Johannes B. Thalhammer

Doctoral Candidate  ·  Chair of Biomedical Physics, TU Munich & Klinikum Rechts der Isar

Hi, I am Johannes. I am a doctoral candidate at the Chair of Biomedical Physics at TU Munich and the Klinikum Rechts der Isar.

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Johannes B. Thalhammer

Research

First Author Publications

Neighbor2Inverse: Self-Supervised Denoising for Low-Dose ROI Phase Contrast CT

Johannes B. Thalhammer, Lorenzo D'Amico, Lucy Costello, Sebastian Peterhansl, Tina Dorosti, Florian Schaff, Jannis Ahlers, Ronan Smith, Marcus Kitchen, Franz Pfeiffer, Martin Donnelley, Daniela Pfeiffer, Kaye S. Morgan

Under submission

Demo Code

Improving Automated Hemorrhage Detection at Sparse-View CT via U-Net–Based Artifact Reduction

Johannes Thalhammer, Manuel Schultheiß, Tina Dorosti, Tobias Lasser, Franz Pfeiffer, Daniela Pfeiffer, Florian Schaff

Radiology: Artificial Intelligence

Paper Code

Ultra-Low-Dose CTPA Using Sparse Sampling CT Combined with the U-Net for Deep Learning-Based Artifact Reduction: An Exploratory Study

Andreas Philipp Sauter*, Johannes Thalhammer*, Felix Meurer, Tina Dorosti, Daniel Sasse, Jessica Ritter, Yannik Leonhardt, Franz Pfeiffer, Florian Schaff, Daniela Pfeiffer (*contributed equally)

Journal of Imaging Informatics in Medicine

Paper

Artifact Reduction in Undersampled 3D Cone-Beam CTs using a Hybrid 2D-3D CNN Framework

Johannes Thalhammer*, Tina Dorosti*, Sebastian Peterhansl, Daniela Pfeiffer, Franz Pfeiffer, Florian Schaff (*contributed equally)

arXiv Code