07
October
Friday
Inverse Problems and Applications (IPA)
In general, inverse problems are concerned with (1) reconstructing signals from observations and/or (2) controlling systems to a desired effect. Inverse problems occur in a variety of domains and applications, ranging from tomographic reconstruction to particle physics to machine learning. The IPA group is dedicated to identifying and solving such inverse problems with a strong focus on radiological applications:
• Tomographic reconstruction for different modalities under non-optimal conditions
• Rigid and non-rigid motion estimation and correction
• Image quality
• Blood flow analysis
• Ionizing radiation dose estimation and optimization
• Tomographic reconstruction for different modalities under non-optimal conditions
• Rigid and non-rigid motion estimation and correction
• Image quality
• Blood flow analysis
• Ionizing radiation dose estimation and optimization
The goal of this project is the investigation of multimodal methods for the evaluation of interventional workflows in the operation room. This topic will be researched in an international project context with partners in Germany and in Brazil (UNISINOS in Porto Alegre). Methods will be developed to analyze the processes in an OR based on signals from body-worn sensors, cameras and other modalities like X-ray images recorded during the surgeries. For data analysis, techniques from the field of…
Fabian Wagner, M. Sc.
- Phone number: +49 9131 85 25247
- Email: fabian.wagner@fau.de
- Website: https://lme.tf.fau.de/person/wagner/
Fuxin Fan, M. Sc.
- Phone number: +49 9131 85 27894
- Email: fuxin.fan@fau.de
- Website: https://lme.tf.fau.de/person/fan/
Manuela Meier, M. Sc.
- Phone number: +49 9131 85 27891
- Email: manuela.meier@fau.de
- Website: https://lme.tf.fau.de/person/meier/
Mareike Thies, M. Sc.
- Phone number: +49 9131 85 25247
- Email: mareike.thies@fau.de
- Website: https://lme.tf.fau.de/person/thies/
Merlin Nau, M. Sc.
- Phone number: +49 9131 85 28982
- Email: merlin.nau@fau.de
- Website: https://lme.tf.fau.de/person/nau/
Noah Maul, M. Sc.
- Phone number: +49 9131 85 25246
- Email: noah.maul@fau.de
- Website: https://lme.tf.fau.de/person/maul/
Timo Klemm, M. Sc.
- Phone number: +49 9131 85 27874
- Email: timo.klemm@fau.de
- Website: https://lme.tf.fau.de/person/klemm/
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Viewpoint Planning for Quantitative Coronary Angiography
CARS (Berlin)
In: Computer Assisted Radiology and Surgery Proceedings of the 32nd International Congress and Exhibition, Berlin: 2018
DOI: 10.1007/s11548-018-1766-y
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Preuhs18-VPF.pdf
BibTeX: Download - , , , , , :
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 - , , :
Fast Epipolar Consistency without the Need for Pseudo Matrix Inverses
CT-Meeting (Salt Lake City, USA)
In: Proceedings of the Fifth International Conference on Image Formation in X-Ray Computed Tomography 2018
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Preuhs18-FEC.pdf
BibTeX: Download - , , , , , :
Double Your Views: Exploiting Symmetry in Transmission Imaging
Medical Image Computing and Computer Assisted Intervention (Granada, Spain)
In: Medical Image Computing and Computer Assisted Intervention 2018
URL: https://arxiv.org/pdf/1803.10650.pdf
BibTeX: Download - , , , , , , , :
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
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Contact
Mareike Thies, M. Sc.
Researcher
Martensstr. 3
91058 Erlangen
91058 Erlangen
- Phone number: +49 9131 85 25247
- Email: mareike.thies@fau.de
- Website: https://lme.tf.fau.de/person/thies/