- 5Optimizing convolutional neural networks for Chronic Obstructive Pulmonary Disease detection in clinical computed tomography imaging. Computers in Biology and Medicine 185, 2025, 109533 more… BibTeX Full text ( DOI )
- 4Streak artefact removal in x‐ray dark‐field computed tomography using a convolutional neural network. Medical Physics, 2024 more… BibTeX Full text ( DOI )
- 3Feasibility of Dark-Field Radiography to Enhance Detection of Nondisplaced Fractures. Radiology 311 (2), 2024 more… BibTeX Full text ( DOI )
- 2Improving Automated Hemorrhage Detection in Sparse-view CT via U-Net-based Artifact Reduction. Radiology: Artificial Intelligence, 2024 more… BibTeX Full text ( DOI )
- 1Improving image quality of sparse-view lung tumor CT images with U-Net. European Radiology Experimental 8 (1), 2024 more… BibTeX Full text ( DOI )
M.Sc. Johannes Thalhammer
- Tel.: +49 (89) 289 - 10843
- johannes.thalhammer@tum.de
- X-ray imaging
- Machine learning
- AI based artifact reduction in sparse-view CT
- AI based noise reduction in low dose CT
| 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 |
| 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 |