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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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Detalhes bibliográficos
Publicado no:Vis Comput Ind Biomed Art
Main Authors: Usui, Keisuke, Ogawa, Koichi, Goto, Masami, Sakano, Yasuaki, Kyougoku, Shinsuke, Daida, Hiroyuki
Formato: Artigo
Idioma:Inglês
Publicado em: Springer Singapore 2021
Assuntos:
Acesso em linha: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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