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Constructing a tissue-specific texture prior by machine learning from previous full-dose scan for Bayesian reconstruction of current ultralow-dose CT images

Purpose: Bayesian theory provides a sound framework for ultralow-dose computed tomography (ULdCT) image reconstruction with two terms for modeling the data statistical property and incorporating a priori knowledge for the image that is to be reconstructed. We investigate the feasibility of using a m...

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Detalhes bibliográficos
Publicado no:J Med Imaging (Bellingham)
Main Authors: Gao, Yongfeng, Tan, Jiaxing, Shi, Yongyi, Lu, Siming, Gupta, Amit, Li, Haifang, Liang, Zhengrong
Formato: Artigo
Idioma:Inglês
Publicado em: Society of Photo-Optical Instrumentation Engineers 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7040436/
https://ncbi.nlm.nih.gov/pubmed/32118093
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1117/1.JMI.7.3.032502
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