Christopher Syben
Dr. Christopher Syben, M. Sc.
Researcher
Martensstr. 3
91058 Erlangen
Department of Computer Science
Chair of Computer Science 5 (Pattern Recognition)
Martensstr. 3
91058 Erlangen
- Phone number: +49 9131 85-27874
- Fax number: +49 9131 85-27270
- Email: christopher.syben@fau.de
- Website: https://lme.tf.fau.de/person/syben/
Academic CV
Projects
No projects found.
Publications
2023
Conference Contributions
- Packhäuser K., Gündel S., Münster N., Syben C., Christlein V., Maier A.:
Abstract: Is Medical Chest X-ray Data Anonymous?
German Workshop on Medical Image Computing (Braunschweig, July 2, 2023 - July 4, 2023)
In: Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus Maier-Hein, Christoph Palm, Thomas Tolxdorff (ed.): Informatik aktuell 2023
DOI: 10.1007/978-3-658-41657-7_44
BibTeX: Download - Thies M., Wagner F., Maul N., Pfaff L., Schneider LS., Syben C., Maier A.:
Optimizing CT Scan Geometries With and Without Gradients
17th International Meeting on Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine (Fully3D) (Stony Brook University, New York, July 16, 2023 - July 21, 2023)
Open Access: https://arxiv.org/abs/2302.06251
BibTeX: Download
2022
Journal Articles
- Packhäuser K., Gündel S., Münster N., Syben C., Christlein V., Maier A.:
Deep learning-based patient re-identification is able to exploit the biometric nature of medical chest X-ray data
In: Scientific Reports 12 (2022), Article No.: 14851
ISSN: 2045-2322
DOI: 10.1038/s41598-022-19045-3
BibTeX: Download
2021
Journal Articles
- Huang Y., Fan F., Syben-Leisner C., Roser P., Mill L., Maier A.:
Cephalogram Synthesis and Landmark Detection in Dental Cone-Beam CT Systems
In: Medical Image Analysis 70 (2021), Article No.: ARTN 102028
ISSN: 1361-8415
DOI: 10.1016/j.media.2021.102028
URL: https://www.sciencedirect.com/science/article/abs/pii/S1361841521000748
BibTeX: Download - Roser P., Birkhold A., Preuhs A., Syben-Leisner C., Felsner L., Hoppe E., Strobel N., Kowarschik M., Fahrig R., Maier A.:
X-ray Scatter Estimation Using Deep Splines
In: IEEE Transactions on Medical Imaging (2021)
ISSN: 0278-0062
DOI: 10.1109/TMI.2021.3074712
BibTeX: Download
Conference Contributions
- Roser P., Zhong X., Birkhold A., Preuhs A., Syben-Leisner C., Hoppe E., Strobel N., Kowarschik M., Fahrig R., Maier A.:
Abstract: Simultaneous Estimation of X-ray Back-scatter and Forward-scatter using Multi-task Learning
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_62
BibTeX: Download - Wallraff S., Vesal S., Syben-Leisner C., Lutz R., Maier A.:
Age Estimation on Panoramic Dental X-ray Images using Deep Learning
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_46
BibTeX: Download - Felsner L., Syben-Leisner C., Maier A., Riess C.:
Helical Dark-field Fiber Reconstruction
International Meeting on Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine (Fully3D)
BibTeX: Download
Thesis
- Syben C.:
Known Operator Learning for a Hybrid Magnetic Resonance/X-ray Imaging Acquisition Scheme (Dissertation, 2021)
URL: https://opus4.kobv.de/opus4-fau/frontdoor/index/index/docId/16830
BibTeX: Download
2020
Journal Articles
- Syben-Leisner C., Stimpel B., Roser P., Dörfler A., Maier A.:
Known Operator Learning enables Constrained Projection Geometry Conversion: Parallel to Cone-beam for Hybrid MR/X-ray Imaging
In: IEEE Transactions on Medical Imaging (2020), p. 1-1
ISSN: 0278-0062
DOI: 10.1109/TMI.2020.2998179
BibTeX: Download
Book Contributions
- Roser P., Zhong X., Birkhold A., Preuhs A., Syben-Leisner C., Hoppe E., Strobel N., Kowarschik M., Fahrig R., Maier A.:
