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The Utility of Applying Various Image Preprocessing Strategies to Reduce the Ambiguity in Deep Learning-based Clinical Image Diagnosis.
Tachibana, Yasuhiko; Obata, Takayuki; Kershaw, Jeff; Sakaki, Hironao; Urushihata, Takuya; Omatsu, Tokuhiko; Kishimoto, Riwa; Higashi, Tatsuya.
Afiliação
  • Tachibana Y; Applied MRI Research, Department of Molecular Imaging and Theranostics, National Institute of Radiological Sciences, National Institutes for Quantum and Radiological Science and Technology.
  • Obata T; Applied MRI Research, Department of Molecular Imaging and Theranostics, National Institute of Radiological Sciences, National Institutes for Quantum and Radiological Science and Technology.
  • Kershaw J; Applied MRI Research, Department of Molecular Imaging and Theranostics, National Institute of Radiological Sciences, National Institutes for Quantum and Radiological Science and Technology.
  • Sakaki H; Kansai Photon Science Institute, National Institutes for Quantum and Radiological Science and Technology.
  • Urushihata T; Department of Functional Brain Imaging Research, National Institute of Radiological Sciences, National Institutes for Quantum and Radiological Science and Technology.
  • Omatsu T; Applied MRI Research, Department of Molecular Imaging and Theranostics, National Institute of Radiological Sciences, National Institutes for Quantum and Radiological Science and Technology.
  • Kishimoto R; Applied MRI Research, Department of Molecular Imaging and Theranostics, National Institute of Radiological Sciences, National Institutes for Quantum and Radiological Science and Technology.
  • Higashi T; Department of Molecular Imaging and Theranostics, National Institute of Radiological Sciences, National Institutes for Quantum and Radiological Science and Technology.
Magn Reson Med Sci ; 19(2): 92-98, 2020 May 01.
Article em En | MEDLINE | ID: mdl-31080211
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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Imageamento por Ressonância Magnética / Interpretação de Imagem Assistida por Computador / Aprendizado Profundo Idioma: En Ano de publicação: 2020 Tipo de documento: Article
Texto completo
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XML
PubMed Links
Buscar no Google

Texto completo: 1 Base de dados: MEDLINE Assunto principal: Imageamento por Ressonância Magnética / Interpretação de Imagem Assistida por Computador / Aprendizado Profundo Idioma: En Ano de publicação: 2020 Tipo de documento: Article