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
554 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
366 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
204 2022 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
154 2020 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
148 2021 DDM T Xiang, M Yurt, AB Syed, K Setsompop, A Chaudhari
International Conference on Learning Representations, 2023
54 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
45 * 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
41 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
38 2022 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 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
28 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
12 2021 I2I-Mamba: Multi-modal medical image synthesis via selective state space modeling OF Atli, B Kabas, F Arslan, M Yurt, O Dalmaz, T Çukur
arXiv preprint arXiv:2405.14022, 2024
10 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 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
6 2024 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
5 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, ...
Proc Int Soc Magn Reson Med 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 Multi-Image Super Resolution in Multi-Contrast MRI M Yurt, T Çukur
2020 28th Signal Processing and Communications Applications Conference (SIU …, 2020
3 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
2 2023 
Tolga CukurProfessor of Electrical EngineeringDirección de correo verificada de ee.bilkent.edu.tr