Low Dose CT Image Denoising Using a Generative Adversarial Network with Wasserstein Distance and Perceptual Loss

The continuous development and extensive use of CT in medical practice has raised a public concern over the associated radiation dose to the patient. Reducing the radiation dose may lead to increased noise and artifacts, which can adversely affect the radiologists judgement and confidence. Hence, ad...

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Vydáno v:IEEE Trans Med Imaging
Hlavní autoři: Yang, Qingsong, Yan, Pingkun, Zhang, Yanbo, Yu, Hengyong, Shi, Yongyi, Mou, Xuanqin, Kalra, Mannudeep K., Zhang, Yi, Sun, Ling, Wang, Ge
Médium: Artigo
Jazyk:Inglês
Vydáno: 2018
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Article
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC6021013/
https://ncbi.nlm.nih.gov/pubmed/29870364
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TMI.2018.2827462
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