Objective Assessment of the Utility of Chromoendoscopy with a Support Vector Machine.

Journal: Journal of gastrointestinal cancer
Published Date: Sep 1, 2019

Abstract

PURPOSE: The utility of chromoendoscopy for early gastric cancer (GC) was determined by machine learning using data of color differences.

Authors

  • Ryo Ogawa
    Agro-Ecological Modeling Group, Institute of Crop Science and Resource Conservation, University of Bonn, Bonn, Germany.
  • Jun Nishikawa
    Department of Laboratory Science, Yamaguchi University Graduate School of Medicine, 1-1-1 Minamikogushi, Ube, Japan. junnis@yamaguchi-u.ac.jp.
  • Eizaburo Hideura
    Department of Gastroenterology and Hepatology, Yamaguchi University Graduate School of Medicine, 1-1-1 Minamikogushi, Ube, Japan.
  • Atsushi Goto
    Department of Gastroenterology and Hepatology, Yamaguchi University Graduate School of Medicine, 1-1-1 Minamikogushi, Ube, Japan.
  • Yurika Koto
    Department of Gastroenterology and Hepatology, Yamaguchi University Graduate School of Medicine, 1-1-1 Minamikogushi, Ube, Japan.
  • Shunsuke Ito
    Department of Gastroenterology and Hepatology, Yamaguchi University Graduate School of Medicine, 1-1-1 Minamikogushi, Ube, Japan.
  • Madoka Unno
    Department of Gastroenterology and Hepatology, Yamaguchi University Graduate School of Medicine, 1-1-1 Minamikogushi, Ube, Japan.
  • Yuko Yamaoka
    Department of Gastroenterology and Hepatology, Yamaguchi University Graduate School of Medicine, 1-1-1 Minamikogushi, Ube, Japan.
  • Ryo Kawasato
    Department of Gastroenterology and Hepatology, Yamaguchi University Graduate School of Medicine, 1-1-1 Minamikogushi, Ube, Japan.
  • Shinichi Hashimoto
    Department of Gastroenterology and Hepatology, Yamaguchi University Graduate School of Medicine, 1-1-1 Minamikogushi, Ube, Japan.
  • Takeshi Okamoto
    Department of Gastroenterology and Hepatology, Yamaguchi University Graduate School of Medicine, 1-1-1 Minamikogushi, Ube, Japan.
  • Hiroyuki Ogihara
    Department of Biomolecular Engineering Applied Molecular Bioscience, Yamaguchi University Graduate School of Medicine, 2-16-1 Tokiwadai, Ube, Japan.
  • Yoshihiko Hamamoto
    Division of Electrical, Electronic and Information Engineering, Yamaguchi University Graduate School of Sciences and Technology for Innovation, 2-16-1 Tokiwadai, Ube, Japan.
  • Isao Sakaida
    Department of Gastroenterology and Hepatology, Yamaguchi University Graduate School of Medicine, 1-1-1 Minamikogushi, Ube, Japan.

Keywords

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