Usama Mirza

According to our database, Usama Mirza authored at least 7 papers between 2022 and 2024.

Collaborative distances:

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

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

Super Resolution MRI via Upscaling Diffusion Bridges.

Muhammad Usama Mirza, Fuat Arslan, Tolga Çukur

Proceedings of the 32nd Signal Processing and Communications Applications Conference, 2024

2023

Super-Resolution Diffusion Model for Accelerated MRI Reconstruction.

Muhammad Usama Mirza, Tolga Çukur

Proceedings of the 31st Signal Processing and Communications Applications Conference, 2023

Denoising Diffusion Adversarial Models for Unconditional Medical Image Generation.

Onat Dalmaz, Baturay Saglam, Gökberk Elmas, Muhammad Usama Mirza, Tolga Çukur

Proceedings of the 31st Signal Processing and Communications Applications Conference, 2023

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

Skip Connections for Medical Image Synthesis with Generative Adversarial Networks.

Muhammad Usama Mirza, Onat Dalmaz, Tolga Çukur

Proceedings of the 30th Signal Processing and Communications Applications Conference, 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