Florian Schaff

According to our database, Florian Schaff authored at least 10 papers between 2016 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Neighbor2Inverse: Self-Supervised Denoising for Low-Dose Region-of-Interest Phase Contrast CT.

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

CoRR, May, 2026

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

CoRR, February, 2026

Uncertainty-Guided Generation of Dark-Field Radiographs.

Lina Felsner, Henriette Bast, Tina Dorosti, Florian Schaff, Franz Pfeiffer, Daniela Pfeiffer, Julia A. Schnabel

Proceedings of the 23rd IEEE International Symposium on Biomedical Imaging, 2026

2025

Beam Geometry and Input Dimensionality: Impact on Sparse-Sampling Artifact Correction for Clinical CT with U-Nets.

Tina Dorosti, Johannes Thalhammer, Sebastian Peterhansl, Daniela Pfeiffer, Franz Pfeiffer, Florian Schaff

CoRR, August, 2025

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

J. Imaging Inform. Medicine, 2025

Optimizing convolutional neural networks for Chronic Obstructive Pulmonary Disease detection in clinical computed tomography imaging.

Tina Dorosti, Manuel Schultheiss, Felix C. Hofmann, Johannes Thalhammer, Luisa Kirchner, Theresa Urban, Franz Pfeiffer, Florian Schaff, Tobias Lasser, Daniela Pfeiffer

Comput. Biol. Medicine, 2025

2023

Improving Automated Hemorrhage Detection in Sparse-view Computed Tomography via Deep Convolutional Neural Network based Artifact Reduction.

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

CoRR, 2023

2022

Full Field X-Ray Scatter Tomography.

Gary Ruben, Isaac Pinar, Jeremy M. C. Brown, Florian Schaff, James A. Pollock, Kelly J. Crossley, Anton Maksimenko, Chris Hall, Daniel Hausermann, Kentaro Uesugi, Marcus J. Kitchen

IEEE Trans. Medical Imaging, 2022

2020

Material Decomposition Using Spectral Propagation-Based Phase-Contrast X-Ray Imaging.

Florian Schaff, Kaye S. Morgan, James A. Pollock, Linda C. P. Croton, Stuart B. Hooper, Marcus J. Kitchen

IEEE Trans. Medical Imaging, 2020

2016

Component-based TV regularization for X-ray tensor tomography.

Saeed Seyyedi, Matthias Wieczorek, Yash Sharma, Florian Schaff, Christoph Jud, Franz Pfeiffer, Tobias Lasser

Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016