Simultaneous Estimation of X-Ray Back-Scatter and Forward-Scatter Using Multi-task Learning
In: Anne L. Marte, lPurang Abolmaesumi, Danail Stoyanov, Diana Mateus, Maria A. Zuluaga, S. Kevin Zhou, Daniel Racoceanu, Leo Joskowicz (ed.): Medical Image Computing and Computer Assisted Intervention – MICCAI 2020, 2020, p. 199-208
ISBN: 9783030597122
DOI: 10.1007/978-3-030-59713-9_20
BibTeX: Download - Maier J., Rivera Monroy L., Syben-Leisner C., Jeon Y., Choi JH., Hall M., Levenston M., Gold G., Fahrig R., Maier A.:
Multi-Channel Volumetric Neural Network for Knee Cartilage Segmentation in Cone-Beam CT
In: Thomas Tolxdorff, Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus H. Maier-Hein, Christoph Palm (ed.): Bildverarbeitung für die Medizin 2020, Wiesbaden: Springer Vieweg, 2020, p. 67-72 (Informatik aktuell)
ISBN: 9783658292669
DOI: 10.1007/978-3-658-29267-6_14
BibTeX: Download
Conference Contributions
- Felsner L., Würfl T., Syben-Leisner C., Roser P., Preuhs A., Maier A., Riess C.:
Reconstruction of Voxels with Position- and Angle-Dependent Weightings
The 6th International Conference on Image Formation in X-Ray Computed Tomography (Online meeting, August 3, 2020 - August 7, 2020)
BibTeX: Download - Preuhs A., Manhart M., Roser P., Stimpel B., Syben-Leisner C., Psychogios M., Kowarschik M., Maier A.:
Deep autofocus with cone-beam CT consistency constraint
Bildverarbeitung für die Medizin (Berlin, March 15, 2020 - March 17, 2020)
DOI: 10.1007/978-3-658-29267-6_34
URL: https://arxiv.org/pdf/1911.13162.pdf
BibTeX: Download - Hoppe E., Thamm F., Koerzdoerfer G., Syben-Leisner C., Nittka M., Pfeuffer J., Meyer H., Maier A.:
RinQ Fingerprinting: Recurrence-Informed Quantile Networks for Magnetic Resonance Fingerprinting
Bilderverarbeitung für die Medizin Algorithmen - Systeme - Anwendungen (Berlin, March 15, 2020 - March 17, 2020)
DOI: 10.1007/978-3-030-32248-9_11
BibTeX: Download - Roser P., Birkhold A., Preuhs A., Syben-Leisner C., Strobel N., Kowarschik M., Fahrig R., Maier A.:
Deep Scatter Splines: Learning-Based Medical X-ray Scatter Estimation Using B-splines
The 6th International Conference on Image Formation in X-Ray Computed Tomography (CT-Meeting) (Regensburg (virtuell), August 3, 2020 - August 7, 2020)
Open Access: https://www.ct-meeting.org/data/ProceedingsCTMeeting2020.pdf
BibTeX: Download - Roser P., Birkhold A., Preuhs A., Stimpel B., Syben C., Strobel N., Kowarschik M., Fahrig R., Maier A.:
Fully-automatic CT data preparation for interventional X-ray skin dose simulation
Bildverarbeitung für die Medizin: Algorithmen - Systeme - Anwendungen (Berlin, March 15, 2020 - March 17, 2020)
In: Informatik Aktuell Bildverarbeitung für die Medizin 2020 Algorithmen - Systeme - Anwendungen 2020
DOI: 10.1007/978-3-658-29267-6_26
BibTeX: Download
2019
Journal Articles
- Stimpel B., Syben-Leisner C., Würfl T., Breininger K., Hölter P., Dörfler A., Maier A.:
Projection-to-Projection Translation for Hybrid X-ray and Magnetic Resonance Imaging
In: Scientific Reports 9 (2019), Article No.: 18814
ISSN: 2045-2322
DOI: 10.1038/s41598-019-55108-8
BibTeX: Download - Syben-Leisner C., Michen M., Stimpel B., Seitz S., Ploner S., Maier A.:
Technical Note: PYRO-NN: Python reconstruction operators in neural networks
In: Medical Physics 46 (2019), p. 5110-5115
ISSN: 0094-2405
DOI: 10.1002/mp.13753
URL: https://aapm.onlinelibrary.wiley.com/doi/abs/10.1002/mp.13753
BibTeX: Download - Maier A., Syben-Leisner C., Stimpel B., Würfl T., Hoffmann M., Schebesch F., Fu W., Mill L., Kling L., Christiansen SH.:
Learning with Known Operators reduces Maximum Training Error Bounds.
