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Low-dose CT via convolutional neural network

In order to reduce the potential radiation risk, low-dose CT has attracted an increasing attention. However, simply lowering the radiation dose will significantly degrade the image quality. In this paper, we propose a new noise reduction method for low-dose CT via deep learning without accessing ori...

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Détails bibliographiques
Publié dans:Biomed Opt Express
Auteurs principaux: Chen, Hu, Zhang, Yi, Zhang, Weihua, Liao, Peixi, Li, Ke, Zhou, Jiliu, Wang, Ge
Format: Artigo
Langue:Inglês
Publié: Optical Society of America 2017
Sujets:
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC5330597/
https://ncbi.nlm.nih.gov/pubmed/28270976
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1364/BOE.8.000679
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