PILN: A posterior information learning network for blind reconstruction of lung CT images.

Chi, Jianning; Sun, Zhiyi; Han, Xiaoying; Yu, Xiaosheng; Wang, Huan; Wu, Chengdong

Chi, Jianning; Sun, Zhiyi; Han, Xiaoying; Yu, Xiaosheng; Wang, Huan; Wu, Chengdong.

Afiliação

Chi J; Faculty of Robot Science and Engineering, Northeastern University, Shenyang 110167, China; Key Laboratory of Intelligent Computing in Medical Image of Ministry of Education, Northeastern University, Shenyang 110167, China. Electronic address: chijianning@mail.neu.edu.cn.
Sun Z; Faculty of Robot Science and Engineering, Northeastern University, Shenyang 110167, China.
Han X; Faculty of Robot Science and Engineering, Northeastern University, Shenyang 110167, China.
Yu X; Faculty of Robot Science and Engineering, Northeastern University, Shenyang 110167, China.
Wang H; Faculty of Robot Science and Engineering, Northeastern University, Shenyang 110167, China.
Wu C; Faculty of Robot Science and Engineering, Northeastern University, Shenyang 110167, China.

Comput Methods Programs Biomed ; 232: 107449, 2023 Apr.

Article em En | MEDLINE | ID: mdl-36871547

Assuntos

Processamento de Imagem Assistida por Computador; Tomografia Computadorizada por Raios X; Processamento de Imagem Assistida por Computador/métodos; Tomografia Computadorizada por Raios X/métodos; Pulmão/diagnóstico por imagem; Algoritmos; Computadores; Razão Sinal-Ruído

Palavras-chave

Attention mechanism; Blind image reconstruction; Computed tomography (CT) image processing; Deep convolutional neural network; Multiple degradations

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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Processamento de Imagem Assistida por Computador / Tomografia Computadorizada por Raios X Tipo de estudo: Guideline Idioma: En Ano de publicação: 2023 Tipo de documento: Article

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