Learned spatiotemporal correlation priors for CEST image denoising using incorporated global-spectral convolution neural network.

Huan Chen,Xinran Chen,Liangjie Lin,Shuhui Cai,Congbo Cai,Zhong Chen,Jiadi Xu,Lin Chen

Magnetic resonance in medicine（2023）

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摘要

DECENT can well exploit the prior spatiotemporal correlation knowledge of CEST images and restore the noise-free images from their noisy observations, outperforming state-of-the-art denoising methods.

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关键词

chemical exchange saturation transfer, convolution neural network, deep learning, denoising, MRI

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