Self-Calibration and Simultaneous Motion Estimation for C-Arm CT Using Fiducial. - Christopher Syben; Bastian Bier; Martin Berger 002; André Aichert; Rebecca Fahrig; Garry Gold; Marc E. Levenston; Andreas K. Maier (Bildverarbeitung für die Medizin, 2017)

JOINT calibration and motion estimation in weight-bearing cone-beam CT of the knee joint using fiducial markers. - Christopher Syben; Bastian Bier; Martin Berger 002; André Aichert; Rebecca Fahrig; Garry Gold; Marc E. Levenston; Andreas K. Maier (ISBI, 2017)

Automatic Thrombus Detection in Non-enhanced Computed Tomography Images in Patients With Acute Ischemic Stroke. - Patrick Löber; Bernhard Stimpel; Christopher Syben; Andreas K. Maier; Hendrik Ditt; Peter Schramm; Boy Raczkowski; André Kemmling (VCBM, 2017)

A Deep Learning Approach for Reconstruction Filter Kernel Discretization. - Christopher Syben; Bernhard Stimpel; Katharina Breininger; Tobias Würfl; Rebecca Fahrig; Arnd Dörfler; Andreas K. Maier (CoRR, 2017)

MR to X-Ray Projection Image Synthesis. - Bernhard Stimpel; Christopher Syben; Tobias Würfl; Katrin Mentl; Arnd Dörfler; Andreas K. Maier (CoRR, 2017)

Towards In-Vivo X-Ray Nanoscopy - The Effect of Motion on Image Quality. - Leonid Mill; Bastian Bier; Christopher Syben; Lasse Kling; Anika Klingberg; Silke H. Christiansen; Georg Schett; Andreas K. Maier (Bildverarbeitung für die Medizin, 2018)

Deriving Neural Network Architectures Using Precision Learning: Parallel-to-Fan Beam Conversion. - Christopher Syben; Bernhard Stimpel; Jonathan Lommen; Tobias Würfl; Arnd Dörfler; Andreas Maier 001 (GCPR, 2018)

Precision Learning: Towards Use of Known Operators in Neural Networks. - Andreas K. Maier; Frank Schebesch; Christopher Syben; Tobias Würfl; Stefan Steidl; Jang Hwan Choi 001; Rebecca Fahrig (ICPR, 2018)

Detecting Anatomical Landmarks for Motion Estimation in Weight-Bearing Imaging of Knees. - Bastian Bier; Katharina Aschoff; Christopher Syben; Mathias Unberath; Marc E. Levenston; Garry Gold; Rebecca Fahrig; Andreas K. Maier (MLMIR@MICCAI, 2018)

Projection image-to-image translation in hybrid X-ray/MR imaging. - Bernhard Stimpel; Christopher Syben; Tobias Würfl; Katharina Breininger; Katrin Mentl; Jonathan Lommen; Arnd Dörfler; Andreas K. Maier (CoRR, 2018)

A Gentle Introduction to Deep Learning in Medical Image Processing. - Andreas K. Maier; Christopher Syben; Tobias Lasser; Christian Riess (CoRR, 2018)

Maximum Likelihood Estimation of Head Motion Using Epipolar Consistency. - Alexander Preuhs; Nishant Ravikumar; Michael Manhart 001; Bernhard Stimpel; Elisabeth Hoppe; Christopher Syben; Markus Kowarschik; Andreas K. Maier (Bildverarbeitung für die Medizin, 2019)

Multi-Modal Super-Resolution with Deep Guided Filtering. - Bernhard Stimpel; Christopher Syben; Franziska Schirrmacher; Philip Hoelter; Arnd Dörfler; Andreas K. Maier (Bildverarbeitung für die Medizin, 2019)

Abstract: Fan-to-Parallel Beam Conversion - Deriving Neural Network Architectures Using Precision Learning. - Christopher Syben; Bernhard Stimpel; Jonathan Lommen; Tobias Würfl; Arnd Dörfler; Andreas K. Maier (Bildverarbeitung für die Medizin, 2019)

User Loss A Forced-Choice-Inspired Approach to Train Neural Networks Directly by User Interaction. - Shahab Zarei; Bernhard Stimpel; Christopher Syben; Andreas K. Maier (Bildverarbeitung für die Medizin, 2019)

Magnetic Resonance Fingerprinting Reconstruction Using Recurrent Neural Networks. - Elisabeth Hoppe; Florian Thamm; Gregor Körzdörfer; Christopher Syben; Franziska Schirrmacher; Mathias Nittka; Josef Pfeuffer; Heiko Meyer; Andreas K. Maier (GMDS, 2019)

