Bernhard Stimpel

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 27

Top Topics

Computed Tomography

Top Venues

Bildverarbeitung für die Medizin

IEEE Trans. Medical Imaging

Publications

Luca Deininger, Bernhard Stimpel, Anil Yüce, Samaneh Abbasi-Sureshjani, Simon Schönenberger, Paolo Ocampo, Konstanty Korski, Fabien Gaire
A comparative study between vision transformers and CNNs in digital pathology. CoRR (2022)
Elisabeth Hoppe, Jens Wetzl, Seung Su Yoon, Mario Bacher, Philipp Roser, Bernhard Stimpel, Alexander Preuhs, Andreas Maier
Deep Learning-Based ECG-Free Cardiac Navigation for Multi-Dimensional and Motion-Resolved Continuous Magnetic Resonance Imaging. IEEE Trans. Medical Imaging 40 (8) (2021)
Christopher Syben, Bernhard Stimpel, Philipp Roser, Arnd Dörfler, Andreas K. Maier
Known Operator Learning Enables Constrained Projection Geometry Conversion: Parallel to Cone-Beam for Hybrid MR/X-Ray Imaging. IEEE Trans. Medical Imaging 39 (11) (2020)
Alexander Preuhs, Michael Manhart, Philipp Roser, Bernhard Stimpel, Christopher Syben, Marios Psychogios, Markus Kowarschik, Andreas K. Maier
Deep Autofocus with Cone-Beam CT Consistency Constraint. Bildverarbeitung für die Medizin (2020)
Franziska Schirrmacher, Benedikt Lorch, Bernhard Stimpel, Thomas Köhler, Christian Riess
: Super-Resolution With Structure-Aware Reconstruction. ICIP (2020)
Philipp Roser, Annette Birkhold, Alexander Preuhs, Bernhard Stimpel, Christopher Syben, Norbert Strobel, Markus Kowarschik, Rebecca Fahrig, Andreas K. Maier
Fully-Automatic CT Data Preparation for Interventional X-Ray Skin Dose Simulation. Bildverarbeitung für die Medizin (2020)
Bernhard Stimpel, Christopher Syben, Franziska Schirrmacher, Philip Hoelter, Arnd Dörfler, Andreas K. Maier
Multi-Modal Deep Guided Filtering for Comprehensible Medical Image Processing. IEEE Trans. Medical Imaging 39 (5) (2020)
Bernhard Stimpel, Christopher Syben, Tobias Würfl, Katharina Breininger, Jonathan M. Lommen, Arnd Dörfler, Andreas K. Maier
Projection image-to-image translation in hybrid x-ray/MR imaging. Medical Imaging: Image Processing (2019)
Alexander Preuhs, Nishant Ravikumar, Michael Manhart, Bernhard Stimpel, Elisabeth Hoppe, Christopher Syben, Markus Kowarschik, Andreas K. Maier
Maximum Likelihood Estimation of Head Motion Using Epipolar Consistency. Bildverarbeitung für die Medizin (2019)
Christopher Syben, Markus Michen, Bernhard Stimpel, Stephan Seitz, Stefan B. Ploner, Andreas K. Maier
PYRO-NN: Python Reconstruction Operators in Neural Networks. CoRR (2019)
Andreas K. Maier, Christopher Syben, Bernhard Stimpel, Tobias Würfl, Mathis Hoffmann, Frank Schebesch, Weilin Fu, Leonid Mill, Lasse Kling, Silke H. Christiansen
Learning with Known Operators reduces Maximum Training Error Bounds. CoRR (2019)
Andreas K. Maier, Christopher Syben, Bernhard Stimpel, Tobias Würfl, Mathis Hoffmann, Frank Schebesch, Weilin Fu, Leonid Mill, Lasse Kling, Silke H. Christiansen
Learning with known operators reduces maximum error bounds. Nat. Mach. Intell. 1 (8) (2019)
