Multi-scale GANs for Memory-efficient Generation of High Resolution Medical Images

Hristina Uzunova, Jan Ehrhardt, Fabian Jacob +2

Currently generative adversarial networks (GANs) are rarely applied to medical images of large sizes, especially 3D volumes, due to their large computational demand. We propose a n…