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Dr. Stephan Dwars
at Siemens Healthineers AG
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Publications (3)
SPIE Journal Paper | 17 December 2024 Open Access
Digital breast tomosynthesis system concept addressing the needs in breast cancer screening and diagnosis
Marcus Radicke, Marcel Beister, Stephan Dwars, Joerg Freudenberger, Pilar B. Garcia-Allende, Bernhard Geiger, Katrin Hall, WenMan He, Axel Hebecker, Carina Heimann, Daan Hellingman, Magdalena Herbst, Mathias Hoernig, Thomas Klinnert, Ferdinand Lueck, Ralf Nanke, Ludwig Ritschl, Stefan Schaffert, Sabine Schneider, Daniel Stein, Julia Wicklein, Steffen Kappler
JMI, Vol. 12, Issue S1, S13010, (December 2024) https://doi.org/10.1117/12.10.1117/1.JMI.12.S1.S13010
KEYWORDS: Digital breast tomosynthesis, Breast, X-rays, Imaging systems, Breast cancer, Sensors, Tissues, Tomosynthesis, Reconstruction algorithms, X-ray technology
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Proceedings Article | 1 April 2024 Poster + Paper
Noise gate: a physics-driven control method for deep learning denoising in x-ray imaging
Proceedings Volume 12925, 129253X (2024) https://doi.org/10.1117/12.3006446
KEYWORDS: Denoising, X-ray imaging, Deep learning, X-rays, Tunable filters
SPIE Journal Paper | 7 December 2023
Deep learning based tomosynthesis denoising: a bias investigation across different breast types
JMI, Vol. 10, Issue 06, 064003, (December 2023) https://doi.org/10.1117/12.10.1117/1.JMI.10.6.064003
KEYWORDS: Denoising, Breast, Education and training, Digital breast tomosynthesis, Tomosynthesis, Computer simulations, Deep learning, X-rays, Breast density, Photons
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