RinQ Fingerprinting: Recurrence-Informed Quantile Networks for Magnetic Resonance Fingerprinting. - Elisabeth Hoppe; Florian Thamm; Gregor Körzdörfer; Christopher Syben; Franziska Schirrmacher; Mathias Nittka; Josef Pfeuffer; Heiko Meyer; Andreas Maier 001 (MICCAI (3), 2019)

Projection image-to-image translation in hybrid x-ray/MR imaging. - Bernhard Stimpel; Christopher Syben; Tobias Würfl; Katharina Breininger; Jonathan M. Lommen; Arnd Dörfler; Andreas K. Maier (Image Processing, 2019)

PYRO-NN: Python Reconstruction Operators in Neural Networks. - Christopher Syben; Markus Michen; Bernhard Stimpel; Stephan Seitz; Stefan B. Ploner; Andreas K. Maier (CoRR, 2019)

Learning with Known Operators reduces Maximum Training Error Bounds. - Andreas K. Maier; Christopher Syben; Bernhard Stimpel; Tobias Würfl; Mathis Hoffmann; Frank Schebesch; Weilin Fu; Leonid Mill; Lasse Kling; Silke H. Christiansen (CoRR, 2019)

Image Quality Assessment for Rigid Motion Compensation. - Alexander Preuhs; Michael Manhart 001; Philipp Roser; Bernhard Stimpel; Christopher Syben; Marios Psychogios; Markus Kowarschik; Andreas K. Maier (CoRR, 2019)

Projection-to-Projection Translation for Hybrid X-ray and Magnetic Resonance Imaging. - Bernhard Stimpel; Christopher Syben; Tobias Würfl; Katharina Breininger; Philip Hoelter; Arnd Dörfler; Andreas K. Maier (CoRR, 2019)

Learning with known operators reduces maximum error bounds. - Andreas K. Maier; Christopher Syben; Bernhard Stimpel; Tobias Würfl; Mathis Hoffmann; Frank Schebesch; Weilin Fu; Leonid Mill; Lasse Kling; Silke H. Christiansen (Nat. Mach. Intell., 2019)

Abstract: RinQ Fingerprinting. - Elisabeth Hoppe; Florian Thamm; Gregor Körzdörfer; Christopher Syben; Franziska Schirrmacher; Mathias Nittka; Josef Pfeuffer; Heiko Meyer; Andreas K. Maier (Bildverarbeitung für die Medizin, 2020)

Multi-Channel Volumetric Neural Network for Knee Cartilage Segmentation in Cone-Beam CT. - Jennifer Maier; Luis Carlos Rivera Monroy; Christopher Syben; Yejin Jeon; Jang-Hwan Choi 001; Mary Elizabeth Hall; Marc E. Levenston; Garry Gold; Rebecca Fahrig; Andreas K. Maier (Bildverarbeitung für die Medizin, 2020)

Deep Autofocus with Cone-Beam CT Consistency Constraint. - Alexander Preuhs; Michael Manhart 001; Philipp Roser; Bernhard Stimpel; Christopher Syben; Marios Psychogios; Markus Kowarschik; Andreas K. Maier (Bildverarbeitung für die Medizin, 2020)

Fully-Automatic CT Data Preparation for Interventional X-Ray Skin Dose Simulation. - Philipp Roser; Annette Birkhold; Alexander Preuhs; Bernhard Stimpel; Christopher Syben; Norbert Strobel; Markus Kowarschik; Rebecca Fahrig; Andreas K. Maier (Bildverarbeitung für die Medizin, 2020)

Simultaneous Estimation of X-Ray Back-Scatter and Forward-Scatter Using Multi-task Learning. - Philipp Roser; Xia Zhong; Annette Birkhold; Alexander Preuhs; Christopher Syben; Elisabeth Hoppe; Norbert Strobel; Markus Kowarschik; Rebecca Fahrig; Andreas K. Maier (MICCAI (2), 2020)

Reconstruction of Voxels with Position- and Angle-Dependent Weightings. - Lina Felsner; Tobias Würfl; Christopher Syben; Philipp Roser; Alexander Preuhs; Andreas Maier 001; Christian Riess (CoRR, 2020)

