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Bernhard Stimpel
Bernhard Stimpel
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Learning with known operators reduces maximum error bounds
AK Maier, C Syben, B Stimpel, T Würfl, M Hoffmann, F Schebesch, W Fu, ...
Nature machine intelligence 1 (8), 373-380, 2019
1772019
PYRO‐NN: Python reconstruction operators in neural networks
C Syben, M Michen, B Stimpel, S Seitz, S Ploner, AK Maier
Medical physics 46 (11), 5110-5115, 2019
682019
Multi-Modal Deep Guided Filtering for Comprehensible Medical Image Processing
B Stimpel, C Syben, F Schirrmacher, P Hoelter, A Dörfler, A Maier
IEEE transactions on medical imaging, 2019
362019
Precision learning: reconstruction filter kernel discretization
C Syben, B Stimpel, K Breininger, T Würfl, R Fahrig, A Dörfler, A Maier
arXiv preprint arXiv:1710.06287, 2017
282017
Deriving neural network architectures using precision learning: Parallel-to-fan beam conversion
C Syben, B Stimpel, J Lommen, T Würfl, A Dörfler, A Maier
Pattern Recognition: 40th German Conference, GCPR 2018, Stuttgart, Germany …, 2019
242019
U-Net for SPECT image denoising
MP Reymann, T Würfl, P Ritt, B Stimpel, M Cachovan, AH Vija, A Maier
2019 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC …, 2019
212019
MR to X-ray projection image synthesis
B Stimpel, C Syben, T Würfl, K Mentl, A Dörfler, A Maier
arXiv preprint arXiv:1710.07498, 2017
182017
Maximum likelihood estimation of head motion using epipolar consistency
A Preuhs, N Ravikumar, M Manhart, B Stimpel, E Hoppe, C Syben, ...
Bildverarbeitung für die Medizin 2019: Algorithmen–Systeme–Anwendungen …, 2019
172019
A comparative study between vision transformers and cnns in digital pathology
L Deininger, B Stimpel, A Yuce, S Abbasi-Sureshjani, S Schönenberger, ...
arXiv preprint arXiv:2206.00389, 2022
142022
Known operator learning enables constrained projection geometry conversion: Parallel to cone-beam for hybrid MR/X-ray imaging
C Syben, B Stimpel, P Roser, A Dörfler, A Maier
IEEE Transactions on Medical Imaging 39 (11), 3488-3498, 2020
132020
Multi-modal super-resolution with deep guided filtering
B Stimpel, C Syben, F Schirrmacher, P Hoelter, A Dörfler, A Maier
Bildverarbeitung für die Medizin 2019: Algorithmen–Systeme–Anwendungen …, 2019
132019
Automatic Thrombus Detection in Non-enhanced Computed Tomography Images in Patients With Acute Ischemic Stroke.
P Löber, B Stimpel, C Syben, AK Maier, H Ditt, P Schramm, B Raczkowski, ...
VCBM, 125-129, 2017
132017
projection-to-projection translation for Hybrid X-ray and Magnetic Resonance imaging
B Stimpel, C Syben, T Würfl, K Breininger, P Hoelter, A Dörfler, A Maier
Scientific Reports 9 (1), 18814, 2019
122019
Deep autofocus with cone-beam CT consistency constraint
A Preuhs, M Manhart, P Roser, B Stimpel, C Syben, M Psychogios, ...
Bildverarbeitung für die Medizin 2020: Algorithmen–Systeme–Anwendungen …, 2020
112020
Image quality assessment for rigid motion compensation
A Preuhs, M Manhart, P Roser, B Stimpel, C Syben, M Psychogios, ...
arXiv preprint arXiv:1910.04254, 2019
92019
Projection image-to-image translation in hybrid X-ray/MR imaging
B Stimpel, C Syben, T Würfl, K Breininger, JM Lommen, A Dörfler, A Maier
Medical Imaging 2019: Image Processing 10949, 650-655, 2019
92019
Automated curved and multiplanar reformation for screening of the proximal coronary arteries in MR angiography
B Stimpel, J Wetzl, C Forman, M Schmidt, A Maier, M Unberath
Journal of Imaging 4 (11), 124, 2018
92018
Deep learning-based ECG-free cardiac navigation for multi-dimensional and motion-resolved continuous magnetic resonance imaging
E Hoppe, J Wetzl, SS Yoon, M Bacher, P Roser, B Stimpel, A Preuhs, ...
IEEE Transactions on Medical Imaging 40 (8), 2105-2117, 2021
82021
MR-projection imaging with perspective distortion as in X-ray fluoroscopy for interventional X/MR-hybrid applications
JM Lommen, C Syben, B Stimpel, S Bayer, AM Nagel, R Fahrig, A Dörfler, ...
Proceedings of the 12th Interventional MRI Symposium 54, 2018
82018
SR2: Super-Resolution With Structure-Aware Reconstruction
F Schirrmacher, B Lorch, B Stimpel, T Köhler, C Riess
2020 IEEE International Conference on Image Processing (ICIP), 533-537, 2020
72020
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Artiklar 1–20