Multi-contrast high-field quality image synthesis for portable low-field MRI using generative adversarial networks and paired data

Abstract

LowGAN generates synthetic high-field images with comparable visual and quantitative quality to actual high-field scans. Enhancing portable MRI image quality could add value and boost clinician confidence, enabling wider adoption of this technology.