Alexander Preuhs, Michael Manhart, Philipp Roser, Bernhard Stimpel, Christopher Syben, Marios Psychogios, Markus Kowarschik, Andreas K. Maier
Image Quality Assessment for Rigid Motion Compensation. CoRR (2019)
Alexander Preuhs, Michael Manhart, Philipp Roser, Bernhard Stimpel, Christopher Syben, Marios Psychogios, Markus Kowarschik, Andreas Maier
Deep autofocus with cone-beam CT consistency constraint. CoRR (2019)
Shahab Zarei, Bernhard Stimpel, Christopher Syben, Andreas K. Maier
User Loss A Forced-Choice-Inspired Approach to Train Neural Networks Directly by User Interaction. Bildverarbeitung für die Medizin (2019)
Bernhard Stimpel, Christopher Syben, Tobias Würfl, Katharina Breininger, Philip Hoelter, Arnd Dörfler, Andreas K. Maier
Projection-to-Projection Translation for Hybrid X-ray and Magnetic Resonance Imaging. CoRR (2019)
Christopher Syben, Bernhard Stimpel, Jonathan Lommen, Tobias Würfl, Arnd Dörfler, Andreas K. Maier
Abstract: Fan-to-Parallel Beam Conversion - Deriving Neural Network Architectures Using Precision Learning. Bildverarbeitung für die Medizin (2019)
Bernhard Stimpel, Christopher Syben, Franziska Schirrmacher, Philip Hoelter, Arnd Dörfler, Andreas K. Maier
Multi-Modal Super-Resolution with Deep Guided Filtering. Bildverarbeitung für die Medizin (2019)
Bernhard Stimpel, Christopher Syben, Franziska Schirrmacher, Philip Hoelter, Arnd Dörfler, Andreas K. Maier
Multi-modal Deep Guided Filtering for Comprehensible Medical Image Processing. CoRR (2019)
Bernhard Stimpel, Christopher Syben, Tobias Würfl, Katharina Breininger, Katrin Mentl, Jonathan Lommen, Arnd Dörfler, Andreas K. Maier
Projection image-to-image translation in hybrid X-ray/MR imaging. CoRR (2018)
Bernhard Stimpel, Jens Wetzl, Christoph Forman, Michaela Schmidt, Andreas K. Maier, Mathias Unberath
Automated Curved and Multiplanar Reformation for Screening of the Proximal Coronary Arteries in MR Angiography. J. Imaging 4 (11) (2018)
Christopher Syben, Bernhard Stimpel, Jonathan Lommen, Tobias Würfl, Arnd Dörfler, Andreas Maier
Deriving Neural Network Architectures Using Precision Learning: Parallel-to-Fan Beam Conversion. GCPR (2018)
Shahab Zarei, Bernhard Stimpel, Christopher Syben, Andreas K. Maier
User Loss - A Forced-Choice-Inspired Approach to Train Neural Networks directly by User Interaction. CoRR (2018)
Christopher Syben, Bernhard Stimpel, Jonathan Lommen, Tobias Würfl, Arnd Dörfler, Andreas K. Maier
Deriving Neural Network Architectures using Precision Learning: Parallel-to-fan beam Conversion. CoRR (2018)
Bernhard Stimpel, Christopher Syben, Tobias Würfl, Katrin Mentl, Arnd Dörfler, Andreas K. Maier
MR to X-Ray Projection Image Synthesis. CoRR (2017)
Patrick Löber, Bernhard Stimpel, Christopher Syben, Andreas K. Maier, Hendrik Ditt, Peter Schramm, Boy Raczkowski, André Kemmling
Automatic Thrombus Detection in Non-enhanced Computed Tomography Images in Patients With Acute Ischemic Stroke. VCBM (2017)
Christopher Syben, Bernhard Stimpel, Katharina Breininger, Tobias Würfl, Rebecca Fahrig, Arnd Dörfler, Andreas K. Maier
A Deep Learning Approach for Reconstruction Filter Kernel Discretization. CoRR (2017)