- 8Optimizing convolutional neural networks for Chronic Obstructive Pulmonary Disease detection in clinical computed tomography imaging. Computers in Biology and Medicine 185, 2025, 109533 mehr… BibTeX Volltext ( DOI )
- 7Ultra-Low-Dose CTPA Using Sparse Sampling CT Combined with the U-Net for Deep Learning-Based Artifact Reduction: An Exploratory Study. Journal of Imaging Informatics in Medicine, 2025 mehr… BibTeX Volltext ( DOI )
- 6Estimating Total Lung Volume from Pixel-Level Thickness Maps of Chest Radiographs Using Deep Learning. Radiology: Artificial Intelligence, 2025 mehr… BibTeX Volltext ( DOI )
- 5Streak artefact removal in x‐ray dark‐field computed tomography using a convolutional neural network. Medical Physics, 2024 mehr… BibTeX Volltext ( DOI )
- 4Feasibility of Dark-Field Radiography to Enhance Detection of Nondisplaced Fractures. Radiology 311 (2), 2024 mehr… BibTeX Volltext ( DOI )
- 3Improving Automated Hemorrhage Detection in Sparse-view CT via U-Net-based Artifact Reduction. Radiology: Artificial Intelligence, 2024 mehr… BibTeX Volltext ( DOI )
- 2Improving image quality of sparse-view lung tumor CT images with U-Net. European Radiology Experimental 8 (1), 2024 mehr… BibTeX Volltext ( DOI )
- 1Region-of-Interest Phase Contrast CT of Calf Lungs with varying exposure times. (anderer Eintrag) mehr… BibTeX Volltext ( DOI )
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- X-ray imaging
- Machine learning
- AI based artifact reduction in sparse-view CT
- AI based noise reduction in low dose CT
Fully3D 05.2025 Shanghai, China | "Improving Pulmonary Embolism Detection in Sparse-view CT with a Disease-specific Multiscale Perceptual Loss" | Poster Presentation |
Fully3D 05.2025 Shanghai, China | “Artifact Reduction in Undersampled 3D Cone-Beam CTs using a Hybrid 2D-3D CNN Framework” | Poster Presentation |
Seminar Series 03.2025 IMPACT Synergy Grant Melbourne, Australia | "Enhancing Diagnostic Performance in Sparse-View CT: The Impact of Deep learning-Based Artifact Reduction" | Oral Presentation |
CT Meeting 08.2024 Bamberg, DE | “Improving Automated Hemorrhage Detection in Sparse-view Computed Tomography via U-Net based Artifact Reduction” | Poster Presentation |
IMXP 06.2024 Garching, DE | "Improving Automated Hemorrhage Detection in Sparse-view Computed Tomography via U-Net based Artifact Reduction" | Poster Presentation |
ECR 03.2023 Vienna, Austria | "Improving Hemorrhage Detection in Sparse-view CTs via Deep Learning" | Oral presentation |