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Dr. Matthias Brück
at Philips Research
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Author
Publications (3)
Proceedings Article | 3 April 2023 Presentation + Paper
Estimation of the ankle-joint space visibility in x-ray images using convolutional neural networks
Proceedings Volume 12464, 1246409 (2023) https://doi.org/10.1117/12.2651757
KEYWORDS: Visibility, X-rays, Education and training, Image quality, X-ray imaging, X-ray detectors, Convolutional neural networks, Diagnostics, Design and modelling, Radiography, Beam guidance systems
Proceedings Article | 4 April 2022 Presentation + Paper
CNN-based pose estimation for assessing quality of ankle-joint X-ray images
Sven Krönke, Jens von Berg, Matthias Brueck, Daniel Bystrov, André Gooßen, Tim Harder, Bernd Lundt, Jan Marek May, Nataly Wieberneit, Tobias Wissel, Omar Hertgers, Hildo Lamb, Stewart Young
Proceedings Volume 12032, 120321A (2022) https://doi.org/10.1117/12.2611734
KEYWORDS: X-rays, X-ray imaging, 3D modeling, Bone, Error analysis, Image segmentation, Data modeling, Image quality, Machine learning, Artificial neural networks, Convolutional neural networks, Image registration
Proceedings Article | 10 March 2020 Paper
Robust chest x-ray quality assessment using convolutional neural networks and atlas regularization
Proceedings Volume 11313, 113131L (2020) https://doi.org/10.1117/12.2549541
KEYWORDS: Lung, Image quality, Collimation, Chest imaging, Image processing, Image segmentation, Convolutional neural networks, Radiology, Image quality standards, Digital x-ray imaging
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