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Detection of gastritis by a deep convolutional neural network from double-contrast upper gastrointestinal barium X-ray radiography.
Togo, Ren; Yamamichi, Nobutake; Mabe, Katsuhiro; Takahashi, Yu; Takeuchi, Chihiro; Kato, Mototsugu; Sakamoto, Naoya; Ishihara, Kenta; Ogawa, Takahiro; Haseyama, Miki.
Affiliation
  • Togo R; Graduate School of Information Science and Technology, Hokkaido University, N-14, W-9, Kita-ku, Sapporo, Hokkaido, 060-0814, Japan.
  • Yamamichi N; Department of Gastroenterology, Graduate School of Medicine, The University of Tokyo, 7-3-1, Hongo, Bunkyo-ku, Tokyo, 113-8655, Japan.
  • Mabe K; Department of Gastroenterology, National Hospital Organization Hakodate Hospital, 18-16, Kawahara-cho, Hakodate City, Hokkaido, 041-8512, Japan. katsumabe@me.com.
  • Takahashi Y; Department of Gastroenterology, Graduate School of Medicine, The University of Tokyo, 7-3-1, Hongo, Bunkyo-ku, Tokyo, 113-8655, Japan.
  • Takeuchi C; Department of Gastroenterology, Graduate School of Medicine, The University of Tokyo, 7-3-1, Hongo, Bunkyo-ku, Tokyo, 113-8655, Japan.
  • Kato M; Department of Gastroenterology, National Hospital Organization Hakodate Hospital, 18-16, Kawahara-cho, Hakodate City, Hokkaido, 041-8512, Japan.
  • Sakamoto N; Department of Gastroenterology, Hokkaido University Graduate School of Medicine, Sapporo, 060-8648, Japan.
  • Ishihara K; Graduate School of Information Science and Technology, Hokkaido University, N-14, W-9, Kita-ku, Sapporo, Hokkaido, 060-0814, Japan.
  • Ogawa T; Graduate School of Information Science and Technology, Hokkaido University, N-14, W-9, Kita-ku, Sapporo, Hokkaido, 060-0814, Japan.
  • Haseyama M; Graduate School of Information Science and Technology, Hokkaido University, N-14, W-9, Kita-ku, Sapporo, Hokkaido, 060-0814, Japan.
J Gastroenterol ; 54(4): 321-329, 2019 Apr.
Article in En | MEDLINE | ID: mdl-30284046
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Barium / Neural Networks, Computer / Deep Learning / Gastritis Type of study: Diagnostic_studies / Observational_studies / Risk_factors_studies Limits: Female / Humans / Male / Middle aged Language: En Journal: J Gastroenterol Journal subject: GASTROENTEROLOGIA Year: 2019 Document type: Article Affiliation country: Japón Country of publication: Japón
Fulltext
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Barium / Neural Networks, Computer / Deep Learning / Gastritis Type of study: Diagnostic_studies / Observational_studies / Risk_factors_studies Limits: Female / Humans / Male / Middle aged Language: En Journal: J Gastroenterol Journal subject: GASTROENTEROLOGIA Year: 2019 Document type: Article Affiliation country: Japón Country of publication: Japón