A Personalized Federated Learning Approach for Multi-Contrast MRI Translation

Onat Dalmaz, Usama Mirza, Gökberk Elmas, Muzaffer Özbey, Salman UH Dar, Emir Ceyani, Salman Avestimehr, Tolga Çukur
June, 2023
Type
Conference paper
Publication
31st Annual Meeting of the International Society for Magnetic Resonance in Medicine (ISMRM), Toronto, Canada
Abstract
Usama Mirza
Usama Mirza
Ph.D. Student in Electrical and Electronics Engineering

My research focuses on generative models (diffusion models, GANs) for computational imaging, particularly accelerated MRI reconstruction and multi-contrast MRI synthesis.