Efficacy of a whole slide image-based prediction model for lymph node metastasis in T1 colorectal cancer: A systematic review.

Journal: Journal of gastroenterology and hepatology
Published Date: Sep 26, 2024

Abstract

BACKGROUND AND AIM: Accurate stratification of the risk of lymph node metastasis (LNM) following endoscopic resection of submucosal invasive (T1) colorectal cancer (CRC) is imperative for determining the necessity for additional surgery. In this systematic review, we evaluated the efficacy of prediction of LNM by artificial intelligence (AI) models utilizing whole slide image (WSI) in patients with T1 CRC.

Authors

  • Katsuro Ichimasa
    Digestive Disease Center, Showa University, Northern Yokohama Hospital, Yokohama, Japan.
  • Yuta Kouyama
    Digestive Disease Center, Showa University, Northern Yokohama Hospital, Yokohama, Japan.
  • Shin-Ei Kudo
    Digestive Disease Center, Showa University Northern Yokohama Hospital, Tsuzuki-ku, Yokohama, 224-8503, Japan.
  • Yuki Takashina
    Digestive Disease Center, Showa University Northern Yokohama Hospital, Kanagawa, Japan.
  • Tetsuo Nemoto
    Department of Diagnostic Pathology, School of Medicine, Showa University Northern Yokohama Hospital, Kanagawa, Japan.
  • Jun Watanabe
    Department of Surgery, Gastroenterological Center Yokohama City University Medical Center Yokohama Japan.
  • Manabu Takamatsu
    Division of Pathology, The Cancer Institute; Department of Pathology, The Cancer Institute Hospital, Japanese Foundation for Cancer Research, Tokyo, Japan. Electronic address: manabu.takamatsu@jfcr.or.jp.
  • Yasuharu Maeda
    Digestive Disease Center, Showa University Northern Yokohama Hospital, Yokohama, Japan.
  • Khay Guan Yeoh
    Division of Gastroenterology and Hepatology, Department of Medicine, National University Hospital, Singapore; Yong Loo Lin School of Medicine, National University of Singapore, Singapore.
  • Hideyuki Miyachi
    Digestive Disease Center, Showa University, Northern Yokohama Hospital, Yokohama, Japan.
  • Masashi Misawa
    Digestive Disease Center, Showa University Northern Yokohama Hospital, Tsuzuki-ku, Yokohama, 224-8503, Japan.

Keywords

External Resources

Popular Topics
Recent Journals