Mahmut Yurt
Mahmut Yurt
PhD Student, Stanford University
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Image synthesis in multi-contrast MRI with conditional generative adversarial networks
SUH Dar, M Yurt, L Karacan, A Erdem, E Erdem, T «ukur
IEEE transactions on medical imaging 38 (10), 2375-2388, 2019
ResViT: residual vision transformers for multimodal medical image synthesis
O Dalmaz, M Yurt, T «ukur
IEEE Transactions on Medical Imaging 41 (10), 2598-2614, 2022
Unsupervised MRI reconstruction via zero-shot learned adversarial transformers
Y Korkmaz, SUH Dar, M Yurt, M ÷zbey, T Cukur
IEEE Transactions on Medical Imaging 41 (7), 1747-1763, 2022
mustGAN: multi-stream generative adversarial networks for MR image synthesis
M Yurt, SUH Dar, A Erdem, E Erdem, KK Oguz, T «ukur
Medical image analysis 70, 101944, 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 «ukur
IEEE Journal of Selected Topics in Signal Processing 14 (6), 1072-1087, 2020
Semi-supervised learning of MRI synthesis without fully-sampled ground truths
M Yurt, O Dalmaz, S Dar, M Ozbey, B Tınaz, K Oguz, T «ukur
IEEE Transactions on Medical Imaging 41 (12), 3895-3906, 2022
Progressively volumetrized deep generative models for data-efficient contextual learning of MR image recovery
M Yurt, M ÷zbey, SUH Dar, B Tinaz, KK Oguz, T «ukur
Medical Image Analysis 78, 102429, 2022
Synergistic reconstruction and synthesis via generative adversarial networks for accelerated multi-contrast MRI
SUH Dar, M Yurt, M Shahdloo, ME Ildız, T «ukur
arXiv preprint arXiv:1805.10704, 2018
Deep MRI reconstruction with generative vision transformers
Y Korkmaz, M Yurt, SUH Dar, M ÷zbey, T Cukur
Machine Learning for Medical Image Reconstruction: 4th International†…, 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
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
A few-shot learning approach for accelerated MRI via fusion of data-driven and subject-driven priors
SUH Dar, M Yurt, T «ukur
arXiv preprint arXiv:2103.07790, 2021
Three Dimensional MR Image Synthesis with Progressive Generative Adversarial Networks
M ÷zbey, M Yurt, SUH Dar, T «ukur
IEEE 17th International Symposium on Biomedical Imaging (ISBI 2020), 2020
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
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, ...
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, 2024
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
3D Diffusion-prepared MRF (3DM) with cardiac gating for rapid high resolution wholebrain T1, T2, proton density and diffusivity mapping
X Cao, C Liao, Z Zhong, E Dai, SS Iyer, AJ Hannum, M Yurt, S Skare, ...
Proceedings of the Joint Annual Meeting ISMRM-ESMRMB & ISMRT 31st Annual†…, 2022
Grjointnet: Synergistic completion and part segmentation on 3d incomplete point clouds
Y GŁrses, M Taşpınar, M Yurt, S ÷zer
2021 29th Signal Processing and Communications Applications Conference (SIU†…, 2021
Multi-Image Super Resolution in Multi-Contrast MRI
M Yurt, T «ukur
2020 28th Signal Processing and Communications Applications Conference (SIU†…, 2020
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