Christopher Syben
Christopher Syben
Bestätigte E-Mail-Adresse bei fau.de
Titel
Zitiert von
Zitiert von
Jahr
A gentle introduction to deep learning in medical image processing
A Maier, C Syben, T Lasser, C Riess
Zeitschrift für Medizinische Physik 29 (2), 86-101, 2019
652019
Learning with known operators reduces maximum error bounds
AK Maier, C Syben, B Stimpel, T Würfl, M Hoffmann, F Schebesch, W Fu, ...
Nature machine intelligence 1 (8), 373-380, 2019
212019
Precision learning: towards use of known operators in neural networks
A Maier, F Schebesch, C Syben, T Würfl, S Steidl, JH Choi, R Fahrig
2018 24th International Conference on Pattern Recognition (ICPR), 183-188, 2018
212018
Precision learning: reconstruction filter kernel discretization
C Syben, B Stimpel, K Breininger, T Würfl, R Fahrig, A Dörfler, A Maier
arXiv preprint arXiv:1710.06287, 2017
102017
Deriving neural network architectures using precision learning: parallel-to-fan beam conversion
C Syben, B Stimpel, J Lommen, T Würfl, A Dörfler, A Maier
German Conference on Pattern Recognition, 503-517, 2018
92018
MR to X-ray projection image synthesis
B Stimpel, C Syben, T Würfl, K Mentl, A Dörfler, A Maier
arXiv preprint arXiv:1710.07498, 2017
92017
Detecting anatomical landmarks for motion estimation in weight-bearing imaging of knees
B Bier, K Aschoff, C Syben, M Unberath, M Levenston, G Gold, R Fahrig, ...
International Workshop on Machine Learning for Medical Image Reconstruction …, 2018
52018
Maximum likelihood estimation of head motion using epipolar consistency
A Preuhs, N Ravikumar, M Manhart, B Stimpel, E Hoppe, C Syben, ...
Bildverarbeitung für die Medizin 2019, 134-139, 2019
42019
Fan-beam projection image acquisition using MRI
C Syben, B Stimpel, M Leghissa, A Dörfler, A Maier
3rd Conference on Image-Guided Interventions & Fokus Neuroradiologie, 14-15, 2017
42017
PYRO‐NN: Python reconstruction operators in neural networks
C Syben, M Michen, B Stimpel, S Seitz, S Ploner, AK Maier
Medical physics 46 (11), 5110-5115, 2019
32019
MR-projection Imaging with Perspective Distortion as in X-ray Fluoroscopy for Interventional X/MR-hybrid Applications
JM Lommen, C Syben, B Stimpel, S Bayer, AM Nagel, R Fahrig, A Dörfler, ...
Proceedings of the 12th Interventional MRI Symposium 54, 2018
32018
RinQ Fingerprinting: Recurrence-Informed Quantile Networks for Magnetic Resonance Fingerprinting
E Hoppe, F Thamm, G Körzdörfer, C Syben, F Schirrmacher, M Nittka, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2019
22019
Projection image-to-image translation in hybrid X-ray/MR imaging
B Stimpel, C Syben, T Würfl, K Breininger, JM Lommen, A Dörfler, A Maier
Medical Imaging 2019: Image Processing 10949, 109492K, 2019
22019
Multi-Modal Super-Resolution with Deep Guided Filtering
B Stimpel, C Syben, F Schirrmacher, P Hoelter, A Dörfler, A Maier
Bildverarbeitung für die Medizin 2019, 110-115, 2019
22019
JOINT calibration and motion estimation in weight-bearing cone-beam CT of the knee joint using fiducial markers
C Syben, B Bier, M Berger, A Aichert, R Fahrig, G Gold, M Levenston, ...
2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017 …, 2017
22017
A deep learning approach for reconstruction filter kernel discretization
C Syben, B Stimpel, K Breininger, T Würfl, R Fahrig, A Dörfler, A Maier
arXiv preprint arXiv:1710.06287, 2017
22017
Fully-automatic CT data preparation for interventional X-ray skin dose simulation
P Roser, A Birkhold, A Preuhs, B Stimpel, C Syben, N Strobel, ...
Bildverarbeitung für die Medizin 2020, 125-130, 2020
12020
Image Quality Assessment for Rigid Motion Compensation
A Preuhs, M Manhart, P Roser, B Stimpel, C Syben, M Psychogios, ...
arXiv preprint arXiv:1910.04254, 2019
12019
User Loss A Forced-Choice-Inspired Approach to Train Neural Networks Directly by User Interaction
S Zarei, B Stimpel, C Syben, A Maier
Bildverarbeitung für die Medizin 2019, 92-97, 2019
12019
Towards in-vivo X-ray nanoscopy
L Mill, B Bier, C Syben, L Kling, A Klingberg, S Christiansen, G Schett, ...
Bildverarbeitung für die Medizin 2018, 115-120, 2018
12018
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