A real-time deep learning-based system for colorectal polyp size estimation by white-light endoscopy: development and multicenter prospective validation.

Abstract

Authors

• Jing Wang
  Endoscopy Center, Peking University Cancer Hospital and Institute, Beijing, China.
• Ying Li
  School of Information Engineering, Chang'an University, Xi'an 710010, China.
• Boru Chen
  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.
• Du Cheng
  Department of Gastroenterology, Renmin Hospital of Wuhan University, Wuhan, China.
• Fei Liao
  Ministry-of-Education Key Laboratory of Laboratory Medical Diagnostics, College of Laboratory Medicine, Chongqing Medical University, Chongqing 400016, China.
• Tao Tan
  Faculty of Applied Sciences, Macao Polytechnic University, Macao, China.
• Qinghong Xu
  Department of Endoscopy, Eighth Hospital of Wuhan, Wuhan, China.
• Zhifeng Liu
  Institute of Advanced Manufacturing and Intelligent Technology, Beijing University of Technology, Beijing 100022, China.
• Yuan Huang
  School of Electrical Engineering and Information, Sichuan University, Chengdu 610065, China.
• Ci Zhu
  Department of Endoscopy, Eighth Hospital of Wuhan, Wuhan, China.
• Wenbing Cao
  Department of Endoscopy, Eighth Hospital of Wuhan, Wuhan, China.
• Liwen Yao
  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.
• Zhifeng Wu
  From the Department of Radiology, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Third Hospital of Shanxi Medical University.
• Lianlian Wu
  Department of Gastroenterology, Renmin Hospital of Wuhan University, Wuhan, China.
• Chenxia Zhang
  Department of Gastroenterology, Hubei Provincial Clinical Research Center for Digestive Disease Minimally Invasive Incision, and Key Laboratory of Hubei Province for Digestive System Disease, Renmin Hospital of Wuhan University, Wuhan, China.
• Bing Xiao
  College of Food Science and Technology, Henan University of Technology Lianhua Street 100 Zhengzhou 450001 Henan Province P. R. China liuwei307@hotmail.com +86-371-67758022 +86-371-67758022.
• Ming Xu
  Shenyang Analytical Application Center, Shimadzu (China) Co. Ltd., Shenyang, 167 Qingnian Street, Shenyang, 110016, PR China.
• Jun Liu
  Department of Radiology, Second Xiangya Hospital, Changsha, Hunan, China.
• Shuyu Li
  School of Economics and Management, China University of Petroleum (East China), Qingdao, 266580, People's Republic of China.
• Honggang Yu
  Department of Gastroenterology, Renmin Hospital of Wuhan University, Wuhan, China.

Keywords

External Resources