X-ray CT image denoising with MINF: A modularized iterative network framework for data from multiple dose levels.

Du, Qiang; Tang, Yufei; Wang, Jiping; Hou, Xiaowen; Wu, Zhongyi; Li, Ming; Yang, Xiaodong; Zheng, Jian

Du, Qiang; Tang, Yufei; Wang, Jiping; Hou, Xiaowen; Wu, Zhongyi; Li, Ming; Yang, Xiaodong; Zheng, Jian.

Afiliação

Du Q; Medical Imaging Department, Suzhou Institute of Biomedical Engineering and Technology, Chinese Academy of Sciences, Suzhou, 215163, China.
Tang Y; Medical Imaging Department, Suzhou Institute of Biomedical Engineering and Technology, Chinese Academy of Sciences, Suzhou, 215163, China; School of Biomedical Engineering (Suzhou), Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, 230026, China.
Wang J; Medical Imaging Department, Suzhou Institute of Biomedical Engineering and Technology, Chinese Academy of Sciences, Suzhou, 215163, China; Institute of Electronic Information Engineering, Changchun University of Science and Technology, Changchun, 130013, China.
Hou X; Minfound Medical Systems Co. Ltd., 8 Dongze Road, Yuecheng District, Shaoxing, Zhejiang, 312099, China.
Wu Z; Medical Imaging Department, Suzhou Institute of Biomedical Engineering and Technology, Chinese Academy of Sciences, Suzhou, 215163, China.
Li M; Medical Imaging Department, Suzhou Institute of Biomedical Engineering and Technology, Chinese Academy of Sciences, Suzhou, 215163, China; School of Biomedical Engineering (Suzhou), Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, 230026, China. Electroni
Yang X; Medical Imaging Department, Suzhou Institute of Biomedical Engineering and Technology, Chinese Academy of Sciences, Suzhou, 215163, China.
Zheng J; Medical Imaging Department, Suzhou Institute of Biomedical Engineering and Technology, Chinese Academy of Sciences, Suzhou, 215163, China; School of Biomedical Engineering (Suzhou), Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, 230026, China.

Comput Biol Med ; 152: 106419, 2023 01.

Article em En | MEDLINE | ID: mdl-36527781

Assuntos

Redes Neurais de Computação; Tomografia Computadorizada por Raios X; Raios X; Razão Sinal-Ruído; Doses de Radiação; Tomografia Computadorizada por Raios X/métodos; Processamento de Imagem Assistida por Computador/métodos; Algoritmos

Palavras-chave

Image denoising; Low-dose CT; Modularized iterative network framework; Multi-dose

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Tomografia Computadorizada por Raios X / Redes Neurais de Computação Tipo de estudo: Guideline Idioma: En Ano de publicação: 2023 Tipo de documento: Article

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