Article

Simultaneous Super-Resolution and Distortion Correction for Single-shot EPI DWI using Deep Learning

2021-12-03

Abstract excerpt

Single-shot echo planer imaging (SS-EPI) is widely used for clinical Diffusion-weighted magnetic resonance imaging (DWI) acquisitions. However, due to the limited bandwidth along the phase encoding direction, the obtained images suffer from distortion and blurring, which limits its clinical value for diagnosis. Here we proposed a deep learning-based image-quality-transfer method with a novel loss function with imp...

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Literature Corpus work: 221f8c0b-026d-535c-be39-7a63ab157d65
DOI: 10.1101/2021.12.03.470880

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