UMPIRE-Net: Unrolled Magnitude-Phase Regularization Network for Accelerated MRI

Mahdi Saberi, Toygan Kiliç, Mehmet Akçakaya

MRI reconstruction from undersampled k-space measurements is an ill-posed inverse problem. Physics-driven deep learning (PD-DL) methods have shown strong performance for this task…