Stratification of gastric cancer risk using a deep neural network.

Journal: JGH open : an open access journal of gastroenterology and hepatology
Published Date: Dec 26, 2019

Abstract

BACKGROUND AND AIM: Stratifying gastric cancer (GC) risk and endoscopy findings in high-risk individuals may provide effective surveillance for GC. We developed a computerized image- analysis system for endoscopic images to stratify the risk of GC.

Authors

  • Hiroko Nakahira
    Department of Gastrointestinal Oncology Osaka International Cancer Institute Osaka Japan.
  • Ryu Ishihara
    Department of Gastrointestinal Oncology Osaka International Cancer Institute Osaka Japan.
  • Kazuharu Aoyama
    AI Medical Service Inc Tokyo Japan.
  • Mitsuhiro Kono
    Department of Gastrointestinal Oncology Osaka International Cancer Institute Osaka Japan.
  • Hiromu Fukuda
    Department of Gastrointestinal Oncology Osaka International Cancer Institute Osaka Japan.
  • Yusaku Shimamoto
    Department of Gastrointestinal Oncology Osaka International Cancer Institute Osaka Japan.
  • Kentaro Nakagawa
    Department of Gastrointestinal Oncology Osaka International Cancer Institute Osaka Japan.
  • Masayasu Ohmori
    Department of Gastrointestinal Oncology Osaka International Cancer Institute Osaka Japan.
  • Taro Iwatsubo
    Department of Gastrointestinal Oncology Osaka International Cancer Institute Osaka Japan.
  • Hiroyoshi Iwagami
    Department of Gastrointestinal Oncology Osaka International Cancer Institute Osaka Japan.
  • Kenshi Matsuno
    Department of Gastrointestinal Oncology Osaka International Cancer Institute Osaka Japan.
  • Shuntaro Inoue
    Department of Gastrointestinal Oncology Osaka International Cancer Institute Osaka Japan.
  • Noriko Matsuura
    Department of Gastrointestinal Oncology Osaka International Cancer Institute Osaka Japan.
  • Satoki Shichijo
    Department of Gastrointestinal Oncology Osaka International Cancer Institute Osaka Japan.
  • Akira Maekawa
    Department of Gastrointestinal Oncology Osaka International Cancer Institute Osaka Japan.
  • Takashi Kanesaka
    Department of Gastrointestinal Oncology Osaka International Cancer Institute Osaka Japan.
  • Sachiko Yamamoto
    Department of Gastrointestinal Oncology Osaka International Cancer Institute Osaka Japan.
  • Yoji Takeuchi
    Department of Gastrointestinal Oncology Osaka International Cancer Institute Osaka Japan.
  • Koji Higashino
    Department of Gastrointestinal Oncology Osaka International Cancer Institute Osaka Japan.
  • Noriya Uedo
    Department of Gastrointestinal Oncology Osaka International Cancer Institute Osaka Japan.
  • Takashi Matsunaga
    Department of Medical Informatics Osaka International Cancer Institute Osaka Japan.
  • Tomohiro Tada
    AI Medical Service Inc Tokyo Japan.

Keywords

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