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Multi-contrast high-field quality image synthesis for portable low-field MRI using generative adversarial networks and paired data
2023-12-29
radiology and imaging
Title + abstract only
View on medRxiv
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IntroductionPortable 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 (MS) patients scanned at 64mT and 3T. MethodsA total of 49 MS patients were scanned on portabl...
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