Muzaffer Özbey

25 papers Journal 20Unranked 5

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Self-consistent recursive diffusion bridge for medical image translation. Medical Image Anal. Fuat Arslan, Bilal Kabas, Onat Dalmaz, Muzaffer Özbey, Tolga Çukur
2024	J	`jnl`	Assessing the Capacity of a Denoising Diffusion Probabilistic Model to Reproduce Spatial Context. IEEE Trans. Medical Imaging Rucha Deshpande, Muzaffer Özbey, Hua Li, Mark A. Anastasio, Frank J. Brooks
2024	J	`jnl`	One model to unite them all: Personalized federated learning of multi-contrast MRI synthesis. Medical Image Anal. Onat Dalmaz, Muhammad Usama Mirza, Gökberk Elmas, Muzaffer Özbey, Salman Ul Hassan Dar, Emir Ceyani, Kader Karli Oguz, Salman Avestimehr, Tolga Çukur
2024	J	`jnl`	Self-Consistent Recursive Diffusion Bridge for Medical Image Translation. CoRR Fuat Arslan, Bilal Kabas, Onat Dalmaz, Muzaffer Özbey, Tolga Çukur
2023	J	`jnl`	Adaptive diffusion priors for accelerated MRI reconstruction. Medical Image Anal. Alper Güngör, Salman Ul Hassan Dar, Saban Öztürk, Yilmaz Korkmaz, Hasan Atakan Bedel, Gökberk Elmas, Muzaffer Özbey, Tolga Çukur
2023	J	`jnl`	Assessing the capacity of a denoising diffusion probabilistic model to reproduce spatial context. CoRR Rucha Deshpande, Muzaffer Özbey, Hua Li, Mark A. Anastasio, Frank J. Brooks
2023	J	`jnl`	Federated Learning of Generative Image Priors for MRI Reconstruction. IEEE Trans. Medical Imaging Gökberk Elmas, Salman Ul Hassan Dar, Yilmaz Korkmaz, Emir Ceyani, Burak Susam, Muzaffer Özbey, Salman Avestimehr, Tolga Çukur
2023	J	`jnl`	Parallel-stream fusion of scan-specific and scan-general priors for learning deep MRI reconstruction in low-data regimes. Comput. Biol. Medicine Salman Ul Hassan Dar, Saban Öztürk, Muzaffer Özbey, Kader Karli Oguz, Tolga Çukur
2023	J	`jnl`	Unsupervised Medical Image Translation With Adversarial Diffusion Models. IEEE Trans. Medical Imaging Muzaffer Özbey, Onat Dalmaz, Salman Ul Hassan Dar, Hasan Atakan Bedel, Saban Öztürk, Alper Güngör, Tolga Çukur
2022	—	`conf`	A Specificity-Preserving Generative Model for Federated MRI Translation. DeCaF/FAIR@MICCAI Onat Dalmaz, Usama Mirza, Gökberk Elmas, Muzaffer Özbey, Salman Ul Hassan Dar, Tolga Çukur
2022	J	`jnl`	Adaptive Diffusion Priors for Accelerated MRI Reconstruction. CoRR Salman Ul Hassan Dar, Saban Öztürk, Yilmaz Korkmaz, Gökberk Elmas, Muzaffer Özbey, Alper Güngör, Tolga Çukur
2022	J	`jnl`	Federated Learning of Generative Image Priors for MRI Reconstruction. CoRR Gökberk Elmas, Salman Ul Hassan Dar, Yilmaz Korkmaz, Emir Ceyani, Burak Susam, Muzaffer Özbey, Salman Avestimehr, Tolga Çukur
2022	—	`conf`	MRI Reconstruction with Conditional Adversarial Transformers. MLMIR@MICCAI Yilmaz Korkmaz, Muzaffer Özbey, Tolga Çukur
2022	J	`jnl`	One Model to Unite Them All: Personalized Federated Learning of Multi-Contrast MRI Synthesis. CoRR Onat Dalmaz, Muhammad Usama Mirza, Gökberk Elmas, Muzaffer Özbey, Salman Ul Hassan Dar, Emir Ceyani, Salman Avestimehr, Tolga Çukur
2022	J	`jnl`	Progressively volumetrized deep generative models for data-efficient contextual learning of MR image recovery. Medical Image Anal. Mahmut Yurt, Muzaffer Özbey, Salman Ul Hassan Dar, Berk Tinaz, Kader Karli Oguz, Tolga Çukur
2022	J	`jnl`	Semi-Supervised Learning of MRI Synthesis Without Fully-Sampled Ground Truths. IEEE Trans. Medical Imaging Mahmut Yurt, Onat Dalmaz, Salman Ul Hassan Dar, Muzaffer Özbey, Berk Tinaz, Kader Karli Oguz, Tolga Çukur
2022	J	`jnl`	Unsupervised MRI Reconstruction via Zero-Shot Learned Adversarial Transformers. IEEE Trans. Medical Imaging Yilmaz Korkmaz, Salman Ul Hassan Dar, Mahmut Yurt, Muzaffer Özbey, Tolga Çukur
2022	J	`jnl`	Unsupervised Medical Image Translation with Adversarial Diffusion Models. CoRR Muzaffer Özbey, Salman Ul Hassan Dar, Hasan Atakan Bedel, Onat Dalmaz, Saban Öztürk, Alper Güngör, Tolga Çukur
2021	—	`conf`	Deep MRI Reconstruction with Generative Vision Transformers. MLMIR@MICCAI Yilmaz Korkmaz, Mahmut Yurt, Salman Ul Hassan Dar, Muzaffer Özbey, Tolga Çukur
2021	—	`conf`	Multi-Image Reconstruction in Multi-Contrast MRI. SIU Muzaffer Özbey, Tolga Çukur
2021	J	`jnl`	Three Dimensional MR Image Synthesis with Progressive Generative Adversarial Networks. CoRR Muzaffer Özbey, Mahmut Yurt, Salman Ul Hassan Dar, Tolga Çukur
2021	J	`jnl`	Unsupervised MRI Reconstruction via Zero-Shot Learned Adversarial Transformers. CoRR Yilmaz Korkmaz, Salman Ul Hassan Dar, Mahmut Yurt, Muzaffer Özbey, Tolga Çukur
2020	J	`jnl`	Progressively Volumetrized Deep Generative Models for Data-Efficient Contextual Learning of MR Image Recovery. CoRR Mahmut Yurt, Muzaffer Özbey, Salman Ul Hassan Dar, Berk Tinaz, Kader Karli Oguz, Tolga Çukur
2020	J	`jnl`	Semi-Supervised Learning of Mutually Accelerated Multi-Contrast MRI Synthesis without Fully-Sampled Ground-Truths. CoRR Mahmut Yurt, Salman Ul Hassan Dar, Berk Tinaz, Muzaffer Özbey, Tolga Çukur
2020	—	`conf`	T1-Weighted Contrast-Enhanced Synthesis for Multi-Contrast MRI Segmentation. SIU Muzaffer Özbey, Tolga Çukur