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Dynamic contrast-enhanced computed tomography diagnosis of primary liver cancers using transfer learning of pretrained convolutional neural networks: Is registration of multiphasic images necessary?
Yamada, Akira; Oyama, Kazuki; Fujita, Sachie; Yoshizawa, Eriko; Ichinohe, Fumihito; Komatsu, Daisuke; Fujinaga, Yasunari.
  • Yamada A; Department of Radiology, Shinshu University School of Medicine, 3-1-1 Asahi, Matsumoto, Nagano, 390-8621, Japan. a_yamada@shinshu-u.ac.jp.
  • Oyama K; Department of Radiology, Shinshu University School of Medicine, 3-1-1 Asahi, Matsumoto, Nagano, 390-8621, Japan.
  • Fujita S; Department of Radiology, Shinshu University School of Medicine, 3-1-1 Asahi, Matsumoto, Nagano, 390-8621, Japan.
  • Yoshizawa E; Department of Radiology, Shinshu University School of Medicine, 3-1-1 Asahi, Matsumoto, Nagano, 390-8621, Japan.
  • Ichinohe F; Department of Radiology, Shinshu University School of Medicine, 3-1-1 Asahi, Matsumoto, Nagano, 390-8621, Japan.
  • Komatsu D; Department of Radiology, Shinshu University School of Medicine, 3-1-1 Asahi, Matsumoto, Nagano, 390-8621, Japan.
  • Fujinaga Y; Department of Radiology, Shinshu University School of Medicine, 3-1-1 Asahi, Matsumoto, Nagano, 390-8621, Japan.
Int J Comput Assist Radiol Surg ; 14(8): 1295-1301, 2019 Aug.
Article en En | MEDLINE | ID: mdl-31054130
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Texto completo: 1 Banco de datos: MEDLINE Asunto principal: Procesamiento de Imagen Asistido por Computador / Redes Neurales de la Computación / Carcinoma Hepatocelular / Tomografía Computarizada Espiral / Neoplasias Hepáticas Tipo de estudio: Diagnostic_studies / Observational_studies / Prognostic_studies Límite: Aged / Female / Humans / Male / Middle aged Idioma: En Año: 2019 Tipo del documento: Article
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Texto completo: 1 Banco de datos: MEDLINE Asunto principal: Procesamiento de Imagen Asistido por Computador / Redes Neurales de la Computación / Carcinoma Hepatocelular / Tomografía Computarizada Espiral / Neoplasias Hepáticas Tipo de estudio: Diagnostic_studies / Observational_studies / Prognostic_studies Límite: Aged / Female / Humans / Male / Middle aged Idioma: En Año: 2019 Tipo del documento: Article