A novel artificial intelligence-based endoscopic ultrasonography diagnostic system for diagnosing the invasion depth of early gastric cancer.

Journal: Journal of gastroenterology
Published Date:

Abstract

BACKGROUND: We developed an artificial intelligence (AI)-based endoscopic ultrasonography (EUS) system for diagnosing the invasion depth of early gastric cancer (EGC), and we evaluated the performance of this system.

Authors

  • Ryotaro Uema
    Department of Gastroenterology and Hepatology, Osaka University Graduate School of Medicine, Suita, Japan.
  • Yoshito Hayashi
    Department of Gastroenterology and Hepatology, Osaka University Graduate School of Medicine, Suita, Japan.
  • Takashi Kizu
    Department of Gastroenterology, Yao Municipal Hospital, Yao, Japan.
  • Takumi Igura
    Department of Gastroenterology, Sumitomo Hospital, Osaka, 530-0005, Japan.
  • Hideharu Ogiyama
    Department of Gastroenterology, Itami City Hospital, Hyogo, Japan.
  • Takuya Yamada
    Department of Gastroenterology, Osaka Rosai Hospital, Osaka, Japan.
  • Risato Takeda
    Department of Gastroenterology, Itami City Hospital, Itami, Japan.
  • Kengo Nagai
    Department of Gastroenterology, Suita Municipal Hospital, Suita, 564-0018, Japan.
  • Takuya Inoue
    Department of Gastroenterology, Osaka General Medical Center, Osaka, Japan.
  • Masashi Yamamoto
    Division of Gastrointestinal Surgery, Department of Surgery, Graduate School of Medicine, Kobe University, Kobe, Japan. m0125@med.kobe-u.ac.jp.
  • Shinjiro Yamaguchi
    Department of Gastroenterology, Kansai Rosai Hospital, Hyogo, Japan.
  • Takashi Kanesaka
    Department of Gastrointestinal Oncology Osaka International Cancer Institute Osaka Japan.
  • Takeo Yoshihara
    Department of Gastroenterology and Hepatology, Osaka University Graduate School of Medicine, Suita, Japan.
  • Minoru Kato
  • Shunsuke Yoshii
    Department of Gastroenterology and Hepatology, Osaka University Graduate School of Medicine, 2-2, Yamadaoka, Suita, Osaka, 565-0871, Japan.
  • Yoshiki Tsujii
    Department of Gastroenterology and Hepatology, Osaka University Graduate School of Medicine, Suita, Japan.
  • Shinichiro Shinzaki
    Department of Gastroenterology and Hepatology, Osaka University Graduate School of Medicine, 2-2, Yamadaoka, Suita, Osaka, 565-0871, Japan.
  • Tetsuo Takehara
    Department of Gastroenterology and Hepatology Osaka University, Graduate School of Medicine Osaka Japan.