Article

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

2023-12-29

Abstract excerpt

<h4>Introduction</h4> Portable low-field strength (64mT) MRI scanners promise to increase access to neuroimaging for clinical and research purposes, however these devices produce lower quality images compared to high-field scanners. In this study, we developed and evaluated a deep learning architecture to generate high-field quality brain images from low-field inputs using a paired dataset of multiple sclerosis (...

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Literature Corpus work: d813a54d-fac6-5169-94a0-4358781e51b6
DOI: 10.1101/2023.12.28.23300409

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