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Mahmut Yurt
Mahmut Yurt
PhD Student, Stanford University
Verified email at stanford.edu
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Cited by
Cited by
Year
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
4552019
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
1662022
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
1272022
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
1112021
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
1062020
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
332018
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
292022
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
28*2022
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
232021
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
142023
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
112021
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
72020
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
62023
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
32022
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
22022
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, ...
22022
Multi-Image Super Resolution in Multi-Contrast MRI
M Yurt, T «ukur
2020 28th Signal Processing and Communications Applications Conference (SIU†…, 2020
22020
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
12023
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
12021
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 «ukur
29th annual meeting of International Society for Magnetic Resonance Imaging†…, 2021
12021
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