Clinical feasibility of an abdominal thin-slice breath-hold single-shot fast spin echo sequence processed using a deep learning-based noise-reduction approach

Taku Tajima,Hiroyuki Akai,Koichiro Yasaka,Akira Kunimatsu,Masaaki Akahane,Naoki Yoshioka,Osamu Abe,Kuni Ohtomo,Shigeru Kiryu

Magnetic Resonance Imaging（2022）

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摘要

•Denoising approach with deep learning-based reconstruction (dDLR) is a novel method•dDLR was applied to pancreatic single-shot fast spin echo (single-shot FSE) sequence•The image quality of thin-slice single-shot FSE at 1.5 T was improved by dDLR•Denoised single-shot FSE was superior to respiratory-triggered FSE T2WI qualitatively

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关键词

Magnetic resonance imaging,Deep learning,Denoise,Acceleration,Pancreas,Single-shot fast spin echo

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