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

Jing Wang‡

1   Department of Gastroenterology, Renmin Hospital of Wuhan University, Wuhan, China (Ringgold ID: RIN117921)

2   Hubei Provincial Clinical Research Center for Digestive Disease Minimally Invasive Incision, Renmin Hospital of Wuhan University, Wuhan, China (Ringgold ID: RIN117921)

3   Hubei Key Laboratory of Digestive System, Renmin Hospital of Wuhan University, Wuhan, China (Ringgold ID: RIN117921)

4   Engineering Research Center for Artificial Intelligence Endoscopy Interventional Treatment of Hubei Province, Renmin Hospital of Wuhan University, Wuhan, China (Ringgold ID: RIN117921)

,

Ying Li‡

5   Department of Endoscopy, Eighth Hospital of Wuhan, Wuhan, China

,

Boru Chen

1   Department of Gastroenterology, Renmin Hospital of Wuhan University, Wuhan, China (Ringgold ID: RIN117921)

2   Hubei Provincial Clinical Research Center for Digestive Disease Minimally Invasive Incision, Renmin Hospital of Wuhan University, Wuhan, China (Ringgold ID: RIN117921)

3   Hubei Key Laboratory of Digestive System, Renmin Hospital of Wuhan University, Wuhan, China (Ringgold ID: RIN117921)

4   Engineering Research Center for Artificial Intelligence Endoscopy Interventional Treatment of Hubei Province, Renmin Hospital of Wuhan University, Wuhan, China (Ringgold ID: RIN117921)

,

Du Cheng

1   Department of Gastroenterology, Renmin Hospital of Wuhan University, Wuhan, China (Ringgold ID: RIN117921)

2   Hubei Provincial Clinical Research Center for Digestive Disease Minimally Invasive Incision, Renmin Hospital of Wuhan University, Wuhan, China (Ringgold ID: RIN117921)

3   Hubei Key Laboratory of Digestive System, Renmin Hospital of Wuhan University, Wuhan, China (Ringgold ID: RIN117921)

4   Engineering Research Center for Artificial Intelligence Endoscopy Interventional Treatment of Hubei Province, Renmin Hospital of Wuhan University, Wuhan, China (Ringgold ID: RIN117921)

,

Fei Liao

1   Department of Gastroenterology, Renmin Hospital of Wuhan University, Wuhan, China (Ringgold ID: RIN117921)

2   Hubei Provincial Clinical Research Center for Digestive Disease Minimally Invasive Incision, Renmin Hospital of Wuhan University, Wuhan, China (Ringgold ID: RIN117921)

3   Hubei Key Laboratory of Digestive System, Renmin Hospital of Wuhan University, Wuhan, China (Ringgold ID: RIN117921)

4   Engineering Research Center for Artificial Intelligence Endoscopy Interventional Treatment of Hubei Province, Renmin Hospital of Wuhan University, Wuhan, China (Ringgold ID: RIN117921)

,

Tao Tan

6   Department of Endoscopy, Third People‘s Hospital of Hubei Province, Wuhan, China (Ringgold ID: RIN648671)

,

Qinghong Xu

5   Department of Endoscopy, Eighth Hospital of Wuhan, Wuhan, China

,

Zhifeng Liu

6   Department of Endoscopy, Third People‘s Hospital of Hubei Province, Wuhan, China (Ringgold ID: RIN648671)

,

Yuan Huang

5   Department of Endoscopy, Eighth Hospital of Wuhan, Wuhan, China

,

Ci Zhu

5   Department of Endoscopy, Eighth Hospital of Wuhan, Wuhan, China

,

Wenbing Cao

5   Department of Endoscopy, Eighth Hospital of Wuhan, Wuhan, China

,

Liwen Yao

1   Department of Gastroenterology, Renmin Hospital of Wuhan University, Wuhan, China (Ringgold ID: RIN117921)

2   Hubei Provincial Clinical Research Center for Digestive Disease Minimally Invasive Incision, Renmin Hospital of Wuhan University, Wuhan, China (Ringgold ID: RIN117921)

3   Hubei Key Laboratory of Digestive System, Renmin Hospital of Wuhan University, Wuhan, China (Ringgold ID: RIN117921)

4   Engineering Research Center for Artificial Intelligence Endoscopy Interventional Treatment of Hubei Province, Renmin Hospital of Wuhan University, Wuhan, China (Ringgold ID: RIN117921)

