Biomedical physics & engineering expressTomographyX-Ray ComputedNeural NetworksComputerHumans
CSCST-Net: a fully sparse-regularized convolutional sparse coding network for low-dose CT denoising.
Jinxin Luo, Yi Liu, Tao Wang, Tingyue Liu, Junjing Li, Pengcheng Zhang, Zhiguo Gui
Published: 202510.1088/2057-1976/ae13b4
Abstract
Objective. Most low-dose computed tomography (LDCT) denoising methods based on CNN have some denoising effect, but their interpretability is very low due to the black-box nature of neural networks.Approach. To address this issue, we propose a novel f…
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