Multi-Modal Deep Guided Filtering for Comprehensible Medical Image Processing. - Bernhard Stimpel; Christopher Syben; Franziska Schirrmacher; Philip Hoelter; Arnd Dörfler; Andreas K. Maier (IEEE Trans. Medical Imaging, 2020)

Known Operator Learning Enables Constrained Projection Geometry Conversion: Parallel to Cone-Beam for Hybrid MR/X-Ray Imaging. - Christopher Syben; Bernhard Stimpel; Philipp Roser; Arnd Dörfler; Andreas K. Maier (IEEE Trans. Medical Imaging, 2020)

Abstract: Simultaneous Estimation of X-ray Back-scatter and Forward-scatter using Multi-task Learning. - Philipp Roser; Xia Zhong; Annette Birkhold; Alexander Preuhs; Christopher Syben; Elisabeth Hoppe; Norbert Strobel; Markus Kowarschik; Rebecca Fahrig; Andreas Maier 001 (Bildverarbeitung für die Medizin, 2021)

Age Estimation on Panoramic Dental X-ray Images using Deep Learning. - Sarah Wallraff; Sulaiman Vesal; Christopher Syben; Rainer Lutz 002; Andreas Maier 001 (Bildverarbeitung für die Medizin, 2021)

Is Medical Chest X-ray Data Anonymous? - Kai Packhäuser; Sebastian Gündel; Nicolas Münster; Christopher Syben; Vincent Christlein; Andreas Maier 001 (CoRR, 2021)

Cephalogram synthesis and landmark detection in dental cone-beam CT systems. - Yixing Huang; Fuxin Fan; Christopher Syben; Philipp Roser; Leonid Mill; Andreas Maier 001 (Medical Image Anal., 2021)

X-Ray Scatter Estimation Using Deep Splines. - Philipp Roser; Annette Birkhold; Alexander Preuhs; Christopher Syben; Lina Felsner; Elisabeth Hoppe; Norbert Strobel; Markus Kowarschik; Rebecca Fahrig; Andreas Maier 001 (IEEE Trans. Medical Imaging, 2021)

Abstract: Is Medical Chest X-ray Data Anonymous? - Deep Learning-based Patient Re-identification is Able to Exploit the Biometric Nature of Medical Chest X-ray Data. - Kai Packhäuser; Sebastian Gündel; Nicolas Münster; Christopher Syben; Vincent Christlein; Andreas K. Maier (Bildverarbeitung für die Medizin, 2023)

Optimizing CT Scan Geometries With and Without Gradients. - Mareike Thies; Fabian Wagner; Noah Maul; Laura Pfaff; Linda-Sophie Schneider; Christopher Syben; Andreas K. Maier (CoRR, 2023)

Geometric Constraints Enable Self-Supervised Sinogram Inpainting in Sparse-View Tomography. - Fabian Wagner; Mareike Thies; Noah Maul; Laura Pfaff; Oliver Aust; Sabrina Pechmann; Christopher Syben; Andreas K. Maier (CoRR, 2023)

Task-based Generation of Optimized Projection Sets using Differentiable Ranking. - Linda-Sophie Schneider; Mareike Thies; Christopher Syben; Richard Schielein; Mathias Unberath; Andreas K. Maier (CoRR, 2023)

Guidance to Noise Simulation in X-ray Imaging. - Dominik Eckert; Magdalena Herbst; Julia Wicklein; Christopher Syben; Ludwig Ritschl; Steffen Kappler; Sebastian Stober (Bildverarbeitung für die Medizin, 2024)

StyleX: A Trainable Metric for X-ray Style Distances. - Dominik Eckert; Christopher Syben; Christian Hümmer; Ludwig Ritschl; Steffen Kappler; Sebastian Stober (CoRR, 2024)

Data-driven Modeling in Metrology - A Short Introduction, Current Developments and Future Perspectives. - Linda-Sophie Schneider; Patrick Krauss; Nadine Schiering; Christopher Syben; Richard Schielein; Andreas Maier 001 (CoRR, 2024)

The Artificial Neural Twin - Process optimization and continual learning in distributed process chains. - Johannes Emmert; Ronald Mendez; Houman Mirzaalian Dastjerdi; Christopher Syben; Andreas K. Maier (Neural Networks, 2024)

An Interpretable X-Ray Style Transfer Via Trainable Local Laplacian Filter. - Dominik Eckert; Ludwig Ritschl; Christopher Syben; Christian Hümmer; Julia Wicklein; Marcel Beister; Steffen Kappler; Sebastian Stober (ISBI, 2025)