| Image synthesis in multi-contrast MRI with conditional generative adversarial networks SUH Dar, M Yurt, L Karacan, A Erdem, E Erdem, T Çukur IEEE transactions on medical imaging 38 (10), 2375-2388, 2019 | 594 | 2019 |
| ResViT: residual vision transformers for multimodal medical image synthesis O Dalmaz, M Yurt, T Çukur IEEE Transactions on Medical Imaging 41 (10), 2598-2614, 2022 | 417 | 2022 |
| Unsupervised MRI reconstruction via zero-shot learned adversarial transformers Y Korkmaz, SUH Dar, M Yurt, M Özbey, T Cukur IEEE Transactions on Medical Imaging 41 (7), 1747-1763, 2022 | 216 | 2022 |
| mustGAN: multi-stream generative adversarial networks for MR image synthesis M Yurt, SUH Dar, A Erdem, E Erdem, KK Oguz, T Çukur Medical image analysis 70, 101944, 2021 | 168 | 2021 |
| Prior-guided image reconstruction for accelerated multi-contrast MRI via generative adversarial networks SUH Dar, M Yurt, M Shahdloo, ME Ildız, B Tınaz, T Çukur IEEE Journal of Selected Topics in Signal Processing 14 (6), 1072-1087, 2020 | 164 | 2020 |
| DDM : Self-Supervised Diffusion MRI Denoising with Generative Diffusion Models T Xiang, M Yurt, AB Syed, K Setsompop, A Chaudhari International Conference on Learning Representations, 2023 | 61 | 2023 |
| Semi-supervised learning of MRI synthesis without fully-sampled ground truths M Yurt, O Dalmaz, S Dar, M Ozbey, B Tınaz, K Oguz, T Çukur IEEE Transactions on Medical Imaging 41 (12), 3895-3906, 2022 | 47* | 2022 |
| Deep MRI reconstruction with generative vision transformers Y Korkmaz, M Yurt, SUH Dar, M Özbey, T Cukur Machine Learning for Medical Image Reconstruction: 4th International …, 2021 | 44 | 2021 |
| Progressively volumetrized deep generative models for data-efficient contextual learning of MR image recovery M Yurt, M Özbey, SUH Dar, B Tinaz, KK Oguz, T Çukur Medical image analysis 78, 102429, 2022 | 42 | 2022 |
| Deep learning-based reconstruction for cardiac MRI: a review JA Oscanoa, MJ Middione, C Alkan, M Yurt, M Loecher, SS Vasanawala, ... Bioengineering 10 (3), 334, 2023 | 34 | 2023 |
| Synergistic reconstruction and synthesis via generative adversarial networks for accelerated multi-contrast MRI SUH Dar, M Yurt, M Shahdloo, ME Ildız, T Çukur arXiv preprint arXiv:1805.10704, 2018 | 34 | 2018 |
| I2I-Mamba: Multi-modal medical image synthesis via selective state space modeling OF Atli, B Kabas, F Arslan, AC Demirtas, M Yurt, O Dalmaz, T Çukur arXiv preprint arXiv:2405.14022, 2024 | 19 | 2024 |
| A few-shot learning approach for accelerated MRI via fusion of data-driven and subject-driven priors SUH Dar, M Yurt, T Çukur arXiv preprint arXiv:2103.07790, 2021 | 12 | 2021 |
| DTI‐MR fingerprinting for rapid high‐resolution whole‐brain T1, T2, proton density, ADC, and fractional anisotropy mapping X Cao, C Liao, Z Zhou, Z Zhong, Z Li, E Dai, SS Iyer, AJ Hannum, M Yurt, ... Magnetic resonance in medicine 91 (3), 987-1001, 2024 | 11 | 2024 |
| Three Dimensional MR Image Synthesis with Progressive Generative Adversarial Networks M Özbey, M Yurt, SUH Dar, T Çukur IEEE 17th International Symposium on Biomedical Imaging (ISBI 2020), 2020 | 7 | 2020 |
| Rapid and accurate navigators for motion and B0 tracking using QUEEN: Quantitatively enhanced parameter estimation from navigators Y Brackenier, N Wang, C Liao, X Cao, S Schauman, M Yurt, ... Magnetic Resonance in Medicine 91 (5), 2028-2043, 2024 | 6 | 2024 |
| Toward a 1-minute high-resolution brain exam-MR Fingerprinting with fast reconstruction and ML-synthesized contrasts S Schauman, SS Iyer, M Yurt, X Cao, C Liao, Z Zhong, G Wang, ... Proceedings of the 31st Annual Meeting of ISMRM, 53, 2022 | 4 | 2022 |
| Mesoscale myelin-water fraction and T/T 2/PD mapping through optimized 3D ViSTa-MRF and stochastic reconstruction with preconditioning C Liao, X Cao, SS Iyer, Z Zhou, Y Liu, J Haldar, M Yurt, T Gong, Z Wu, ... | 3 | 2022 |
| SMILR-subspace machine learning reconstruction S Iyer, C Sandino, M Yurt, X Cao, C Liao, S Schauman, K Setsompop Proceedings of the Annual Meeting of ISMRM 30, 3466, 2022 | 3 | 2022 |
| Multi-Image Super Resolution in Multi-Contrast MRI M Yurt, T Çukur 2020 28th Signal Processing and Communications Applications Conference (SIU …, 2020 | 3 | 2020 |
Tolga CukurProfessor of Electrical EngineeringPatvirtintas el. paštas ee.bilkent.edu.tr