Dr. Daniel Bystrov Profile

Dr. Daniel Bystrov

at Philips Research

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Publications (7)

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

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Proceedings Article | 10 March 2020 Paper

Robust chest x-ray quality assessment using convolutional neural networks and atlas regularization

Jens von Berg, Sven Krönke, André Gooßen, Daniel Bystrov, Matthias Brück, Tim Harder, Nataly Wieberneit, Stewart Young

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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Proceedings Article | 21 March 2016 Paper

Precise anatomy localization in CT data by an improved probabilistic tissue type atlas

Astrid Franz, Nicole Schadewaldt, Heinrich Schulz, Torbjørn Vik, Martin Bergtholdt, Daniel Bystrov

Proceedings Volume 9784, 978444 (2016) https://doi.org/10.1117/12.2209036

KEYWORDS: Tissues, Computed tomography, Image registration, Image segmentation, Probability theory, Image analysis, Eye, Lung, Liver, Head, Bone, Kidney

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Proceedings Article | 20 March 2015 Paper

Annotation-free probabilistic atlas learning for robust anatomy detection in CT images

Astrid Franz, Nicole Schadewaldt, Heinrich Schulz, Torbjørn Vik, Lisa Kausch, Jan Modersitzki, Rafael Wiemker, Daniel Bystrov

Proceedings Volume 9413, 941338 (2015) https://doi.org/10.1117/12.2082030

KEYWORDS: Tissues, Image registration, Computed tomography, Lung, Image segmentation, Kidney, Image processing, Heart, Liver, Spleen

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Proceedings Article | 11 March 2008 Paper

Automatic knee cartilage delineation using inheritable segmentation

Sebastian P. Dries, Vladimir Pekar, Daniel Bystrov, Harald Heese, Thomas Blaffert, Clemens Bos, Arianne M. van Muiswinkel

Proceedings Volume 6914, 691439 (2008) https://doi.org/10.1117/12.769189

KEYWORDS: Cartilage, Image segmentation, Bone, 3D modeling, Data modeling, Magnetic resonance imaging, Image processing, 3D image processing, Error analysis, Medical research

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Proceedings Article | 22 March 2007 Paper

Automated planning of MRI scans of knee joints

Daniel Bystrov, Vladimir Pekar, Stewart Young, Sebastian Dries, Harald Heese, Arianne van Muiswinkel

Proceedings Volume 6509, 65092Z (2007) https://doi.org/10.1117/12.709255

KEYWORDS: Magnetic resonance imaging, 3D modeling, Image segmentation, Diagnostics, Bone, Image quality, Statistical modeling, Medical imaging, 3D image processing, Optical inspection

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Proceedings Article | 10 March 2006 Paper

Automated planning of MRI neuro scans

Stewart Young, Daniel Bystrov, Thomas Netsch, Rene Bergmans, Arianne van Muiswinkel, Fredy Visser, Rudolf Sprigorum, Jürgen Gieseke

Proceedings Volume 6144, 61441M (2006) https://doi.org/10.1117/12.652160

KEYWORDS: Data modeling, Magnetic resonance imaging, Brain, 3D modeling, Scanners, Neuroimaging, Diagnostics, Process modeling, Head, Image acquisition

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Showing 5 of 7 publications

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