Muzaffer Özbey

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 23

Top Topics

Magnetic Resonance Images

Phase Unwrapping

Image Reconstruction

Diffusion Models

Top Venues

IEEE Trans. Medical Imaging

Medical Image Anal.

Publications

Fuat Arslan, Bilal Kabas, Onat Dalmaz, Muzaffer Özbey, Tolga Çukur
Self-Consistent Recursive Diffusion Bridge for Medical Image Translation. CoRR (2024)
Onat Dalmaz, Muhammad Usama Mirza, Gökberk Elmas, Muzaffer Özbey, Salman Ul Hassan Dar, Emir Ceyani, Kader Karli Oguz, Salman Avestimehr, Tolga Çukur
One model to unite them all: Personalized federated learning of multi-contrast MRI synthesis. Medical Image Anal. 94 (2024)
Salman Ul Hassan Dar, Saban Öztürk, Muzaffer Özbey, Kader Karli Oguz, Tolga Çukur
Parallel-stream fusion of scan-specific and scan-general priors for learning deep MRI reconstruction in low-data regimes. Comput. Biol. Medicine 167 (2023)
Muzaffer Özbey, Onat Dalmaz, Salman Ul Hassan Dar, Hasan Atakan Bedel, Saban Öztürk, Alper Güngör, Tolga Çukur
Unsupervised Medical Image Translation With Adversarial Diffusion Models. IEEE Trans. Medical Imaging 42 (12) (2023)
Gökberk Elmas, Salman Ul Hassan Dar, Yilmaz Korkmaz, Emir Ceyani, Burak Susam, Muzaffer Özbey, Salman Avestimehr, Tolga Çukur
Federated Learning of Generative Image Priors for MRI Reconstruction. IEEE Trans. Medical Imaging 42 (7) (2023)
Rucha Deshpande, Muzaffer Özbey, Hua Li, Mark A. Anastasio, Frank J. Brooks
Assessing the capacity of a denoising diffusion probabilistic model to reproduce spatial context. CoRR (2023)
Alper Güngör, Salman UH Dar, Saban Öztürk, Yilmaz Korkmaz, Hasan A. Bedel, Gökberk Elmas, Muzaffer Özbey, Tolga Çukur
Adaptive diffusion priors for accelerated MRI reconstruction. Medical Image Anal. 88 (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, Usama Mirza, Gökberk Elmas, Muzaffer Özbey, Salman Ul Hassan Dar, Tolga Çukur
A Specificity-Preserving Generative Model for Federated MRI Translation. DeCaF/FAIR@MICCAI (2022)
Onat Dalmaz, Usama Mirza, Gökberk Elmas, Muzaffer Özbey, Salman Ul Hassan Dar, Emir Ceyani, Salman Avestimehr, Tolga Çukur
One Model to Unite Them All: Personalized Federated Learning of Multi-Contrast MRI Synthesis. CoRR (2022)
Gokberk Elmas, Salman Ul Hassan Dar, Yilmaz Korkmaz, Emir Ceyani, Burak Susam, Muzaffer Özbey, Salman Avestimehr, Tolga Çukur
Federated Learning of Generative Image Priors for MRI Reconstruction. CoRR (2022)
Muzaffer Özbey, Salman Ul Hassan Dar, Hasan Atakan Bedel, Onat Dalmaz, Saban Öztürk, Alper Güngör, Tolga Çukur
Unsupervised Medical Image Translation with Adversarial Diffusion Models. CoRR (2022)
Yilmaz Korkmaz, Muzaffer Özbey, Tolga Çukur
MRI Reconstruction with Conditional Adversarial Transformers. MLMIR@MICCAI (2022)
Salman Ul Hassan Dar, Saban Öztürk, Yilmaz Korkmaz, Gökberk Elmas, Muzaffer Özbey, Alper Güngör, Tolga Çukur
Adaptive Diffusion Priors for Accelerated MRI Reconstruction. CoRR (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)
Yilmaz Korkmaz, Mahmut Yurt, Salman Ul Hassan Dar, Muzaffer Özbey, Tolga Çukur
Deep MRI Reconstruction with Generative Vision Transformers. MLMIR@MICCAI (2021)
Muzaffer Özbey, Mahmut Yurt, Salman Ul Hassan Dar, Tolga Çukur
Three Dimensional MR Image Synthesis with Progressive Generative Adversarial Networks. CoRR (2021)
Muzaffer Özbey, Tolga Çukur
Multi-Image Reconstruction in Multi-Contrast MRI. SIU (2021)
Muzaffer Özbey, Tolga Çukur
T1-Weighted Contrast-Enhanced Synthesis for Multi-Contrast MRI Segmentation. SIU (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)