Intelligent difficulty scoring and assistance system for endoscopic extraction of common bile duct stones based on deep learning: multicenter study.

Abstract

Authors

• Li Huang
  National Research Center for Resettlement (NRCR), Hohai University, 1 Xikang Road, Nanjing 210098, China. lily8214@hhu.edu.cn.
• Xiaoyan Lu
  Department of Integrative Cardiology, China-Japan Friendship Hospital, Beijing, China.
• Xu Huang
  Department of Gastroenterology, Renmin Hospital of Wuhan University, Wuhan, China.
• Xiaoping Zou
  Department of Gastroenterology, Nanjing Drum Tower Hospital of Nanjing University, Nanjing, China.
• Lianlian Wu
  Department of Gastroenterology, Renmin Hospital of Wuhan University, Wuhan, China.
• Zhongyin Zhou
  Department of Gastroenterology, Renmin Hospital of Wuhan University, Wuhan, China.
• Deqing Wu
  Department of Gastroenterology, Tenth People Hospital of Tongji University, Shanghai, China.
• Dehua Tang
  Department of Gastroenterology, Nanjing Drum Tower Hospital, Affiliated Drum Tower Hospital, Medical School of Nanjing University, 321 Zhongshan Road, Nanjing, Jiangsu 210008, China.
• Dingyuan Chen
  School of Mathematics and Computation Science, Anqing Normal University, Anqing 246133, China.
• Xinyue Wan
  Department of Gastroenterology, Renmin Hospital of Wuhan University, Wuhan, China.
• Zhongchao Zhu
  Department of Pancreatic Surgery, Renmin Hospital of Wuhan University, Wuhan, China.
• Tao Deng
  Department of Gastroenterology, Renmin Hospital of Wuhan University, Wuhan, China.
• Lei Shen
  Department of Gastroenterology, Renmin Hospital of Wuhan University, Wuhan, China.
• Jun Liu
  Department of Radiology, Second Xiangya Hospital, Changsha, Hunan, China.
• Yijie Zhu
  Department of Gastroenterology, Renmin Hospital of Wuhan University, Wuhan, China; Key Laboratory of Hubei Province for Digestive System Disease, Renmin Hospital of Wuhan University, Wuhan, China; Hubei Provincial Clinical Research Center for Digestive Disease Minimally Invasive Incision, Renmin Hospital of Wuhan University, Wuhan, China.
• Dexin Gong
  Department of Gastroenterology, Renmin Hospital of Wuhan University, Wuhan, China; Key Laboratory of Hubei Province for Digestive System Disease, Renmin Hospital of Wuhan University, Wuhan, China; Hubei Provincial Clinical Research Center for Digestive Disease Minimally Invasive Incision, Renmin Hospital of Wuhan University, Wuhan, China.
• Di Chen
  Department of Gastroenterology, Hainan General Hospital, Hainan Affiliated Hospital of Hainan Medical University, Haikou, China. Electronic address: 2389446889@qq.com.
• Yanfei Zhong
  State Key Laboratory of Information Engineering in Surveying, Mapping, and Remote Sensing, Wuhan University, Wuhan, China.
• Feng Liu
  Department of Vascular and Endovascular Surgery, The First Medical Center of Chinese PLA General Hospital, 100853 Beijing, China.
• Honggang Yu
  Department of Gastroenterology, Renmin Hospital of Wuhan University, Wuhan, China.

Keywords

External Resources