Mahmut Yurt

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 21

Top Topics

Magnetic Resonance Images

Supervised Learning

Image Synthesis

Top Venues

IEEE Trans. Medical Imaging

Medical Image Anal.

IEEE J. Sel. Top. Signal Process.

Publications

Omer F. Atli, Bilal Kabas, Fuat Arslan, Mahmut Yurt, Onat Dalmaz, Tolga Çukur
I2I-Mamba: Multi-modal medical image synthesis via selective state space modeling. CoRR (2024)
Tiange Xiang, Mahmut Yurt, Ali B. Syed, Kawin Setsompop, Akshay Chaudhari
: Self-Supervised Diffusion MRI Denoising with Generative Diffusion Models. CoRR (2023)
Tiange Xiang, Mahmut Yurt, Ali B. Syed, Kawin Setsompop, Akshay Chaudhari
: Self-Supervised Diffusion MRI Denoising with Generative Diffusion Models. ICLR (2023)
Yigit Gürses, Melisa Taspinar, Mahmut Yurt, Sedat Ozer
GRJointNET: Synergistic Completion and Part Segmentation on 3D Incomplete Point Clouds. CoRR (2023)
Yilmaz Korkmaz, Salman Ul Hassan Dar, Mahmut Yurt, Muzaffer Özbey, Tolga Çukur
Unsupervised MRI Reconstruction via Zero-Shot Learned Adversarial Transformers. IEEE Trans. Medical Imaging 41 (7) (2022)
Mahmut Yurt, Onat Dalmaz, Salman Ul Hassan Dar, Muzaffer Özbey, Berk Tinaz, Kader Karli Oguz, Tolga Çukur
Semi-Supervised Learning of MRI Synthesis Without Fully-Sampled Ground Truths. IEEE Trans. Medical Imaging 41 (12) (2022)
Onat Dalmaz, Mahmut Yurt, Tolga Çukur
ResViT: Residual Vision Transformers for Multimodal Medical Image Synthesis. IEEE Trans. Medical Imaging 41 (10) (2022)
Mahmut Yurt, Muzaffer Özbey, Salman Ul Hassan Dar, Berk Tinaz, Kader Karli Oguz, Tolga Çukur
Progressively volumetrized deep generative models for data-efficient contextual learning of MR image recovery. Medical Image Anal. 78 (2022)
Yilmaz Korkmaz, Salman Ul Hassan Dar, Mahmut Yurt, Muzaffer Özbey, Tolga Çukur
Unsupervised MRI Reconstruction via Zero-Shot Learned Adversarial Transformers. CoRR (2021)
Salman Ul Hassan Dar, Mahmut Yurt, Tolga Çukur
A Few-Shot Learning Approach for Accelerated MRI via Fusion of Data-Driven and Subject-Driven Priors. CoRR (2021)
Yilmaz Korkmaz, Mahmut Yurt, Salman Ul Hassan Dar, Muzaffer Özbey, Tolga Çukur
Deep MRI Reconstruction with Generative Vision Transformers. MLMIR@MICCAI (2021)
Onat Dalmaz, Mahmut Yurt, Tolga Çukur
ResViT: Residual vision transformers for multi-modal medical image synthesis. CoRR (2021)
Yigit Gürses, Melisa Taspinar, Mahmut Yurt, Sedat Özer
GRJointNET: Synergistic Completion and Part Segmentation on 3D Incomplete Point Clouds. SIU (2021)
Mahmut Yurt, Salman Ul Hassan Dar, Aykut Erdem, Erkut Erdem, Kader Karli Oguz, Tolga Çukur
mustGAN: multi-stream Generative Adversarial Networks for MR Image Synthesis. Medical Image Anal. 70 (2021)
Muzaffer Özbey, Mahmut Yurt, Salman Ul Hassan Dar, Tolga Çukur
Three Dimensional MR Image Synthesis with Progressive Generative Adversarial Networks. CoRR (2021)
Salman Ul Hassan Dar, Mahmut Yurt, Mohammad Shahdloo, Muhammed Emrullah Ildiz, Berk Tinaz, Tolga Çukur
Prior-Guided Image Reconstruction for Accelerated Multi-Contrast MRI via Generative Adversarial Networks. IEEE J. Sel. Top. Signal Process. 14 (6) (2020)
Mahmut Yurt, Salman Ul Hassan Dar, Berk Tinaz, Muzaffer Özbey, Tolga Çukur
Semi-Supervised Learning of Mutually Accelerated Multi-Contrast MRI Synthesis without Fully-Sampled Ground-Truths. CoRR (2020)
Mahmut Yurt, Muzaffer Özbey, Salman Ul Hassan Dar, Berk Tinaz, Kader Karli Oguz, Tolga Çukur
Progressively Volumetrized Deep Generative Models for Data-Efficient Contextual Learning of MR Image Recovery. CoRR (2020)
Mahmut Yurt, Salman Ul Hassan Dar, Aykut Erdem, Erkut Erdem, Tolga Çukur
mustGAN: Multi-Stream Generative Adversarial Networks for MR Image Synthesis. CoRR (2019)
Salman Ul Hassan Dar, Mahmut Yurt, Mohammad Shahdloo, Muhammed Emrullah Ildiz, Tolga Çukur
Synergistic Reconstruction and Synthesis via Generative Adversarial Networks for Accelerated Multi-Contrast MRI. CoRR (2018)
Salman Ul Hassan Dar, Mahmut Yurt, Levent Karacan, Aykut Erdem, Erkut Erdem, Tolga Çukur
Image Synthesis in Multi-Contrast MRI with Conditional Generative Adversarial Networks. CoRR (2018)