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Quantitative evaluation of deep convolutional neural network-based image denoising for low-dose computed tomography

To minimize radiation risk, dose reduction is important in the diagnostic and therapeutic applications of computed tomography (CT). However, image noise degrades image quality owing to the reduced X-ray dose and a possible unacceptably reduced diagnostic performance. Deep learning approaches with co...

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書目詳細資料
發表在:Vis Comput Ind Biomed Art
Main Authors: Usui, Keisuke, Ogawa, Koichi, Goto, Masami, Sakano, Yasuaki, Kyougoku, Shinsuke, Daida, Hiroyuki
格式: Artigo
語言:Inglês
出版: Springer Singapore 2021
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在線閱讀:https://ncbi.nlm.nih.gov/pmc/articles/PMC8310822/
https://ncbi.nlm.nih.gov/pubmed/34304321
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s42492-021-00087-9
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