Alexander Preuhs

2021

Journal Articles

• Huang Y., Preuhs A., Manhart M., Lauritsch G., Maier A.:
  Data Extrapolation from Learned Prior Images for Truncation Correction in Computed Tomography
  In: IEEE Transactions on Medical Imaging (2021), Article No.: 9400411
  ISSN: 0278-0062
  DOI: 10.1109/TMI.2021.3072568
  URL: https://ieeexplore.ieee.org/document/9400411
  BibTeX: Download
• 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
• 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

• Hoppe E., Wetzl J., Roser P., Felsner L., Preuhs A., Maier A.:
  2D Respiration Navigation Framework for 3D Continuous Cardiac Magnetic Resonance Imaging
  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_38
  BibTeX: Download
• 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

2020

Journal Articles

• Preuhs A., Manhart M., Roser P., Hoppe E., Huang Y., Psychogios M., Kowarschik M., Maier A.:
  Appearance Learning for Image-based Motion Estimation in Tomography
  In: IEEE Transactions on Medical Imaging (2020)
  ISSN: 0278-0062
  DOI: 10.1109/TMI.2020.3002695
  BibTeX: Download
• Roser P., Birkhold A., Preuhs A., Ochs P., Stepina E., Strobel N., Kowarschik M., Fahrig R., Maier A.:
  XDose: toward online cross-validation of experimental and computational X-ray dose estimation
  In: International Journal of Computer Assisted Radiology and Surgery (2020)
  ISSN: 1861-6410
  DOI: 10.1007/s11548-020-02298-6
  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

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
• 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
• Huang Y., Gao L., Preuhs A., Maier A.:
  Field of View Extension in Computed Tomography Using Deep Learning Prior
  Bildverarbeitung für die Medizin (Berlin, March 15, 2020 - March 17, 2020)
  In: Andreas Maier, Klaus Hermann Maier-Hein, Thomas Martin Deserno, Heinz Handels, Thomas Tolxdorff (ed.): Bildverarbeitung für die Medizin: Algorithmen – Systeme – Anwendungen 2020
  DOI: 10.1007/978-3-658-29267-6_40
  URL: https://arxiv.org/abs/1911.01178
  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
• Roser P., Birkhold A., Preuhs A., Kowarschik M., Fahrig R., Maier A.:
  Tenfold your photons: A physically-sound approach to filtering-based variance reduction of monte-carlo-simulated dose distributions
  International workshop on Algorithmen - Systeme - Anwendungen, 2020 (Berlin, March 15, 2020 - March 17, 2020)
  In: Thomas Tolxdorff, Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus H. Maier-Hein, Christoph Palm (ed.): Informatik aktuell 2020
  DOI: 10.1007/978-3-658-29267-6_24
  BibTeX: Download

Thesis

• Preuhs A.:
  Model-Based and Data-Driven Geometry Alignment for Angiography Systems (Dissertation, 2020)
  URL: https://opus4.kobv.de/opus4-fau/frontdoor/index/index/docId/15429
  BibTeX: Download

2019

Journal Articles

• Preuhs A., Maier A., Manhart M., Kowarschik M., Hoppe E., Fotouhi J., Navab N., Unberath M.:
  Symmetry prior for epipolar consistency
  In: International Journal of Computer Assisted Radiology and Surgery (2019)
  ISSN: 1861-6410
  DOI: 10.1007/s11548-019-02027-8
  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
• Huang Y., Preuhs A., Lauritsch G., Manhart M., Huang X., Maier A.:
  Data Consistent Artifact Reduction for Limited Angle Tomography with Deep Learning Prior
  MICCAI MLMIR (Shenzhen, China, October 17, 2019 - October 17, 2019)
  In: Knoll, Florian and Maier, Andreas and Rueckert, Daniel and Ye, Jong Chul (ed.): Machine Learning for Medical Image Reconstruction, Cham: 2019
  DOI: 10.1007/978-3-030-33843-5_10
  URL: https://link.springer.com/chapter/10.1007/978-3-030-33843-5_10
  BibTeX: Download
• Preuhs A., Manhart M., Hoppe E., Kowarschik M., Maier A.:
  Motion Gradients for Epipolar Consistency
  15th International Meeting on Fully Three-Dimensional Image Reconstruction (Philadelphia, PA, June 2, 2019 - June 6, 2019)
  DOI: 10.1117/12.2532319
  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

2018

Journal Articles

• Preuhs A., Berger M., Bauer S., Redel T., Unberath M., Achenbach S., Maier A.:
  Viewpoint Planning for Quantitative Coronary Angiography (IJCARS)
  In: International Journal of Computer Assisted Radiology and Surgery 13 (2018), p. 1159-1167
  ISSN: 1861-6410
  DOI: 10.1007/s11548-018-1763-1
  URL: http://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Preuhs18-VPF1.pdf
  BibTeX: Download

Conference Contributions

• Preuhs A., Maier A., Manhart M., Fotouhi J., Navab N., Unberath M.:
  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
• Preuhs A., Manhart M., Maier A.:
  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
• Preuhs A., Berger M., Bauer S., Redel T., Unberath M., Achenbach S., Maier A.:
  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

2015

Conference Contributions

• Preuhs A., Berger M., Xia Y., Maier A., Hornegger J., Fahrig R.:
  Over-Exposure Correction in CT Using Optimization-Based Multiple Cylinder Fitting
  Bildverarbeitung für die Medizin 2015 (Lübeck)
  In: Bildverarbeitung für die Medizin 2015 2015
  URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2015/Preuhs15-OCI.pdf
  BibTeX: Download