MoDL-QSM: Model-based deep learning for quantitative susceptibility mapping.

Feng, Ruimin; Zhao, Jiayi; Wang, He; Yang, Baofeng; Feng, Jie; Shi, Yuting; Zhang, Ming; Liu, Chunlei; Zhang, Yuyao; Zhuang, Jie; Wei, Hongjiang

Feng, Ruimin; Zhao, Jiayi; Wang, He; Yang, Baofeng; Feng, Jie; Shi, Yuting; Zhang, Ming; Liu, Chunlei; Zhang, Yuyao; Zhuang, Jie; Wei, Hongjiang.

Afiliação

Feng R; School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, China.
Zhao J; School of Psychology, Shanghai University of Sport, Shanghai, China.
Wang H; Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai, China.
Yang B; Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai, China.
Feng J; School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, China.
Shi Y; School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, China.
Zhang M; School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, China.
Liu C; Department of Electrical Engineering and Computer Sciences, University of California, Berkeley, CA, USA; Helen Wills Neuroscience Institute, University of California, Berkeley, CA, USA.
Zhang Y; School of Information and Science and Technology, ShanghaiTech University, Shanghai, China.
Zhuang J; School of Psychology, Shanghai University of Sport, Shanghai, China.
Wei H; School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, China; Institute of Medical Robotics, Shanghai Jiao Tong University, Shanghai, China. Electronic address: hongjiang.wei@sjtu.edu.cn.

Neuroimage ; 240: 118376, 2021 10 15.

Article em En | MEDLINE | ID: mdl-34246768

Assuntos

Mapeamento Encefálico/métodos; Encéfalo/diagnóstico por imagem; Aprendizado Profundo; Processamento de Imagem Assistida por Computador/métodos; Imageamento por Ressonância Magnética/métodos; Redes Neurais de Computação; Encéfalo/fisiologia; Humanos

Palavras-chave

Deep convolutional neural networks; Dipole inversion; MRI magnetic resonance imaging; Model-based deep learning; QSM quantitative susceptibility mapping

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Processamento de Imagem Assistida por Computador / Encéfalo / Mapeamento Encefálico / Imageamento por Ressonância Magnética / Redes Neurais de Computação / Aprendizado Profundo Limite: Humans Idioma: En Revista: Neuroimage Assunto da revista: DIAGNOSTICO POR IMAGEM Ano de publicação: 2021 Tipo de documento: Article País de afiliação: China

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