Accelerating GluCEST imaging using deep learning for B<sub>0</sub> correction.

Li, Yiran; Xie, Danfeng; Cember, Abigail; Nanga, Ravi Prakash Reddy; Yang, Hanlu; Kumar, Dushyant; Hariharan, Hari; Bai, Li; Detre, John A; Reddy, Ravinder; Wang, Ze

Accelerating GluCEST imaging using deep learning for B₀ correction.

Li, Yiran; Xie, Danfeng; Cember, Abigail; Nanga, Ravi Prakash Reddy; Yang, Hanlu; Kumar, Dushyant; Hariharan, Hari; Bai, Li; Detre, John A; Reddy, Ravinder; Wang, Ze.

Afiliação

Li Y; Department of Electrical and Computer Engineering, Temple University, Philadelphia, Pennsylvania, USA.
Xie D; Department of Electrical and Computer Engineering, Temple University, Philadelphia, Pennsylvania, USA.
Cember A; Department of Radiology, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA.
Nanga RPR; Department of Radiology, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA.
Yang H; Department of Electrical and Computer Engineering, Temple University, Philadelphia, Pennsylvania, USA.
Kumar D; Department of Radiology, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA.
Hariharan H; Department of Radiology, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA.
Bai L; Department of Electrical and Computer Engineering, Temple University, Philadelphia, Pennsylvania, USA.
Detre JA; Department of Neurology, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA.
Reddy R; Department of Radiology, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA.
Wang Z; Department of Diagnostic Radiology and Nuclear Medicine, University of Maryland School of Medicine, Baltimore, Maryland, USA.

Magn Reson Med ; 84(4): 1724-1733, 2020 10.

Article em En | MEDLINE | ID: mdl-32301185

Assuntos

Aprendizado Profundo; Ácido Glutâmico; Encéfalo/diagnóstico por imagem; Mapeamento Encefálico; Humanos; Imageamento por Ressonância Magnética

Palavras-chave

GluCEST; deep learning; deep residual network; wide activation

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Ácido Glutâmico / Aprendizado Profundo Limite: Humans Idioma: En Revista: Magn Reson Med Assunto da revista: DIAGNOSTICO POR IMAGEM Ano de publicação: 2020 Tipo de documento: Article País de afiliação: Estados Unidos

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