Area of research
Radiology, Nuclear Medicine and Imaging · Biomedical Engineering
Research interest
Research interests include Cardiac Imaging and Diagnostics, Advanced X-ray and CT Imaging, Advanced MRI Techniques and Applications, and Radiation Dose and Imaging.
Prediction of cognitive test scores: a comparison of brain structure, health, demographic, and cognitive data across adulthood
Accuracy of photon-counting detector CT-based iodine maps for myocardial late enhancement detection
Segmenting Whole-Body MRI and CT for Multiorgan Anatomic Structure Delineation
Performance of large language models for CAD-RADS 2.0 classification derived from cardiac CT reports
Safety and quality of life of PSMA-PET- and MRI-based focal dose escalated radiotherapy for intermediate- and high-risk prostate cancer: Primary endpoint analysis of the bi-centric phase II HypoFocal trial (ARO2020-01)
VIBESegmentator: full body MRI segmentation for the NAKO and UK Biobank
Synthetic hematocrit-based extracellular volume quantification from photon-counting CT: Validation against MRI and systematic bias correction
Associations of road traffic noise with adipose tissue depots and hepatic fat content – Results from the German National Cohort (NAKO)
Determinants of ascending aortic morphology: cross-sectional deep learning-based analysis on 25 073 non-contrast-enhanced NAKO MRI studies
Spectral ultrahigh-resolution photon-counting CT for coronary stent imaging: evaluation in a dynamic phantom
Cardiac Magnetic Resonance Imaging in the German National Cohort (NAKO): Automated Segmentation of Short-Axis Cine Images and Post-Processing Quality Control
Cardiac Magnetic Resonance Imaging in the German National Cohort: Automated Segmentation of Short-Axis Cine Images and Post-Processing Quality Control
Fully personalized contrast injection optimized for weight and tube voltage in low-dose high-pitch coronary CT angiography
Magnesium Depletion, Metabolic Impairment, and Cardiac Alterations: The NAKO-MRI Study With Mendelian Randomization
Refining visceral adipose tissue quantification: Influence of sex, age, and BMI on single slice estimation in 3D MRI of the German National Cohort
Radiomics workflow definition & challenges - German priority program 2177 consensus statement on clinically applied radiomics
Baseline MRI examination in the NAKO Health Study—findings on feasibility, participation and dropout rates, comfort, and image quality
Photon-Counting Detector CT: Advances and Clinical Applications in Cardiovascular Imaging
FHIR – Overdue Standard for Radiology Data Warehouses
Determinants of ascending aortic morphology: Cross-sectional deep learning-based analysis on 25,073 non-contrast-enhanced MRI of NAKO
Phantom-based radiomics feature test–retest stability analysis on photon-counting detector CT
Development of PSMA-PET-guided CT-based radiomic signature to predict biochemical recurrence after salvage radiotherapy
Photon-counting computed tomography of coronary and peripheral artery stents: a phantom study
Analysis of volume and topography of adipose tissue in the trunk: Results of MRI of 11,141 participants in the German National Cohort
Improved early outcome prediction by MRI-based 3D tumor volume assessment in patients with CNS lymphomas
Automated image quality assessment for selecting among multiple magnetic resonance image acquisitions in the German National Cohort study
Framework and baseline examination of the German National Cohort (NAKO)
Image Quality and Radiation Dose of Contrast-Enhanced Chest-CT Acquired on a Clinical Photon-Counting Detector CT vs. Second-Generation Dual-Source CT in an Oncologic Cohort: Preliminary Results
PSMA-PET- and MRI-Based Focal Dose Escalated Radiation Therapy of Primary Prostate Cancer: Planned Safety Analysis of a Nonrandomized 2-Armed Phase 2 Trial (ARO2020-01)
An uncertainty-aware, shareable, and transparent neural network architecture for brain-age modeling