| MedGAN: Medical image translation using GANs K Armanious, C Jiang, M Fischer, T Küstner, K Nikolaou, S Gatidis, ... Computerized Medical Imaging and Graphics, 2019 | 725 | 2019 |
| Retrospective correction of motion‐affected MR images using deep learning frameworks T Küstner, K Armanious, J Yang, B Yang, F Schick, S Gatidis Magnetic resonance in medicine 82 (4), 1527-1540, 2019 | 157 | 2019 |
| Unsupervised medical image translation using cycle-MedGAN K Armanious, C Jiang, S Abdulatif, T Küstner, S Gatidis, B Yang 2019 27th European signal processing conference (EUSIPCO), 1-5, 2019 | 144 | 2019 |
| Adversarial inpainting of medical image modalities K Armanious, Y Mecky, S Gatidis, B Yang ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019 | 87 | 2019 |
| Independent attenuation correction of whole body [18F]FDG-PET using a deep learning approach with Generative Adversarial Networks K Armanious, T Hepp, T Küstner, H Dittmann, K Nikolaou, C La Fougère, ... EJNMMI research 10, 1-9, 2020 | 73 | 2020 |
| ipA-MedGAN: inpainting of arbitrary regions in medical imaging K Armanious, V Kumar, S Abdulatif, T Hepp, S Gatidis, B Yang 2020 IEEE international conference on image processing (ICIP), 3005-3009, 2020 | 53 | 2020 |
| Retrospective correction of rigid and non-rigid mr motion artifacts using gans K Armanious, S Gatidis, K Nikolaou, B Yang, T Kustner 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019 …, 2019 | 51 | 2019 |
| Age-net: An MRI-based iterative framework for brain biological age estimation K Armanious, S Abdulatif, W Shi, S Salian, T Küstner, D Weiskopf, T Hepp, ... IEEE Transactions on Medical Imaging 40 (7), 1778-1791, 2021 | 38 | 2021 |
| Independent brain F-FDG PET attenuation correction using a deep learning approach with Generative Adversarial Networks K Armanious, T Küstner, M Reimold, K Nikolaou, ... Hellenic journal of nuclear medicine 22 (3), 179-186, 2019 | 36 | 2019 |
| Uncertainty estimation and explainability in deep learning-based age estimation of the human brain: Results from the German National Cohort MRI study T Hepp, D Blum, K Armanious, B Schoelkopf, D Stern, B Yang, S Gatidis Computerized Medical Imaging and Graphics 92, 101967, 2021 | 35 | 2021 |
| Person identification and body mass index: A deep learning-based study on micro-Dopplers S Abdulatif, F Aziz, K Armanious, B Kleiner, B Yang, U Schneider 2019 IEEE Radar Conference (RadarConf), 1-6, 2019 | 34* | 2019 |
| Interference-aware cognitive radar: A remedy to the automotive interference problem G Hakobyan, K Armanious, B Yang IEEE Transactions on Aerospace and Electronic Systems 56 (3), 2326-2339, 2019 | 33 | 2019 |
| An adversarial super-resolution remedy for radar design trade-offs K Armanious, S Abdulatif, F Aziz, U Schneider, B Yang 2019 27th European Signal Processing Conference (EUSIPCO), 1-5, 2019 | 32 | 2019 |
| Unsupervised adversarial correction of rigid MR motion artifacts K Armanious, A Tanwar, S Abdulatif, T Küstner, S Gatidis, B Yang 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), 1494-1498, 2020 | 31 | 2020 |
| Aegan: Time-frequency speech denoising via generative adversarial networks S Abdulatif, K Armanious, K Guirguis, JT Sajeev, B Yang 2020 28th European Signal Processing Conference (EUSIPCO), 451-455, 2021 | 27 | 2021 |
| Towards adversarial denoising of radar micro-Doppler signatures S Abdulatif, K Armanious, F Aziz, U Schneider, B Yang 2019 International Radar Conference (RADAR), 1-6, 2019 | 24* | 2019 |
| Radar sensor for motor vehicles G Hakobyan, KAD Armanious, M Schoor US Patent 11,199,617, 2021 | 19 | 2021 |
| USIS: Unsupervised semantic image synthesis G Eskandar, M Abdelsamad, K Armanious, B Yang Computers & Graphics 111, 14-23, 2023 | 14 | 2023 |
| Organ-based chronological age estimation based on 3D MRI scans K Armanious, S Abdulatif, AR Bhaktharaguttu, T Küstner, T Hepp, ... 2020 28th European Signal Processing Conference (EUSIPCO), 1225-1228, 2021 | 13 | 2021 |
| Investigating cross-domain losses for speech enhancement S Abdulatif, K Armanious, JT Sajeev, K Guirguis, B Yang 2021 29th European Signal Processing Conference (EUSIPCO), 411-415, 2021 | 11 | 2021 |
Bin YangUniversity of Stuttgart, Germanyยืนยันอีเมลแล้วที่ iss.uni-stuttgart.de