Philipp Roser
Dr.-Ing. Philipp Roser
Researcher
Martensstr. 3
91058 Erlangen
Department of Computer Science
Chair of Computer Science 5 (Pattern Recognition)
Martensstr. 3
91058 Erlangen
- Phone number: +49 9131 85-27874
- Fax number: +49 9131 85-27270
- Email: philipp.roser@fau.de
- Website: https://lme.tf.fau.de/person/roser/
Academic CV
- 06/2018 – 12/2020:
Doctoral candidate, Pattern Recognition Lab, FAU - 09/2015 – 09/2018:
M. Sc. Medical Engineering, Major “Medical Image and Data Processing”, FAU - 04/2011 – 09/2015:
B. Sc. Medical Engineering, FAU
Publications
2022
Journal Articles
- Maul N., Roser P., Birkhold A., Kowarschik M., Zhong X., Strobel N., Maier A.:
Learning-based occupational x-ray scatter estimation
In: Physics in Medicine and Biology 67 (2022)
ISSN: 0031-9155
DOI: 10.1088/1361-6560/ac58dc
BibTeX: Download
2021
Journal Articles
- Huang Y., Fan F., Syben-Leisner C., Roser P., Mill L., Maier A.:
Cephalogram Synthesis and Landmark Detection in Dental Cone-Beam CT Systems
In: Medical Image Analysis 70 (2021), Article No.: ARTN 102028
ISSN: 1361-8415
DOI: 10.1016/j.media.2021.102028
URL: https://www.sciencedirect.com/science/article/abs/pii/S1361841521000748
BibTeX: Download - Felsner L., Roser P., Maier A., Riess C.:
Comparison of methods for sensitivity correction in Talbot–Lau computed tomography
In: International Journal of Computer Assisted Radiology and Surgery (2021)
ISSN: 1861-6410
DOI: 10.1007/s11548-021-02487-x
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 - Roser P., Felsner L., Maier A., Riess C.:
Learning the Inverse Weighted Radon Transform
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_14
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 - 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 - 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 - 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., 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
2019
Journal Articles
- Roser P., Zhong X., Birkhold A., Strobel N., Kowarschik M., Fahrig R., Maier A.:
Physics-driven learning of x-ray skin dose distribution in interventional procedures
In: Medical Physics 46 (2019), p. 4654-4665
ISSN: 0094-2405
DOI: 10.1002/mp.13758
BibTeX: Download - Roser P., Birkhold A., Zhong X., Ochs P., Stepina E., Kowarschik M., Fahrig R., Maier A.:
Pitfalls in interventional X-ray organ dose assessment—combined experimental and computational phantom study: application to prostatic artery embolization
In: International Journal of Computer Assisted Radiology and Surgery (2019)
ISSN: 1861-6410
DOI: 10.1007/s11548-019-02037-6
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 - Zhong X., Roser P., Bayer S., Ravikumar N., Strobel N., Birkhold A., Horz T., Kowarschik M., Fahrig R., Maier A.:
Pediatric Patient Surface Model Atlas Generation and X-Ray Skin Dose Estimation
Bildverarbeitung für die Medizin (Lübeck, March 17, 2019 - March 19, 2019)
In: BVM 2019
DOI: 10.1007/978-3-658-25326-4_27
BibTeX: Download - Roser P., Birkhold A., Zhong X., Stepina E., Kowarschik M., Fahrig R., Maier A.:
Effects of Tissue Material Properties on X-Ray Image, Scatter and Patient Dose A Monte Carlo Simulation
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_60
BibTeX: Download