| 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 | 180 | 2019 |
| 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 | 70 | 2019 |
| 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 | 37 | 2019 |
| 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 | 28 | 2017 |
| 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 | 24 | 2019 |
| 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 | 21 | 2019 |
| 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 | 18 | 2017 |
| 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 | 17 | 2019 |
| 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 | 16 | 2022 |
| 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 | 13 | 2020 |
| 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 | 13 | 2019 |
| 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 | 12 | 2019 |
| 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 | 12 | 2017 |
| 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 | 10 | 2020 |
| 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 | 9 | 2021 |
| 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 | 9 | 2019 |
| 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 | 9 | 2019 |
| 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 | 9 | 2018 |
| Deriving Neural Network Architectures using Precision Learning: Parallel-to-fan beam Conversion. GCPR 2018 C Syben, B Stimpel, J Lommen, T Würfl, A Dörfler, A Maier | 9 | 1807 |
| 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 | 8 | 2018 |
