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Deep learning reveals untapped information for local white-matter fiber reconstruction in diffusion-weighted MRI.
Nath, Vishwesh; Schilling, Kurt G; Parvathaneni, Prasanna; Hansen, Colin B; Hainline, Allison E; Huo, Yuankai; Blaber, Justin A; Lyu, Ilwoo; Janve, Vaibhav; Gao, Yurui; Stepniewska, Iwona; Anderson, Adam W; Landman, Bennett A.
Afiliação
  • Nath V; Computer Science, Vanderbilt University, Nashville, TN, USA. Electronic address: vishwesh.nath@vanderbilt.edu.
  • Schilling KG; Biomedical Engineering, Vanderbilt University, Nashville, TN, USA.
  • Parvathaneni P; Electrical Engineering, Vanderbilt University, Nashville, TN, USA.
  • Hansen CB; Computer Science, Vanderbilt University, Nashville, TN, USA.
  • Hainline AE; Biostatistics, Vanderbilt University, Nashville, TN, USA.
  • Huo Y; Biomedical Engineering, Vanderbilt University, Nashville, TN, USA.
  • Blaber JA; Electrical Engineering, Vanderbilt University, Nashville, TN, USA.
  • Lyu I; Computer Science, Vanderbilt University, Nashville, TN, USA.
  • Janve V; Vanderbilt University Institute of Imaging Science, Vanderbilt University Medical Center, Nashville, TN, USA.
  • Gao Y; Vanderbilt University Institute of Imaging Science, Vanderbilt University Medical Center, Nashville, TN, USA.
  • Stepniewska I; Psychology, Vanderbilt University, Nashville, TN, USA.
  • Anderson AW; Vanderbilt University Institute of Imaging Science, Vanderbilt University Medical Center, Nashville, TN, USA.
  • Landman BA; Computer Science, Vanderbilt University, Nashville, TN, USA; Biomedical Engineering, Vanderbilt University, Nashville, TN, USA; Electrical Engineering, Vanderbilt University, Nashville, TN, USA.
Magn Reson Imaging ; 62: 220-227, 2019 10.
Article em En | MEDLINE | ID: mdl-31323317
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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Encéfalo / Imagem de Difusão por Ressonância Magnética / Imagem de Tensor de Difusão / Substância Branca / Aprendizado Profundo Tipo de estudo: Prognostic_studies Limite: Animals / Humans Idioma: En Ano de publicação: 2019 Tipo de documento: Article
Texto completo
Imprimir
XML
PubMed Links
Buscar no Google

Texto completo: 1 Base de dados: MEDLINE Assunto principal: Encéfalo / Imagem de Difusão por Ressonância Magnética / Imagem de Tensor de Difusão / Substância Branca / Aprendizado Profundo Tipo de estudo: Prognostic_studies Limite: Animals / Humans Idioma: En Ano de publicação: 2019 Tipo de documento: Article