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)

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)

Denoising Diffusion Adversarial Models for Unconditional Medical Image Generation. - Onat Dalmaz; Baturay Saglam; Gökberk Elmas; Muhammad Usama Mirza; Tolga Çukur (SIU, 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)

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)

Generalizable Deep MRI Reconstruction with Cross-Site Data Synthesis. - Valiyeh Ansarian Nezhad; Gökberk Elmas; Fuat Arslan; Bilal Kabas; Tolga Çukur (SIU, 2024)

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)

Generative Autoregressive Transformers for Model-Agnostic Federated MRI Reconstruction. - Valiyeh Ansarian Nezhad; Gökberk Elmas; Bilal Kabas; Fuat Arslan; Tolga Çukur (CoRR, 2025)