In: Nature Machine Intelligence 1 (2019), p. 373-380
ISSN: 2522-5839
DOI: 10.1038/s42256-019-0077-5
BibTeX: Download - Maier A., Syben-Leisner C., Lasser T., Riess C.:
A gentle introduction to deep learning in medical image processing [Eine sanfte Einführung in Tiefes Lernen in der Medizinischen Bildverarbeitung]
In: Zeitschrift für Medizinische Physik 29 (2019), p. 86-101
ISSN: 0939-3889
DOI: 10.1016/j.zemedi.2018.12.003
BibTeX: Download - Stimpel B., Syben-Leisner C., Schirrmacher F., Hölter P., Dörfler A., Maier A.:
Multi-Modal Deep Guided Filtering for Comprehensible Medical Image Processing Supplementary Material
In: IEEE Transactions on Medical Imaging (2019)
ISSN: 0278-0062
DOI: 10.1109/TMI.2019.2955184
BibTeX: Download
Book Contributions
- Hoppe E., Thamm F., Körzdörfer G., Syben-Leisner C., Schirrmacher F., Nittka M., Pfeuffer J., Meyer H., Maier A.:
Magnetic Resonance Fingerprinting Reconstruction Using Recurrent Neural Networks
In: Rainer Röhrig, Harald Binder, Hans-Ulrich Prokosch, Ulrich Sax, Irene Schmidtmann, Susanne Stolpe, Antonia Zapf (ed.): German Medical Data Sciences: Shaping Change – Creative Solutions for Innovative Medicine, IOS Press, 2019, p. 126-133 (Studies in Health Technology and Informatics, Vol.267)
DOI: 10.3233/SHTI190816
BibTeX: Download
Conference Contributions
- Preuhs A., Manhart M., Roser P., Stimpel B., Syben-Leisner C., Psychogios M., Kowarschik M., Maier A.:
Image Quality Assessment for Rigid Motion Compensation
MedNeurips (Vancouver, Canada, December 8, 2019 - December 14, 2019)
Open Access: https://arxiv.org/abs/1910.04254
URL: https://arxiv.org/abs/1910.04254
BibTeX: Download - Hoppe E., Thamm F., Körzdörfer G., Syben-Leisner C., Schirrmacher F., Nittka M., Pfeuffer J., Meyer H., Maier A.:
RinQ Fingerprinting: Recurrence-Informed Quantile Networks for Magnetic Resonance Fingerprinting
Medical Image Computing and Computer Assisted Intervention (Shenzhen, October 13, 2019 - October 17, 2019)
In: Proceedings of MICCAI 2019, Cham: 2019
DOI: 10.1007/978-3-030-32248-9_11
BibTeX: Download - Syben-Leisner C., Stimpel B., Lommen J., Würfl T., Dörfler A., Maier A.:
Deriving Neural Network Architectures Using Precision Learning: Parallel-to-Fan Beam Conversion
40th German Conference on Pattern Recognition, GCPR 2018 (Stuttgart)
DOI: 10.1007/978-3-030-12939-2_35
BibTeX: Download - Syben-Leisner C., Stimpel B., Lommen J., Würfl T., Dörfler A., Maier A.:
Fan-to-Parallel Beam Conversion: Deriving Neural Network Architectures Using Precision Learning
Workshop on Bildverarbeitung fur die Medizin, 2019 (Lübeck, March 17, 2019 - March 19, 2019)
In: Thomas M. Deserno, Andreas Maier, Christoph Palm, Heinz Handels, Klaus H. Maier-Hein, Thomas Tolxdorff (ed.): Informatik aktuell 2019
DOI: 10.1007/978-3-658-25326-4_9
BibTeX: Download - Preuhs A., Ravikumar N., Manhart M., Stimpel B., Hoppe E., Syben-Leisner C., Kowarschik M., Maier A.:
Maximum Likelihood Estimation of Head Motion Using Epipolar Consistency
Workshop on Bildverarbeitung fur die Medizin, 2019 (Lübeck, March 17, 2019 - March 19, 2019)
In: Thomas M. Deserno, Andreas Maier, Christoph Palm, Heinz Handels, Klaus H. Maier-Hein, Thomas Tolxdorff (ed.): Informatik aktuell 2019
DOI: 10.1007/978-3-658-25326-4_29
BibTeX: Download - Stimpel B., Syben-Leisner C., Schirrmacher F., Dörfler A., Maier A., Hölter P.:
