| Coronary artery plaque characterization from CCTA scans using deep learning and radiomics F Denzinger, M Wels, N Ravikumar, K Breininger, A Reidelshöfer, J Eckert, ... Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019 | 26 | 2019 |
| Automatic CAD-RADS scoring using deep learning F Denzinger, M Wels, K Breininger, MA Gülsün, M Schöbinger, F André, ... Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020 | 12 | 2020 |
| Deep learning algorithms for coronary artery plaque characterisation from CCTA scans F Denzinger, M Wels, K Breininger, A Reidelshöfer, J Eckert, M Sühling, ... Bildverarbeitung für die Medizin 2020: Algorithmen–Systeme–Anwendungen …, 2020 | 11 | 2020 |
| Trainable joint bilateral filters for enhanced prediction stability in low-dose CT F Wagner, M Thies, F Denzinger, M Gu, M Patwari, S Ploner, N Maul, ... Scientific Reports 12 (1), 17540, 2022 | 9 | 2022 |
| Gradient-based geometry learning for fan-beam CT reconstruction M Thies, F Wagner, N Maul, L Folle, M Meier, M Rohleder, LS Schneider, ... Physics in Medicine & Biology 68 (20), 205004, 2023 | 8 | 2023 |
| On the benefit of dual-domain denoising in a self-supervised low-dose CT setting F Wagner, M Thies, L Pfaff, O Aust, S Pechmann, D Weidner, N Maul, ... 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI), 1-5, 2023 | 8 | 2023 |
| Automatic plane adjustment of orthopedic intraoperative flat panel detector CT-volumes CM Vicario, F Kordon, F Denzinger, M Weiten, S Thomas, L Kausch, ... Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020 | 8* | 2020 |
| Deep learning-based anonymization of chest radiographs: a utility-preserving measure for patient privacy K Packhäuser, S Gündel, F Thamm, F Denzinger, A Maier International Conference on Medical Image Computing and Computer-Assisted …, 2023 | 5 | 2023 |
| Coronary plaque analysis for CT angiography clinical research F Denzinger, M Wels, C Hopfgartner, J Lu, M Schöbinger, A Maier, ... Bildverarbeitung für die Medizin 2021: Proceedings, German Workshop on …, 2021 | 5 | 2021 |
| Automatic detection of free intra-abdominal air in computed tomography O Taubmann, J Li, F Denzinger, E Eibenberger, FC Müller, MW Brejnebøl, ... Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020 | 5 | 2020 |
| How scan parameter choice affects deep learning-based coronary artery disease assessment from computed tomography F Denzinger, M Wels, K Breininger, O Taubmann, A Mühlberg, ... Scientific Reports 13 (1), 2563, 2023 | 4 | 2023 |
| CAD-RADS scoring using deep learning and task-specific centerline labeling F Denzinger, M Wels, O Taubmann, MA Gülsün, M Schöbinger, F André, ... International Conference on Medical Imaging with Deep Learning, 315-324, 2022 | 4 | 2022 |
| SyncCT: Synthetic non-contrast images of the brain from single-energy computed tomography angiography F Thamm, O Taubmann, F Denzinger, M Jürgens, H Ditt, A Maier Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021 | 3 | 2021 |
| Computer-implemented method for evaluating a CT data set regarding perivascular tissue, evaluation device, computer program and electronically readable storage medium F Denzinger, F Sebastian, M Schoebinger, M Wels US Patent 11,803,966, 2023 | 2 | 2023 |
| Building Brains: Subvolume Recombination for Data Augmentation in Large Vessel Occlusion Detection F Thamm, O Taubmann, M Jürgens, A Thamm, F Denzinger, L Rist, H Ditt, ... International Conference on Medical Image Computing and Computer-Assisted …, 2022 | 2 | 2022 |
| Mitigating Unknown Bias in Deep Learning-based Assessment of CT Images DeepTechnome S Langer, O Taubmann, F Denzinger, A Maier, A Mühlberg BVM Workshop, 177-182, 2023 | 1 | 2023 |
| Evaluation of perivascular fat attenuation with coronary CT angiography in cardiac transplantation patients PT Moser, R Schernthaner, C Loewe, A Strassl, F Denzinger, S Faby, ... European Radiology, 1-9, 2023 | 1* | 2023 |
| Spatial Lesion Graphs: Analyzing Liver Metastases with Geometric Deep Learning for Cancer Survival Regression L Rist, O Taubmann, A Mühlberg, F Denzinger, F Thamm, M Sühling, ... 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI), 1-5, 2023 | 1 | 2023 |
| An unobtrusive quality supervision approach for medical image annotation S Kunzmann, M Öttl, P Madhu, F Denzinger, A Maier arXiv preprint arXiv:2211.06146, 2022 | 1 | 2022 |
| DeepTechnome: Mitigating Unknown Bias in Deep Learning Based Assessment of CT Images S Langer, O Taubmann, F Denzinger, A Maier, A Mühlberg arXiv preprint arXiv:2205.13297, 2022 | 1 | 2022 |
