Quantitative comparison of deep learning-based image reconstruction methods for low-dose and sparse-angle CT applications J Leuschner, M Schmidt, PS Ganguly, V Andriiashen, SB Coban, ... Journal of Imaging 7 (3), 44, 2021 | 22 | 2021 |
Conditional normalizing flows for low-dose computed tomography image reconstruction A Denker, M Schmidt, J Leuschner, P Maass, J Behrmann arXiv preprint arXiv:2006.06270, 2020 | 12 | 2020 |
Conditional invertible neural networks for medical imaging A Denker, M Schmidt, J Leuschner, P Maass Journal of Imaging 7 (11), 243, 2021 | 9 | 2021 |
Is Deep Image Prior in Need of a Good Education? R Barbano, J Leuschner, M Schmidt, A Denker, A Hauptmann, P Maaß, ... arXiv preprint arXiv:2111.11926, 2021 | 5 | 2021 |
PatchNR: Learning from Small Data by Patch Normalizing Flow Regularization F Altekrüger, A Denker, P Hagemann, J Hertrich, P Maass, G Steidl arXiv preprint arXiv:2205.12021, 2022 | 3 | 2022 |
An Educated Warm Start For Deep Image Prior-Based Micro CT Reconstruction R Barbano, J Leuschner, M Schmidt, A Denker, A Hauptmann, P Maass, ... IEEE Transactions on Computational Imaging, 2022 | 1 | 2022 |
In Focus-hybrid deep learning approaches to the HDC2021 challenge C Arndt, A Denker, J Nickel, J Leuschner, M Schmidt, G Rigaud Inverse Problems and Imaging, 0-0, 2022 | | 2022 |
PatchNR: Learning from Very Few Images by Patch Normalizing Flow Regularization F Altekrüger, A Denker, P Hagemann, J Hertrich, P Maass, G Steidl arXiv preprint arXiv:2205.12021, 2022 | | 2022 |
The Deep Capsule Prior–advantages through complexity? M Schmidt, A Denker, J Leuschner PAMM 21 (1), e202100166, 2021 | | 2021 |
Feature reduction for machine learning on molecular features: The GeneScore A Denker, A Steshina, T Grooss, F Ueckert, S Nürnberg arXiv preprint arXiv:2101.05546, 2021 | | 2021 |
Bringing advanced analytics experts to the data: Report of an interdisciplinary machine learning workshop S Stahl-Toyota, K Glocker, AP Perez, A Knurr, A Denker, F Ückert Cancer Research 80 (16_Supplement), 2087-2087, 2020 | | 2020 |