Identification of Barrett's esophagus in endoscopic images using deep learning.

Journal: BMC gastroenterology
Published Date:

Abstract

BACKGROUND: Development of a deep learning method to identify Barrett's esophagus (BE) scopes in endoscopic images.

Authors

  • Wen Pan
    State Key Laboratory of Stress Cell Biology, School of Life Sciences, Xiamen University, Xiamen, Fujian 361102, P.R. China.
  • Xujia Li
    Department of General Surgery (Hepatobiliary Surgery), The Affiliated Hospital of Southwest Medical University, Taiping Street No.25, Luzhou, 646000, Sichuan, China.
  • Weijia Wang
    School of Information and Software Engineering, University of Electronic Science and Technology of China, Chengdu, China.
  • Linjing Zhou
    School of Information and Software Engineering, University of Electronic Science and Technology of China, Chengdu, China.
  • Jiali Wu
    Department of Anesthesiology, The Affiliated Hospital of Southwest Medical University, Taiping Street No.25, Luzhou, 646000, Sichuan, China.
  • Tao Ren
  • Chao Liu
    Anti-Drug Technology Center of Guangdong Province, National Anti-Drug Laboratory Guangdong Regional Center, Guangzhou 510230, China.
  • Muhan Lv
    Department of Digestion, The Affiliated Hospital of Southwest Medical University, Taiping Street No.25, Luzhou, 646000, Sichuan, China. lvmuhan@swmu.edu.cn.
  • Song Su
    Business School, Beijing Normal University, Beijing 100875, China. Electronic address: sus@bnu.edu.cn.
  • Yong Tang
    Department of Hepatobiliary Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China.