Brain MRI super-resolution using 3D generative adversarial networks

Irina Sanchez, Veronica Vilaplana

In this work we propose an adversarial learning approach to generate high resolution MRI scans from low resolution images. The architecture, based on the SRGAN model, adopts 3D con…