Christopher Syben

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