Christopher Syben



Organisation


Lehrstuhl für Biochemie
Lehrstuhl für Informatik 5 (Mustererkennung)


Publications (Download BibTeX)

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Maier, A., Syben, C., Lasser, T., & Riess, C. (2019). A gentle introduction to deep learning in medical image processing [Eine sanfte Einführung in Tiefes Lernen in der Medizinischen Bildverarbeitung]. Zeitschrift für Medizinische Physik, 29(2), 86-101. https://dx.doi.org/10.1016/j.zemedi.2018.12.003
Syben, C., Stimpel, B., Lommen, J., Würfl, T., Dörfler, A., & Maier, A. (2019). Fan-to-Parallel Beam Conversion: Deriving Neural Network Architectures Using Precision Learning. In Thomas M. Deserno, Andreas Maier, Christoph Palm, Heinz Handels, Klaus H. Maier-Hein, Thomas Tolxdorff (Eds.), Informatik aktuell (pp. 29-). Lübeck, DE: Springer Berlin Heidelberg.
Preuhs, A., Ravikumar, N., Manhart, M., Stimpel, B., Hoppe, E., Syben, C.,... Maier, A. (2019). Maximum Likelihood Estimation of Head Motion Using Epipolar Consistency. In Thomas M. Deserno, Andreas Maier, Christoph Palm, Heinz Handels, Klaus H. Maier-Hein, Thomas Tolxdorff (Eds.), Informatik aktuell (pp. 134-139). Lübeck, DE: Springer Berlin Heidelberg.
Stimpel, B., Syben, C., Schirrmacher, F., Hoelter, P., Dörfler, A., & Maier, A. (2019). Multi-Modal Super-Resolution with Deep Guided Filtering. In Thomas M. Deserno, Andreas Maier, Christoph Palm, Heinz Handels, Klaus H. Maier-Hein, Thomas Tolxdorff (Eds.), Informatik aktuell (pp. 110-115). Lübeck, DE: Springer Berlin Heidelberg.
Stimpel, B., Syben, C., Würfl, T., Breininger, K., Lommen, J., Dörfler, A., & Maier, A. (2019). Projection image-to-image translation in hybrid x-ray/MR imaging. In Bennett A. Landman, Elsa D. Angelini, Elsa D. Angelini, Elsa D. Angelini (Eds.), Progress in Biomedical Optics and Imaging - Proceedings of SPIE. San Diego, CA, US: SPIE.
Zarei, S., Stimpel, B., Syben, C., & Maier, A. (2019). User Loss A Forced-Choice-Inspired Approach to Train Neural Networks Directly by User Interaction. In Thomas M. Deserno, Andreas Maier, Christoph Palm, Heinz Handels, Klaus H. Maier-Hein, Thomas Tolxdorff (Eds.), Informatik aktuell (pp. 92-97). Lübeck, DE: Springer Berlin Heidelberg.
Maier, A., Syben, C., Lasser, T., & Riess, C. (2018). A Gentle Introduction to Deep Learning in Medical Image Processing.
Bier, B., Aschoff, K., Syben, C., Unberath, M., Levenston, M., Gold, G.,... Maier, A. (2018). Detecting Anatomical Landmarks for Motion Estimation in Weight-Bearing Imaging of Knees. In MACHINE LEARNING FOR MEDICAL IMAGE RECONSTRUCTION, MLMIR 2018 (pp. 83-90). Granada, ES: CHAM: SPRINGER INTERNATIONAL PUBLISHING AG.
Stimpel, B., Syben, C., Würfl, T., Mentl, K., Dörfler, A., & Maier, A. (2018). MR to X-ray Projection Image Synthesis. In Proceedings of the 5th International Conference on Image Formation in X-ray Computed Tomography (CT-Meeting) (pp. 435-438). Salt Lake City, UT, USA.
Luckner, C., Schebesch, F., Syben, C., Mertelmeier, T., Maier, A., & Ritschl, L. (2018). On the Influence of Acquisition Angle and Slice Thickness on the in-plane Spatial Resolution of Calcifications in Digital Breast Tomosynthesis. In Proceedings of the Fifth International Conference on Image Formation in X-Ray Computed Tomography (pp. 147-150). Salt Lake City, USA.

Last updated on 2019-23-01 at 18:52