TY - CHAP A1 - Hariharan, Sai Gokul A1 - Kaethner, Christian A1 - Strobel, Norbert A1 - Kowarschik, Markus A1 - Albarqouni, Shadi A1 - Fahrig, Rebecca A1 - Navab, Nassir T1 - Learning-based X-ray image denoising utilizing model-based image simulations T2 - International Conference on Medical Image Computing and Computer-Assisted Intervention - MICCAI 2019, 22nd International Conference Shenzhen, China, October 13-17, 2019 Proceedings, Part VI Y1 - 2019 U6 - https://doi.org/10.1007/978-3-030-32226-7_61 SP - 549 EP - 557 PB - Springer International Publishing CY - Cham ER - TY - CHAP A1 - Hariharan, Sai Gokul A1 - Kaethner, Christian A1 - Strobel, Norbert A1 - Kowarschik, Markus A1 - DiNitto, Julie A1 - Fahrig, Rebecca A1 - Navab, Nassir T1 - Model-based motion artifact correction in digital subtraction angiography using optical-flow T2 - Bildverarbeitung für die Medizin 2019: Algorithmen - Systeme - Anwendungen. Proceedings des Workshops vom 17. bis 19. März 2019 in Lübeck Y1 - 2019 U6 - https://doi.org/10.1007/978-3-658-25326-4_31 SP - 146 EP - 151 PB - Springer Fachmedien CY - Wiesbaden ER - TY - CHAP A1 - Roser, Philipp A1 - Zhong, Xia A1 - Birkhold, Annette A1 - Preuhs, Alexander A1 - Syben, Christopher A1 - Hoppe, Elisabeth A1 - Strobel, Norbert A1 - Kowarschik, Markus A1 - Fahrig, Rebecca A1 - Maier, Andreas T1 - Simultaneous estimation of X-ray back-scatter and forward-scatter using multi-task learning T2 - Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd International Conference, Lima, Peru, October 4–8, 2020, Proceedings, Part II 23 Y1 - 2020 UR - https://link.springer.com/chapter/10.1007/978-3-030-59713-9_20 U6 - https://doi.org/10.1007/978-3-030-59713-9_20 SP - 199 EP - 208 PB - Springer International Publishing ER - TY - CHAP A1 - Zhong, Xia A1 - Roser, Philipp A1 - Bayer, Siming A1 - Ravikumar, Nishant A1 - Strobel, Norbert A1 - Birkhold, Annette A1 - Horz, Tim A1 - Kowarschik, Markus A1 - Fahrig, Rebecca A1 - Maier, Andreas T1 - Pediatric Patient Surface Model Atlas Generation and X-Ray Skin Dose Estimation T2 - Bildverarbeitung für die Medizin 2019: Algorithmen - Systeme - Anwendungen. Proceedings des Workshops vom 17. bis 19. März 2019 in Lübeck Y1 - 2019 U6 - https://doi.org/10.1007/978-3-658-25326-4_27 SP - 122 EP - 127 PB - Springer Fachmedien CY - Wiesbaden ER - TY - CHAP A1 - Roser, Philipp A1 - Birkhold, Annette A1 - Preuhs, Alexander A1 - Syben, Christopher A1 - Strobel, Norbert A1 - Kowarschik, Markus A1 - Fahrig, Rebecca A1 - Maier, Andreas T1 - Deep scatter splines: Learning-based medical X-ray scatter estimation using B-splines T2 - The 6th International Conference on Image Formation in X-Ray Computed Tompgraphy Y1 - 2020 UR - https://arxiv.org/pdf/2005.03470.pdf ER - TY - CHAP A1 - Shetty, Karthik A1 - Birkhold, Annette A1 - Strobel, Norbert A1 - Egger, Bernhard A1 - Jaganathan, Srikrishna A1 - Kowarschik, Markus A1 - Maier, Andreas T1 - Deep Learning Compatible Differentiable X-ray Projections for Inverse Rendering T2 - Bildverarbeitung für die Medizin 2021: Proceedings, German