Accelerated and quantitative three-dimensional molecular MRI using a generative adversarial network.

Jonah Weigand-Whittier,Maria Sedykh,Kai Herz,Jaume Coll-Font,Anna N Foster,Elizabeth R Gerstner,Christopher Nguyen,Moritz Zaiss,Christian T Farrar,Or Perlman

Magnetic resonance in medicine（2023）

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摘要

GAN-ST can substantially reduce the acquisition time for quantitative semi-solid MT/CEST mapping, while retaining performance even when facing pathologies and scanner models that were not available during training.

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关键词

chemical exchange saturation transfer,generative adversarial network,magnetic resonance fingerprinting,magnetization transfer,pH,quantitative imaging

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