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2020 – today
- 2024
[i5]Stefan P. Hein, Manuel Schultheiss, Andrei Gafita, Raphael Zaum, Farid Yagubbayli, Robert Tauber, Isabel Rauscher, Matthias Eiber, Franz Pfeiffer, Wolfgang A. Weber:
Towards AI Lesion Tracking in PET/CT Imaging: A Siamese-based CNN Pipeline applied on PSMA PET/CT Scans. CoRR abs/2406.09327 (2024)- 2023
- [j1]Theodor Cheslerean-Boghiu
, Felix C. Hofmann, Manuel Schultheiß, Franz Pfeiffer, Daniela Pfeiffer, Tobias Lasser:
WNet: A Data-Driven Dual-Domain Denoising Model for Sparse-View Computed Tomography With a Trainable Reconstruction Layer. IEEE Trans. Computational Imaging 9: 120-132 (2023) - [i4]Tina Dorosti, Manuel Schultheiss, Felix C. Hofmann, Luisa Kirchner, Theresa Urban, Franz Pfeiffer, Johannes Thalhammer, Florian Schaff, Tobias Lasser, Daniela Pfeiffer:
Optimizing Convolutional Neural Networks for Chronic Obstructive Pulmonary Disease Detection in Clinical Computed Tomography Imaging. CoRR abs/2303.07189 (2023) - [i3]Johannes Thalhammer, Manuel Schultheiss, Tina Dorosti, Tobias Lasser, Franz Pfeiffer, Daniela Pfeiffer, Florian Schaff:
Improving Automated Hemorrhage Detection in Sparse-view Computed Tomography via Deep Convolutional Neural Network based Artifact Reduction. CoRR abs/2303.09340 (2023) - 2022
- [i2]Theodor Cheslerean-Boghiu, Felix C. Hofmann, Manuel Schultheiß, Franz Pfeiffer, Daniela Pfeiffer, Tobias Lasser:
WNet: A data-driven dual-domain denoising model for sparse-view computed tomography with a trainable reconstruction layer. CoRR abs/2207.00400 (2022) - 2021
- [i1]Manuel Schultheiss, Philipp Schmette, Thorsten Sellerer, Rafael Schick, Kirsten Alexandra Taphorn, Korbinian Mechlem, Lorenz Birnbacher, Bernhard Renger, Marcus R. Makowski, Franz Pfeiffer, Daniela Pfeiffer:
Per-Pixel Lung Thickness and Lung Capacity Estimation on Chest X-Rays using Convolutional Neural Networks. CoRR abs/2110.12509 (2021)
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