Muzaffer Özbey

According to our database, Muzaffer Özbey authored at least 17 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Unsupervised Medical Image Translation With Adversarial Diffusion Models.

Muzaffer Özbey, Onat Dalmaz, Salman Ul Hassan Dar, Hasan Atakan Bedel, Saban Öztürk, Alper Güngör, Tolga Çukur

IEEE Trans. Medical Imaging, December, 2023

Parallel-stream fusion of scan-specific and scan-general priors for learning deep MRI reconstruction in low-data regimes.

Salman Ul Hassan Dar, Saban Öztürk, Muzaffer Özbey, Kader Karli Oguz, Tolga Çukur

Comput. Biol. Medicine, December, 2023

Adaptive diffusion priors for accelerated MRI reconstruction.

Alper Güngör, Salman Ul Hassan Dar, Saban Öztürk, Yilmaz Korkmaz, Hasan Atakan Bedel, Gökberk Elmas, Muzaffer Özbey, Tolga Çukur

Medical Image Anal., August, 2023

Federated Learning of Generative Image Priors for MRI Reconstruction.

Gökberk Elmas, Salman Ul Hassan Dar, Yilmaz Korkmaz, Emir Ceyani, Burak Susam, Muzaffer Özbey, Salman Avestimehr, Tolga Çukur

IEEE Trans. Medical Imaging, 2023

Assessing the capacity of a denoising diffusion probabilistic model to reproduce spatial context.

Rucha Deshpande, Muzaffer Özbey, Hua Li, Mark A. Anastasio, Frank J. Brooks

CoRR, 2023

2022

Semi-Supervised Learning of MRI Synthesis Without Fully-Sampled Ground Truths.

Mahmut Yurt, Onat Dalmaz, Salman Ul Hassan Dar, Muzaffer Özbey, Berk Tinaz, Kader Karli Oguz, Tolga Çukur

IEEE Trans. Medical Imaging, 2022

Unsupervised MRI Reconstruction via Zero-Shot Learned Adversarial Transformers.

Yilmaz Korkmaz, Salman Ul Hassan Dar, Mahmut Yurt, Muzaffer Özbey, Tolga Çukur

IEEE Trans. Medical Imaging, 2022

Progressively volumetrized deep generative models for data-efficient contextual learning of MR image recovery.

Mahmut Yurt, Muzaffer Özbey, Salman Ul Hassan Dar, Berk Tinaz, Kader Karli Oguz, Tolga Çukur

Medical Image Anal., 2022

One Model to Unite Them All: Personalized Federated Learning of Multi-Contrast MRI Synthesis.

Onat Dalmaz, Muhammad Usama Mirza, Gökberk Elmas, Muzaffer Özbey, Salman Ul Hassan Dar, Emir Ceyani, Salman Avestimehr, Tolga Çukur

CoRR, 2022

Adaptive Diffusion Priors for Accelerated MRI Reconstruction.

Salman Ul Hassan Dar, Saban Öztürk, Yilmaz Korkmaz, Gökberk Elmas, Muzaffer Özbey, Alper Güngör, Tolga Çukur

CoRR, 2022

MRI Reconstruction with Conditional Adversarial Transformers.

Yilmaz Korkmaz, Muzaffer Özbey, Tolga Çukur

Proceedings of the Machine Learning for Medical Image Reconstruction, 2022

A Specificity-Preserving Generative Model for Federated MRI Translation.

Onat Dalmaz, Usama Mirza, Gökberk Elmas, Muzaffer Özbey, Salman Ul Hassan Dar, Tolga Çukur

Proceedings of the Distributed, Collaborative, and Federated Learning, and Affordable AI and Healthcare for Resource Diverse Global Health, 2022

2021

Three Dimensional MR Image Synthesis with Progressive Generative Adversarial Networks.

Muzaffer Özbey, Mahmut Yurt, Salman Ul Hassan Dar, Tolga Çukur

CoRR, 2021

Multi-Image Reconstruction in Multi-Contrast MRI.

Muzaffer Özbey, Tolga Çukur

Proceedings of the 29th Signal Processing and Communications Applications Conference, 2021

Deep MRI Reconstruction with Generative Vision Transformers.

Yilmaz Korkmaz, Mahmut Yurt, Salman Ul Hassan Dar, Muzaffer Özbey, Tolga Çukur

Proceedings of the Machine Learning for Medical Image Reconstruction, 2021

2020

Semi-Supervised Learning of Mutually Accelerated Multi-Contrast MRI Synthesis without Fully-Sampled Ground-Truths.

Mahmut Yurt, Salman Ul Hassan Dar, Berk Tinaz, Muzaffer Özbey, Tolga Çukur

CoRR, 2020

T1-Weighted Contrast-Enhanced Synthesis for Multi-Contrast MRI Segmentation.

Muzaffer Özbey, Tolga Çukur

Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020