Accelerated MRI Reconstruction with Fourier-Constrained Diffusion Bridges

Usama Mirza, Onat Dalmaz, Hasan A Bedel, Gökberk Elmas, Alper Güngör, Tolga Çukur
May, 2024
Code
Type
Conference paper
Publication
32nd Annual Meeting of the International Society for Magnetic Resonance in Medicine (ISMRM), Singapore
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.