Bernhard Stimpel

2021

Journal Articles

• Hoppe E., Wetzl J., Yoon SS., Bacher M., Roser P., Stimpel B., Preuhs A., Maier A.:
  Deep learning-based ECG-free Cardiac Navigation for Multi-Dimensional and Motion-Resolved Continuous Magnetic Resonance Imaging
  In: IEEE Transactions on Medical Imaging (2021)
  ISSN: 0278-0062
  DOI: 10.1109/tmi.2021.3073091
  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

Conference Contributions

• Schirrmacher F., Lorch B., Stimpel B., Köhler T., Riess C.:
  SR²: Super-Resolution With Structure-Aware Reconstruction
  2020 IEEE International Conference on Image Processing (ICIP) (Online, October 25, 2020 - October 28, 2020)
  DOI: 10.1109/ICIP40778.2020.9191253
  URL: https://faui1-files.cs.fau.de/public/publications/mmsec/2020-Schirrmacher-SR2.pdf
  BibTeX: Download
• Hoppe E., Wetzl J., Yoon SS., Schneider M., Stimpel B., Preuhs A., Maier A.:
  DeepECG: Towards 3-D Continuous Cardiac MRI without ECG-Gating - Deep Learning based R-Wave Classification for Automated Cardiac Phase Binning
  International Society for Magnetic Resonance in Medicine (ISMRM) 28th Annual Meeting & Exhibition (Sydney, April 18, 2020 - April 23, 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
• 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
• 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

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
• Reymann M., Würfl T., Ritt P., Cachovan M., Stimpel B., Maier A.:
  Deep Image Denoising in SPECT
  Annual Congress of the European Association of Nuclear Medicine (Barcelona, October 12, 2019 - October 16, 2019)
  In: Springer-Verlag GmbH Germany, part of Springer Nature 2019 (ed.): European Journal of Nuclear Medicine and Molecular Imaging (2019) 46 (Suppl 1): S1–S952, 10.1007/s00259-019-04486-2, Berlin, Heidelberg: 2019
  DOI: 10.1007/s00259-019-04486-2
  URL: https://link.springer.com/article/10.1007/s00259-019-04486-2
  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
• Reymann M., Würfl T., Stimpel B., Ritt P., Cachovan M., Vija AH., Maier A.:
  U-Net for SPECT Image Denoising
  2019 IEEE Nuclear Science Symposium (NSS) and Medical Imaging Conference (MIC) (Manchester, October 26, 2019 - November 2, 2019)
  In: IEEE (ed.): 2019 IEEE Nuclear Science Symposium and Medical Imaging Conference Proceedings (NSS/MIC) 2019
  DOI: 10.1109/nss/mic42101.2019.9059879
  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

Journal Articles

• Stimpel B., Wetzl J., Forman C., Schmidt M., Maier A., Unberath M.:
  Automated Curved and Multiplanar Reformation for Screening of the Proximal Coronary Arteries in MR Angiography
  In: Journal of Imaging 4 (2018), p. 1-17
  ISSN: 2313-433X
  DOI: 10.3390/jimaging4110124
  URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Stimpel18-ACA.pdf
  BibTeX: Download

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
• 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
• 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

2017

Conference Contributions

• Stimpel B., Forman C., Wetzl J., Schmidt M., Maier A., Unberath M.:
  Automated Coronary Artery Ostia Detection in Magnetic Resonance Angiography
  25th Annual Meeting & Exhibition (Honolulu, HI, USA)
  In: Proceedings of the 25th Annual Meeting of the ISMRM 2017
  URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Stimpel17-ACA.pdf
  BibTeX: Download
• 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