Dr. Peter R. Seevinck Profile

Dr. Peter R. Seevinck

at Univ Medical Ctr Utrecht

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Author

Publications (3)

Proceedings Article | 15 March 2019 Presentation + Paper

CT synthesis from MR images for orthopedic applications in the lower arm using a conditional generative adversarial network

F. Zijlstra, K. Willemsen, M. Florkow, R. J. Sakkers, H. Weinans, B. C. van der Wal, M. van Stralen, P. Seevinck

Proceedings Volume 10949, 109491J (2019) https://doi.org/10.1117/12.2512857

KEYWORDS: Bone, Computed tomography, Magnetic resonance imaging, Image segmentation, In vivo imaging, Tissues, Image registration, Convolution, 3D printing, Medical image processing, Medical imaging, Convolutional neural networks, Orthopedic imaging, Realistic image synthesis

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Proceedings Article | 15 March 2019 Paper

The impact of MRI-CT registration errors on deep learning-based synthetic CT generation

Mateusz Florkow, Frank Zijlstra, Linda G. Kerkmeijer, Matteo Maspero, Cornelis A. van den Berg, Marijn van Stralen, Peter Seevinck

Proceedings Volume 10949, 1094938 (2019) https://doi.org/10.1117/12.2512747

KEYWORDS: Bone, Image registration, Computed tomography, Magnetic resonance imaging, Data modeling, Medical imaging, Radiotherapy

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Proceedings Article | 2 March 2018 Presentation + Paper

Contextual loss functions for optimization of convolutional neural networks generating pseudo CTs from MRI

M. van Stralen, Y. Zhou, P. Wozny, P. Seevinck, M. Loog

Proceedings Volume 10574, 105741N (2018) https://doi.org/10.1117/12.2293749

KEYWORDS: Magnetic resonance imaging, Computed tomography, Convolutional neural networks, Image quality, Bone, Network architectures, 3D image processing, 3D acquisition, Medical imaging

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