Endoscopic ultrasound diagnosis system based on deep learning in images capture and segmentation training of solid pancreatic masses.

Journal: Medical physics
Published Date:

Abstract

BACKGROUND: Early detection of solid pancreatic masses through contrast-enhanced harmonic endoscopic ultrasound (CH-EUS) is important. But CH-EUS is difficult to learn.

Authors

  • Anliu Tang
    Department of Gastroenterology, The Third Xiangya Hospital of Central South University, Hunan, China.
  • Pan Gong
    Department of Gastroenterology, Third Xiangya Hospital, Central South University, Changsha 410013, China.
  • Ning Fang
    Department of Gastroenterology, The Third Xiangya Hospital of Central South University, Changsha, Hunan, China.
  • Mingmei Ye
    Department of Gastroenterology, The Third Xiangya Hospital of Central South University, Changsha, Hunan, China.
  • Shan Hu
    School of Resources and Environmental Sciences of Wuhan University, Wuhan, China.
  • Jinzhu Liu
    Wuhan ENDOANGEL Medical Technology Company, Wuhan, China.
  • Wujun Wang
    Wuhan EndoAngel Medical Technology Co., Ltd., Wuhan, China.
  • Kui Gao
    Department of Gastroenterology, The Third Xiangya Hospital of Central South University, Changsha, China.
  • Xiaoyan Wang
    Key Laboratory of Systems Biomedicine (Ministry of Education), Shanghai Center for Systems Biomedicine, Shanghai Jiao Tong University, Shanghai, China.
  • Li Tian
    Department of Gastroenterology, Third Xiangya Hospital, Central South University, Changsha 410013, China. tianlixy3@csu.edu.cn.