Workshop on Medical Image Computing, Regensburg, March 7-9 Y1 - 2021 UR - https://arxiv.org/pdf/2102.02912.pdf SP - 290 EP - 295 PB - Springer Fachmedien CY - Wiesbaden ER - TY - CHAP A1 - Shetty, Karthik A1 - Birkhold, Annette A1 - Jaganathan, Srikrishna A1 - Strobel, Norbert A1 - Kowarschik, Markus A1 - Maier, Andreas A1 - Egger, Bernhard T1 - PLIKS - A Pseudo-Linear Inverse Kinematic Solver for3D Human Body Estimation T2 - Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Y1 - 2023 UR - https://arxiv.org/pdf/2211.11734.pdf SP - 574 EP - 584 ER - TY - JOUR A1 - Hariharan, Sai Gokul A1 - Kaethner, Christian A1 - Strobel, Norbert A1 - Kowarschik, Markus A1 - Fahrig, Rebecca A1 - Navab, Nassir T1 - Robust learning-based x-ray image denoising—potential pitfalls, their analysis and solutions JF - Biomedical Physics & Engineering Express Y1 - 2022 U6 - https://doi.org/10.1088/2057-1976/ac3489 VL - 8 IS - 3 ER - TY - JOUR A1 - Maul, Noah A1 - Roser, Philipp A1 - Birkhold, Annette A1 - Kowarschik, Markus A1 - Zhong, Xia A1 - Strobel, Norbert A1 - Maier, Andreas T1 - Learning-based occupational x-ray scatter estimation JF - Physics in Medicine and Biology Y1 - 2022 U6 - https://doi.org/10.1088/1361-6560/ac58dc VL - 67 IS - 7 ER - TY - JOUR A1 - Zhong, Xia A1 - Amrehn, Mario A1 - Ravikumar, Nishant A1 - Chen, Shuqing A1 - Strobel, Norbert A1 - Birkhold, Annette A1 - Kowarschik, Markus A1 - Fahrig, Rebecca A1 - Maier, Andreas T1 - Deep action learning enables robust 3D segmentation of body organs in various CT and MRI images JF - Scientific Reports Y1 - 2021 U6 - https://doi.org/10.1038/s41598-021-82370-6 VL - 11 IS - 1 ER - TY - JOUR A1 - Roser, Philipp A1 - Birkhold, Annette A1 - Preuhs, Alexander A1 - Stimpel, Bernhard A1 - Syben, Christopher A1 - Strobel, Norbert A1 - Kowarschik, Markus A1 - Fahrig, Rebecca A1 - Maier, Andreas T1 - Fully-automatic CT data preparation for interventional X-ray skin dose simulation JF - Bildverarbeitung für die Medizin 2020: Algorithmen - Systeme - Anwendungen. Proceedings des Workshops vom 15. bis 17. März 2020 in Berlin Y1 - 2020 U6 - https://doi.org/10.1007/978-3-658-29267-6_26 SP - 125 EP - 130 PB - Springer Fachmedien CY - Wiesbaden ER - TY - JOUR A1 - Roser, Philipp A1 - Birkhold, Annette A1 - Preuhs, Alexander A1 - Ochs, Philipp A1 - Stepina, Elizaveta A1 - Strobel, Norbert A1 - Kowarschik, Markus A1 - Fahrig, Rebecca A1 - Maier, Andreas T1 - XDose: toward online cross-validation of experimental and computational X-ray dose estimation JF - International Journal of Computer Assisted Radiology and Surgery Y1 - 2020 U6 - https://doi.org/10.1007/s11548-020-02298-6 VL - 16 IS - 2 ER - TY - JOUR A1 - Roser, Philipp A1 - Birkhold, Annette A1 - Preuhs, Alexander A1 - Syben, Christopher A1 - Felsner, Lina A1 - Hoppe, Elisabeth A1 - Strobel, Norbert A1 - Kowarschik, Markus A1 - Fahrig, Rebecca A1 - Maier, Andreas T1 - X-ray Scatter Estimation Using Deep Splines JF - IEEE Transactions on Medical Imaging Y1 - 2021 UR - https://arxiv.org/pdf/2101.09177.pdf VL - 40 IS - 9 SP - 2272 EP - 2283 ER -