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Domain-Distance Adapted Super-Resolution Reconstruction of Low-Field MR Brain Images
2023-07-01
radiology and imaging
Title + abstract only
View on medRxiv
Show abstract
High detail and fast magnetic resonance imaging (MRI) sequences are highly demanded in clinical settings, as inadequate imaging information can lead to diagnostic difficulties. MR image super-resolution (SR) is a promising way to address this issue, but its performance is limited due to the practical difficulty of acquiring paired low- and high-resolution (LR and HR) images. Most existing methods generate these pairs by down-sampling HR images, a process that often fails to capture complex degra...
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