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

Huan ChenXinran ChenLiangjie LinShuhui CaiCongbo CaiZhong ChenJiadi XuLin Chen
Published in: Magnetic resonance in medicine (2023)
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.
Keyphrases
  • neural network
  • convolutional neural network
  • deep learning
  • optical coherence tomography
  • healthcare
  • air pollution
  • machine learning
  • computed tomography
  • magnetic resonance imaging
  • contrast enhanced