Development and application of an artificial intelligence-assisted endoscopy system for diagnosis of Helicobacter pylori infection: a multicenter randomized controlled study.

Journal: BMC gastroenterology
PMID: 39350033

Abstract

BACKGROUND: The early diagnosis and treatment of Heliobacter pylori (H.pylori) gastrointestinal infection provide significant benefits to patients. We constructed a convolutional neural network (CNN) model based on an endoscopic system to diagnose H. pylori infection, and then examined the potential benefit of this model to endoscopists in their diagnosis of H. pylori infection.

Authors

  • Pei-Ying Zou
    Department of Gastroenterology, Chongqing Key Laboratory of Digestive, Malignancies, Daping Hospital, Army Medical University, Third Military Medical University), 10 Changjiang Branch Road, Chongqing, 400000, China.
  • Jian-Ru Zhu
    Department of Gastroenterology, Chongqing Key Laboratory of Digestive, Malignancies, Daping Hospital, Army Medical University, Third Military Medical University), 10 Changjiang Branch Road, Chongqing, 400000, China.
  • Zhe Zhao
    Paul G. Allen School for Global Animal Health, Washington State University, Pullman, WA, United States.
  • Hao Mei
    Department of Gastroenterology, Chongqing Key Laboratory of Digestive, Malignancies, Daping Hospital, Army Medical University, Third Military Medical University), 10 Changjiang Branch Road, Chongqing, 400000, China.
  • Jing-Tao Zhao
    Department of Gastroenterology, Chongqing Key Laboratory of Digestive, Malignancies, Daping Hospital, Army Medical University, Third Military Medical University), 10 Changjiang Branch Road, Chongqing, 400000, China.
  • Wen-Jing Sun
    Chongqing 13, People's Hospital, Chongqing, China.
  • Guo-Hua Wang
    ChongqingSkyforbioCo, Ltd.MR, Chongqing, China.
  • Dong-Feng Chen
    Department of Gastroenterology, Daping Hospital, Army Medical University (Third Military Medical University), Chongqing, 400042, China. chendf1981@126.com.
  • Li-Lin Fan
    Chongqing Jiulongpo District Second People's Hospital, Chongqing, China.
  • Chun-Hui Lan
    Department of Gastroenterology, Chongqing Key Laboratory of Digestive, Malignancies, Daping Hospital, Army Medical University, Third Military Medical University), 10 Changjiang Branch Road, Chongqing, 400000, China. lanchunhui@tmmu.edu.cn.

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