Conditional WGANs with Adaptive Gradient Balancing for Sparse MRI Reconstruction

Itzik Malkiel, Sangtae Ahn, Valentina Taviani +3

Recent sparse MRI reconstruction models have used Deep Neural Networks (DNNs) to reconstruct relatively high-quality images from highly undersampled k-space data, enabling much fas…