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)

Skip Connections for Medical Image Synthesis with Generative Adversarial Networks. - Muhammad Usama Mirza; Onat Dalmaz; Tolga Çukur (SIU, 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)

Super-Resolution Diffusion Model for Accelerated MRI Reconstruction. - Muhammad Usama Mirza; Tolga Çukur (SIU, 2023)

Super Resolution MRI via Upscaling Diffusion Bridges. - Muhammad Usama Mirza; Fuat Arslan; 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)