Assessment of Helicobacter pylori infection by deep learning based on endoscopic videos in real time.

Journal: Digestive and liver disease : official journal of the Italian Society of Gastroenterology and the Italian Association for the Study of the Liver
PMID: 36872201

Abstract

BACKGROUND AND AIMS: Endoscopic assessment of Helicobacter pylori infection is a simple and effective method. Here, we aimed to develop a deep learning-based system named Intelligent Detection Endoscopic Assistant-Helicobacter pylori (IDEA-HP) to assess H. pylori infection by using endoscopic videos in real time.

Authors

  • Yan-Dong Li
    Department of Endoscopy, The Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, Zhejiang, China.
  • Huo-Gen Wang
    Hithink RoyalFlush Information Network Co., Ltd, Hangzhou, China.
  • Sheng-Sen Chen
    Department of Endoscopy, Zhejiang Cancer Hospital, Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, China.
  • Jiang-Ping Yu
    Department of Endoscopy, The Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, Zhejiang, China.
  • Rong-Wei Ruan
    Department of Endoscopy, The Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, Zhejiang, China.
  • Chao-Hui Jin
    Hithink RoyalFlush Information Network Co., Ltd, Hangzhou, China.
  • Ming Chen
    Department of Critical Care Medicine, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, Jiangsu, China.
  • Jia-Yan Jin
    Hithink RoyalFlush Information Network Co., Ltd, Hangzhou, China.
  • Shi Wang
    Ministry of Education Key Laboratory of Marine Genetics and Breeding, Ocean University of China, Qingdao, China.

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