Multi-Modal Super-Resolution with Deep Guided Filtering
Workshop on Bildverarbeitung fur die Medizin, 2019 (Lübeck, March 17, 2019 - March 19, 2019)
In: Thomas M. Deserno, Andreas Maier, Christoph Palm, Heinz Handels, Klaus H. Maier-Hein, Thomas Tolxdorff (ed.): Informatik aktuell 2019
DOI: 10.1007/978-3-658-25326-4_25
BibTeX: Download - Stimpel B., Syben-Leisner C., Würfl T., Breininger K., Lommen J., Dörfler A., Maier A.:
Projection image-to-image translation in hybrid x-ray/MR imaging
Medical Imaging 2019: Image Processing (San Diego, CA, February 19, 2019 - February 21, 2019)
In: Bennett A. Landman, Elsa D. Angelini, Elsa D. Angelini, Elsa D. Angelini (ed.): Progress in Biomedical Optics and Imaging - Proceedings of SPIE 2019
DOI: 10.1117/12.2512195
BibTeX: Download - Zarei S., Stimpel B., Syben-Leisner C., Maier A.:
User Loss A Forced-Choice-Inspired Approach to Train Neural Networks Directly by User Interaction
Workshop on Bildverarbeitung fur die Medizin, 2019 (Lübeck, March 17, 2019 - March 19, 2019)
In: Thomas M. Deserno, Andreas Maier, Christoph Palm, Heinz Handels, Klaus H. Maier-Hein, Thomas Tolxdorff (ed.): Informatik aktuell 2019
DOI: 10.1007/978-3-658-25326-4_22
BibTeX: Download
2018
Conference Contributions
- Lommen J., Syben-Leisner C., Stimpel B., Bayer S., Nagel AM., Fahrig R., Dörfler A., Maier A.:
MR-projection imaging with perspective distortion as in X-ray fluoroscopy for interventional X/MR-hybrid applications
12 th Interventional MRI Symposium Proceedings (12 th Interventional MRI Symposium) (Boston, USA, October 5, 2018 - October 6, 2018)
In: MR-projection imaging with perspective distortion as in X-ray fluoroscopy for interventional X/MR-hybrid applications 2018
URL: http://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Lommen18-MIW.pdf
BibTeX: Download - Bier B., Aschoff K., Syben-Leisner C., Unberath M., Levenston M., Gold G., Fahrig R., Maier A.:
Detecting Anatomical Landmarks for Motion Estimation in Weight-Bearing Imaging of Knees
1st Workshop on Machine Learning for Medical Image Reconstruction (MLMIR) held as part of the 21st Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) (Granada, September 16, 2018)
In: MACHINE LEARNING FOR MEDICAL IMAGE RECONSTRUCTION, MLMIR 2018, CHAM: 2018
DOI: 10.1007/978-3-030-00129-2_10
BibTeX: Download - Stimpel B., Syben-Leisner C., Würfl T., Mentl K., Dörfler A., Maier A.:
MR to X-ray Projection Image Synthesis
The 5th International Conference on Image Formation in X-ray Computed Tomography (CT-Meeting) (Salt Lake City, UT, USA)
In: Proceedings of the 5th International Conference on Image Formation in X-ray Computed Tomography (CT-Meeting) 2018
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Stimpel18-MTX.pdf
BibTeX: Download - Luckner C., Schebesch F., Syben-Leisner C., Mertelmeier T., Maier A., Ritschl L.:
On the Influence of Acquisition Angle and Slice Thickness on the in-plane Spatial Resolution of Calcifications in Digital Breast Tomosynthesis
CT-Meeting (Salt Lake City, USA)
In: Proceedings of the Fifth International Conference on Image Formation in X-Ray Computed Tomography 2018
BibTeX: Download - Syben-Leisner C., Stimpel B., Breininger K., Würfl T., Fahrig R., Dörfler A., Maier A.:
Precision Learning: Reconstruction Filter Kernel Discretization
