1.7k citations · 2.4k across the 6 of their papers we have counts for
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Low Dose CT Image Denoising Using a Generative Adversarial Network with Wasserstein Distance and Perceptual Loss
Qingsong Yang, Pingkun Yan, Yanbo Zhang +5
In this paper, we introduce a new CT image denoising method based on the generative adversarial network (GAN) with Wasserstein distance and perceptual similarity. The Wasserstein d…
CT Image Reconstruction in a Low Dimensional Manifold
Wenxiang Cong, Ge Wang, Qingsong Yang +3
Regularization methods are commonly used in X-ray CT image reconstruction. Different regularization methods reflect the characterization of different prior knowledge of images. In…
CT Image Denoising with Perceptive Deep Neural Networks
Qingsong Yang, Pingkun Yan, Mannudeep K. Kalra +1
Increasing use of CT in modern medical practice has raised concerns over associated radiation dose. Reduction of radiation dose associated with CT can increase noise and artifacts,…