| 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 | 455 | 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 | 166 | 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 | 127 | 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 | 111 | 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 Cukur IEEE Journal of Selected Topics in Signal Processing 14 (6), 1072-1087, 2020 | 106 | 2020 |
| 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 | 33 | 2018 |
| 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 | 29 | 2022 |
| 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 | 28* | 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 | 23 | 2021 |
| 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 | 14 | 2023 |
| 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 | 11 | 2021 |
| 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 |
| 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 | 6 | 2023 |
| 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 | 3 | 2022 |
| 3D Diffusion-prepared MRF (3DM) with cardiac gating for rapid high resolution wholebrain T1, T2, proton density and diffusivity mapping X Cao, L Congyu, Z Zhong Proceedings of the Joint Annual Meeting ISMRM-ESMRMB & ISMRT 31st Annual …, 2022 | 2 | 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, ... | 2 | 2022 |
| Multi-Image Super Resolution in Multi-Contrast MRI M Yurt, T Çukur 2020 28th Signal Processing and Communications Applications Conference (SIU …, 2020 | 2 | 2020 |
| Deep Learning Initialized Compressed Sensing (Deli-CS) in Volumetric Spatio-Temporal Subspace Reconstruction SS Iyer, SS Schauman, CM Sandino, M Yurt, X Cao, C Liao, ... bioRxiv, 2023 | 1 | 2023 |
| GRJointNET: Synergistic Completion and Part Segmentation on 3D Incomplete Point Clouds Y Gürses, M Taşpınar, M Yurt, S Özer 2021 29th Signal Processing and Communications Applications Conference (SIU …, 2021 | 1 | 2021 |
| A semi-supervised learning framework for jointly accelerated multi-contrast MRI synthesis without fully-sampled ground-truths M Yurt, SUH Dar, B Tinaz, M Ozbey, Y Korkmaz, T Çukur 29th annual meeting of International Society for Magnetic Resonance Imaging …, 2021 | 1 | 2021 |
Tolga CukurProfessor of Electrical EngineeringVerified email at ee.bilkent.edu.tr
