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 | 25 | 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 | 8 | 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 | 7 | 2020 |
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 | 6 | 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 | 3 | 2022 |
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 | 3 | 2020 |
Gradient-Based Geometry Learning for Fan-Beam CT Reconstruction M Thies, F Wagner, N Maul, L Folle, M Meier, M Rohleder, LS Schneider, ... arXiv preprint arXiv:2212.02177, 2022 | 2 | 2022 |
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 | 2 | 2022 |
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 | 2 | 2021 |
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 | 1 | 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, ... arXiv preprint arXiv:2211.01111, 2022 | 1 | 2022 |
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, ... Medical Image Computing and Computer Assisted Intervention–MICCAI 2022: 25th …, 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 |
Automatic plane adjustment of orthopedic intraoperative flat panel detector CT-volumes C Martín Vicario, F Kordon, F Denzinger, JS El Barbari, M Privalov, ... Journal of Medical Imaging 9 (3), 034001-034001, 2022 | 1 | 2022 |
Normalization techniques for cnn based analysis of surgical cone beam CT volumes CM Vicario, F Kordon, F Denzinger, JS El Barbari, M Privalov, J Franke, ... Medical Imaging 2022: Image Processing 12032, 648-652, 2022 | 1 | 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 | 1 | 2021 |
Fast 3D YOLOv3 based standard plane regression of vertebral bodies in intra-operative CBCT volumes S Doerrich, F Kordon, F Denzinger, JS El Barbari, M Privalov, SY Vetter, ... Journal of Medical Imaging 10 (3), 034503-034503, 2023 | | 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 | | 2023 |
Lung, nodule and airway segmentation using partially annotated data A von Querfurth, F Kordon, F Denzinger, K Breininger, H Kunze Medical Imaging 2023: Image-Guided Procedures, Robotic Interventions, and …, 2023 | | 2023 |
Computer-implemented method for evaluating a three-dimensional angiography dataset, evaluation system, computer program and electronically readable storage medium F Denzinger, M Wels, M Suehling US Patent App. 17/948,452, 2023 | | 2023 |