Feasibility of high-resolution magnetic resonance imaging of the liver using deep learning reconstruction based on the deep learning denoising technique

Masahiro Tanabe,Mayumi Higashi,Teppei Yonezawa,Takahiro Yamaguchi,Etsushi Iida,Matakazu Furukawa,Munemasa Okada,Kensuke Shinoda,Katsuyoshi Ito

Magnetic Resonance Imaging（2021）

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摘要

•Denoised HR imaging using DLR appears feasible for use in liver MR examinations.•The SNR on denoised HR image was significantly higher than that on the SR image.•The use of a DLR improved the image quality in HR imaging of the liver.

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关键词

Magnetic resonance imaging,Deep learning,Signal-to-noise ratio,Liver,Feasibility studies

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