StruNet: Perceptual and low-rank regularized transformer for medical image denoising.

Yuhui Ma,Qifeng Yan,Yonghuai Liu,Jiang Liu,Jiong Zhang,Yitian Zhao

Medical physics（2023）

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摘要

The results demonstrate that the proposed architecture yields a promising performance of suppressing multiform noise artifacts existing in different imaging modalities.

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关键词

low-rank regularization, medical image denoising, perceptual loss, Swin transformer

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