Multi-material decomposition of spectral CT images via Fully Convolutional DenseNets.

Wu, Xiaochuan; He, Peng; Long, Zourong; Guo, Xiaodong; Chen, Mianyi; Ren, Xuezhi; Chen, Peijun; Deng, Luzhen; An, Kang; Li, Pengcheng; Wei, Biao; Feng, Peng

Wu, Xiaochuan; He, Peng; Long, Zourong; Guo, Xiaodong; Chen, Mianyi; Ren, Xuezhi; Chen, Peijun; Deng, Luzhen; An, Kang; Li, Pengcheng; Wei, Biao; Feng, Peng.

Afiliação

Wu X; The Key Lab of Optoelectronic Technology and Systems of the Education Ministry of China, Chongqing University, Chongqing, China.
He P; The Key Lab of Optoelectronic Technology and Systems of the Education Ministry of China, Chongqing University, Chongqing, China.
Long Z; Collaborative Innovation Center for Brain Science, Chongqing University, Chongqing, China.
Guo X; ICT NDT Engineering Research Center, Ministry of Education, Chongqing University, Chongqing, China.
Chen M; The Key Lab of Optoelectronic Technology and Systems of the Education Ministry of China, Chongqing University, Chongqing, China.
Ren X; The Key Lab of Optoelectronic Technology and Systems of the Education Ministry of China, Chongqing University, Chongqing, China.
Chen P; The Key Lab of Optoelectronic Technology and Systems of the Education Ministry of China, Chongqing University, Chongqing, China.
Deng L; The Key Lab of Optoelectronic Technology and Systems of the Education Ministry of China, Chongqing University, Chongqing, China.
An K; The Key Lab of Optoelectronic Technology and Systems of the Education Ministry of China, Chongqing University, Chongqing, China.
Li P; The Key Lab of Optoelectronic Technology and Systems of the Education Ministry of China, Chongqing University, Chongqing, China.
Wei B; ICT NDT Engineering Research Center, Ministry of Education, Chongqing University, Chongqing, China.
Feng P; The Key Lab of Optoelectronic Technology and Systems of the Education Ministry of China, Chongqing University, Chongqing, China.

J Xray Sci Technol ; 27(3): 461-471, 2019.

Article em En | MEDLINE | ID: mdl-31177260

Assuntos

Aprendizado Profundo; Processamento de Imagem Assistida por Computador/métodos; Imagem Radiográfica a Partir de Emissão de Duplo Fóton/métodos; Tomografia Computadorizada por Raios X/métodos; Animais; Calibragem; Camundongos; Fótons; Razão Sinal-Ruído

Palavras-chave

Spectral CT; deep learning; material decomposition; photon-counting detector

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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Processamento de Imagem Assistida por Computador / Tomografia Computadorizada por Raios X / Imagem Radiográfica a Partir de Emissão de Duplo Fóton / Aprendizado Profundo Tipo de estudo: Prognostic_studies Limite: Animals Idioma: En Revista: J Xray Sci Technol Assunto da revista: RADIOLOGIA Ano de publicação: 2019 Tipo de documento: Article País de afiliação: China

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