Fabian Wagner; Mareike Thies; Noah Maul; Felix Denzinger; Andreas K. Maier; Björn W. Kreher (MICCAI (3), 2023)

Abstract: Realistic Collimated X-ray Image Simulation Pipeline. - Benjamin El-Zein; Dominik Eckert; Thomas Weber 001; Maximilian Rohleder; Ludwig Ritschl; Steffen Kappler; Andreas K. Maier (Bildverarbeitung für die Medizin, 2024)

Abstract: Transient Hemodynamics Prediction using an Efficient Octree-based Deep Learning Model. - Noah Maul; Katharina Zinn; Fabian Wagner; Mareike Thies; Maximilian Rohleder; Laura Pfaff; Markus Kowarschik; Annette Birkhold; Andreas K. Maier (Bildverarbeitung für die Medizin, 2024)

Abstract: Enabling Geometry Aware Learning Through Differentiable Epipolar View Translation. - Maximilian Rohleder; Charlotte Pradel; Fabian Wagner; Mareike Thies; Noah Maul; Felix Denzinger; Andreas K. Maier; Björn W. Kreher (Bildverarbeitung für die Medizin, 2024)

Abstract: Gradient-based Geometry Learning for Fan-beam CT Reconstruction. - Mareike Thies; Fabian Wagner; Noah Maul; Lukas Folle; Manuela Meier; Maximilian Rohleder; Linda-Sophie Schneider; Laura Pfaff; Mingxuan Gu; Jonas Utz; Felix Denzinger; Michael Manhart 001; et al. (Bildverarbeitung für die Medizin, 2024)

Abstract: Self-supervised CT Dual Domain Denoising using Low-parameter Models. - Fabian Wagner; Mareike Thies; Laura Pfaff; Oliver Aust; Sabrina Pechmann; Daniela Weidner; Noah Maul; Maximilian Rohleder; Mingxuan Gu; Jonas Utz; Felix Denzinger; Andreas K. Maier (Bildverarbeitung für die Medizin, 2024)

Simulation-informed learning for time-resolved angiographic contrast agent concentration reconstruction. - Noah Maul; Annette Birkhold; Fabian Wagner; Mareike Thies; Maximilian Rohleder; Philipp Berg; Markus Kowarschik; Andreas K. Maier (Comput. Biol. Medicine, 2024)

Physics-Informed Learning for Time-Resolved Angiographic Contrast Agent Concentration Reconstruction. - Noah Maul; Annette Birkhold; Fabian Wagner; Mareike Thies; Maximilian Rohleder; Philipp Berg; Markus Kowarschik; Andreas K. Maier (CoRR, 2024)

An interactive task-based method for the avoidance of metal artifacts in CBCT. - Maximilian Rohleder; Mareike Thies; Sophie Riedl; Benno Bullert; Jula Gierse; Maxim Privalov; Eric Mandelka; Sven Yves Vetter; Andreas K. Maier; Björn W. Kreher (Int. J. Comput. Assist. Radiol. Surg., 2024)

Abstract: Simulation-informed Learning for Time-resolved Angiographic Contrast Agent Concentration Reconstruction. - Noah Maul; Annette Birkhold; Fabian Wagner; Mareike Thies; Maximilian Rohleder; Philipp Berg; Markus Kowarschik; Andreas K. Maier (Bildverarbeitung für die Medizin, 2025)

Automatic Detection of Bronchoscopes on X-ray Images. - Maryam Parvin; Maximilian Rohleder; Andreas K. Maier; Holger Kunze (Bildverarbeitung für die Medizin, 2025)

DINO Adapted to X-Ray (DAX): Foundation Models for Intraoperative X-Ray Imaging. - Joshua Scheuplein; Maximilian Rohleder; Andreas K. Maier; Björn W. Kreher (MICCAI (10), 2025)

Parametric-MAA: fast, object-centric avoidance of metal artifacts for intraoperative CBCT. - Maximilian Rohleder; Andreas Maier 001; Bjoern Kreher (Int. J. Comput. Assist. Radiol. Surg., 2025)