T1-Weighted Contrast-Enhanced Synthesis for Multi-Contrast MRI Segmentation. - Muzaffer Özbey; Tolga Çukur (SIU, 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)

Deep MRI Reconstruction with Generative Vision Transformers. - Yilmaz Korkmaz; Mahmut Yurt; Salman Ul Hassan Dar; Muzaffer Özbey; Tolga Çukur (MLMIR@MICCAI, 2021)

Multi-Image Reconstruction in Multi-Contrast MRI. - Muzaffer Özbey; Tolga Çukur (SIU, 2021)

Three Dimensional MR Image Synthesis with Progressive Generative Adversarial Networks. - Muzaffer Özbey; Mahmut Yurt; Salman Ul Hassan Dar; Tolga Çukur (CoRR, 2021)

A Specificity-Preserving Generative Model for Federated MRI Translation. - Onat Dalmaz; Usama Mirza; Gökberk Elmas; Muzaffer Özbey; Salman Ul Hassan Dar; Tolga Çukur (DeCaF/FAIR@MICCAI, 2022)

MRI Reconstruction with Conditional Adversarial Transformers. - Yilmaz Korkmaz; Muzaffer Özbey; Tolga Çukur (MLMIR@MICCAI, 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)

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)

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)

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)

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)

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)

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., 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, 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, 2023)

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; Kader Karli Oguz; Salman Avestimehr; Tolga Çukur (Medical Image Anal., 2024)

Assessing the Capacity of a Denoising Diffusion Probabilistic Model to Reproduce Spatial Context. - Rucha Deshpande; Muzaffer Özbey; Hua Li 003; Mark A. Anastasio; Frank J. Brooks (IEEE Trans. Medical Imaging, 2024)

Self-consistent recursive diffusion bridge for medical image translation. - Fuat Arslan; Bilal Kabas; Onat Dalmaz; Muzaffer Özbey; Tolga Çukur (Medical Image Anal., 2025)