Contrast-enhanced harmonic endoscopic ultrasound (CH-EUS) MASTER: A novel deep learning-based system in pancreatic mass diagnosis.

Journal: Cancer medicine
PMID:

Abstract

BACKGROUND AND AIMS: Distinguishing pancreatic cancer from nonneoplastic masses is critical and remains a clinical challenge. The study aims to construct a deep learning-based artificial intelligence system to facilitate pancreatic mass diagnosis, and to guide EUS-guided fine-needle aspiration (EUS-FNA) in real time.

Authors

  • Anliu Tang
    Department of Gastroenterology, The Third Xiangya Hospital of Central South University, Hunan, China.
  • Li Tian
    Department of Gastroenterology, Third Xiangya Hospital, Central South University, Changsha 410013, China. tianlixy3@csu.edu.cn.
  • Kui Gao
    Department of Gastroenterology, The Third Xiangya Hospital of Central South University, Changsha, China.
  • Rui Liu
    School of Education, China West Normal University, Nanchong, Sichuan, China.
  • Shan Hu
    School of Resources and Environmental Sciences of Wuhan University, Wuhan, China.
  • Jinzhu Liu
    Wuhan ENDOANGEL Medical Technology Company, Wuhan, China.
  • Jiahao Xu
    School of Ophthalmology and Eye Hospital, Wenzhou Medical University, Wenzhou, Zhejiang, China.
  • Tian Fu
    Department of Respiratory Medicine, Jining NO.1 People's Hospital, Jiankang Road, Jining City, Shandong Province, 272000, People's Republic of China.
  • Zinan Zhang
    Department of Gastroenterology, Beijing Friendship Hospital, Capital Medical University, Beijing 100050.
  • Wujun Wang
    Wuhan EndoAngel Medical Technology Co., Ltd., Wuhan, China.
  • Long Zeng
    Wuhan EndoAngel Medical Technology Co., Ltd., Wuhan, China.
  • Weiming Qu
    Department of Gastroenterology, Zhuzhou Central Hospital, Zhuzhou, China.
  • Yong Dai
    Department of Forensic Science, Sichuan Police College, Luzhou, China.
  • Ruirui Hou
    Department of Gastroenterology, General Hospital of Ningxia Medical University, Ningxia, China.
  • Shoujiang Tang
    Division of Digestive Diseases, Department of Medicine, University of Mississippi Medical Center, Jackson, United States.
  • Xiaoyan Wang
    Key Laboratory of Systems Biomedicine (Ministry of Education), Shanghai Center for Systems Biomedicine, Shanghai Jiao Tong University, Shanghai, China.