Bernhard Stimpel

28 papers B 2Journal 17Unranked 8

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