5th International Conference on Image Formation in X-ray Computed Tomography (Salt Lake City, Utha, USA)
In: Proceedings of the 5th International Conference on Image Formation in X-ray Computed Tomography 2018
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Syben18-PLR.pdf
BibTeX: Download - Maier A., Schebesch F., Syben-Leisner C., Würfl T., Steidl S., Choi JH., Fahrig R.:
Precision Learning: Towards Use of Known Operators in Neural Networks
24rd International Conference on Pattern Recognition (ICPR) (Beijing, China)
In: 2018 24rd International Conference on Pattern Recognition (ICPR) 2018
DOI: 10.1109/icpr.2018.8545553
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Maier18-PLT.pdf
BibTeX: Download - Mill L., Bier B., Syben-Leisner C., Kling L., Grüneboom A., Christiansen S., Schett G., Maier A.:
Towards in-vivo X-ray nanoscopy: The effect of motion on image quality
Workshop on Bildverarbeitung fur die Medizin, 2018 (Erlangen, March 11, 2018 - March 13, 2018)
In: Thomas M. Deserno, Andreas Maier, Christoph Palm, Heinz Handels, Klaus H. Maier-Hein, Thomas Tolxdorff (ed.): Informatik aktuell 2018
DOI: 10.1007/978-3-662-56537-7_40
URL: https://link.springer.com/chapter/10.1007/978-3-662-56537-7_40
BibTeX: Download
Miscellaneous
- Maier A., Syben-Leisner C., Lasser T., Riess C.:
A Gentle Introduction to Deep Learning in Medical Image Processing
(2018), Article No.: arXiv:1810.05401
DOI: 10.1016/j.zemedi.2018.12.003
URL: https://arxiv.org/pdf/1810.05401
BibTeX: Download
(Techreport)
2017
Conference Contributions
- Löber P., Stimpel B., Syben-Leisner C., Maier A., Ditt H., Schramm P., Raczkowski B., Kemmling A.:
Automatic thrombus detection in non-enhanced computed tomography images in patients with acute ischemic stroke
Eurographics Workshop on Visual Computing for Biology and Medicine (2017) (Bremen, Deutschland)
In: Eurographics Proceedings 2017 2017
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Loeber17-ATD.pdf
BibTeX: Download - Syben-Leisner C., Stimpel B., Leghissa M., Dörfler A., Maier A.:
Fan-beam Projection Image Acquisition using MRI
3rd Conference on Image-Guided Interventions & Fokus Neuroradiologie (Magdeburg)
In: 3rd Conference on Image-Guided Interventions & Fokus Neuroradiologie 2017
BibTeX: Download - Syben-Leisner C., Bier B., Berger M., Aichert A., Fahrig R., Gold G., Levenston M., Maier A.:
Joint Calibration and Motion Estimation in Weight-Bearing Cone-Beam CT of the Knee Joint using Fiducial Markers
2017 IEEE International Symposium on Biomedical Imaging (Melbourne, April 18, 2017 - April 21, 2017)
In: Proceedings of the 2017 IEEE International Symposium on Biomedical Imaging: From Nano to Macro 2017
DOI: 10.1109/ISBI.2017.7950568
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Syben17-JCA.pdf
BibTeX: Download - Syben-Leisner C., Bier B., Berger M., Aichert A., Fahrig R., Gold G., Levenston M., Maier A.:
Self-Calibration and Simultaneous Motion Estimation for C-arm CT using Fiducial Markers
Bildverarbeitung für die Medizin (Heidelberg, March 12, 2017 - March 14, 2017)
In: Bildverarbeitung für die Medizin 2017: Algorithmen - Systeme - Anwendungen., Springer: 2017
DOI: 10.1007/978-3-662-54345-0
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Syben17-SAS.pdf
BibTeX: Download
Lectures
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