2025
Motion-Robust T2* Quantification from Gradient Echo MRI with Physics-Informed Deep Learning.
CoRR, February, 2025

2024
Multi-Image Visual Question Answering for Unsupervised Anomaly Detection.
CoRR, 2024

Data-Driven Tissue- and Subject-Specific Elastic Regularization for Medical Image Registration.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Language Models Meet Anomaly Detection for Better Interpretability and Generalizability.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024 Workshops, 2024

Graph Neural Networks: A Suitable Alternative to MLPs in Latent 3D Medical Image Classification?
Proceedings of the Graphs in Biomedical Image Analysis - 6th International Workshop, 2024

Progressive Growing of Patch Size: Resource-Efficient Curriculum Learning for Dense Prediction Tasks.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

2022
Learned Cone-Beam CT Reconstruction Using Neural Ordinary Differential Equations.
CoRR, 2022

2021
X-Ray Scatter Estimation Using Deep Splines.
IEEE Trans. Medical Imaging, 2021

Comparison of methods for sensitivity correction in Talbot-Lau computed tomography.
Int. J. Comput. Assist. Radiol. Surg., 2021

Learning the Inverse Weighted Radon Transform.
Proceedings of the Bildverarbeitung für die Medizin 2021, 2021

2D Respiration Navigation Framework for 3D Continuous Cardiac Magnetic Resonance Imaging.
Proceedings of the Bildverarbeitung für die Medizin 2021, 2021

2020
Truncation Correction for X-ray Phase-Contrast Region-of-Interest Tomography.
IEEE Trans. Computational Imaging, 2020

2-D Respiration Navigation Framework for 3-D Continuous Cardiac Magnetic Resonance Imaging.
CoRR, 2020

Reconstruction of Voxels with Position- and Angle-Dependent Weightings.
CoRR, 2020

2019
On the Characteristics of Helical 3D X-Ray Dark-Field Imaging.
Proceedings of the Bildverarbeitung für die Medizin 2019 - Algorithmen - Systeme, 2019

Abstract: Phase-Sensitive Region-of-Interest Computed Tomography.
Proceedings of the Bildverarbeitung für die Medizin 2019 - Algorithmen - Systeme, 2019

2018
X-ray Phase Contrast: Research on a Future Imaging Modality.
Proceedings of the Medical Imaging Systems - An Introductory Guide, 2018

A 3-D Projection Model for X-ray Dark-field Imaging.
CoRR, 2018

Phase-Sensitive Region-of-Interest Computed Tomography.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

2017
Epipolar Consistency Conditions for Motion Correction in Weight-Bearing Imaging.
Proceedings of the Bildverarbeitung für die Medizin 2017 - Algorithmen - Systeme, 2017