,

Zhifeng Wu

1   Department of Gastroenterology, Renmin Hospital of Wuhan University, Wuhan, China (Ringgold ID: RIN117921)

2   Hubei Provincial Clinical Research Center for Digestive Disease Minimally Invasive Incision, Renmin Hospital of Wuhan University, Wuhan, China (Ringgold ID: RIN117921)

3   Hubei Key Laboratory of Digestive System, Renmin Hospital of Wuhan University, Wuhan, China (Ringgold ID: RIN117921)

4   Engineering Research Center for Artificial Intelligence Endoscopy Interventional Treatment of Hubei Province, Renmin Hospital of Wuhan University, Wuhan, China (Ringgold ID: RIN117921)

,

Lianlian Wu

1   Department of Gastroenterology, Renmin Hospital of Wuhan University, Wuhan, China (Ringgold ID: RIN117921)

2   Hubei Provincial Clinical Research Center for Digestive Disease Minimally Invasive Incision, Renmin Hospital of Wuhan University, Wuhan, China (Ringgold ID: RIN117921)

3   Hubei Key Laboratory of Digestive System, Renmin Hospital of Wuhan University, Wuhan, China (Ringgold ID: RIN117921)

4   Engineering Research Center for Artificial Intelligence Endoscopy Interventional Treatment of Hubei Province, Renmin Hospital of Wuhan University, Wuhan, China (Ringgold ID: RIN117921)

,

Chenxia Zhang

1   Department of Gastroenterology, Renmin Hospital of Wuhan University, Wuhan, China (Ringgold ID: RIN117921)

2   Hubei Provincial Clinical Research Center for Digestive Disease Minimally Invasive Incision, Renmin Hospital of Wuhan University, Wuhan, China (Ringgold ID: RIN117921)

3   Hubei Key Laboratory of Digestive System, Renmin Hospital of Wuhan University, Wuhan, China (Ringgold ID: RIN117921)

4   Engineering Research Center for Artificial Intelligence Endoscopy Interventional Treatment of Hubei Province, Renmin Hospital of Wuhan University, Wuhan, China (Ringgold ID: RIN117921)

,

Bing Xiao

1   Department of Gastroenterology, Renmin Hospital of Wuhan University, Wuhan, China (Ringgold ID: RIN117921)

2   Hubei Provincial Clinical Research Center for Digestive Disease Minimally Invasive Incision, Renmin Hospital of Wuhan University, Wuhan, China (Ringgold ID: RIN117921)

3   Hubei Key Laboratory of Digestive System, Renmin Hospital of Wuhan University, Wuhan, China (Ringgold ID: RIN117921)

4   Engineering Research Center for Artificial Intelligence Endoscopy Interventional Treatment of Hubei Province, Renmin Hospital of Wuhan University, Wuhan, China (Ringgold ID: RIN117921)

,

Ming Xu

1   Department of Gastroenterology, Renmin Hospital of Wuhan University, Wuhan, China (Ringgold ID: RIN117921)

2   Hubei Provincial Clinical Research Center for Digestive Disease Minimally Invasive Incision, Renmin Hospital of Wuhan University, Wuhan, China (Ringgold ID: RIN117921)

3   Hubei Key Laboratory of Digestive System, Renmin Hospital of Wuhan University, Wuhan, China (Ringgold ID: RIN117921)

4   Engineering Research Center for Artificial Intelligence Endoscopy Interventional Treatment of Hubei Province, Renmin Hospital of Wuhan University, Wuhan, China (Ringgold ID: RIN117921)

,

Jun Liu

1   Department of Gastroenterology, Renmin Hospital of Wuhan University, Wuhan, China (Ringgold ID: RIN117921)

2   Hubei Provincial Clinical Research Center for Digestive Disease Minimally Invasive Incision, Renmin Hospital of Wuhan University, Wuhan, China (Ringgold ID: RIN117921)

3   Hubei Key Laboratory of Digestive System, Renmin Hospital of Wuhan University, Wuhan, China (Ringgold ID: RIN117921)

4   Engineering Research Center for Artificial Intelligence Endoscopy Interventional Treatment of Hubei Province, Renmin Hospital of Wuhan University, Wuhan, China (Ringgold ID: RIN117921)

,

Shuyu Li‡

6   Department of Endoscopy, Third People‘s Hospital of Hubei Province, Wuhan, China (Ringgold ID: RIN648671)

,

Honggang Yu‡

1   Department of Gastroenterology, Renmin Hospital of Wuhan University, Wuhan, China (Ringgold ID: RIN117921)

2   Hubei Provincial Clinical Research Center for Digestive Disease Minimally Invasive Incision, Renmin Hospital of Wuhan University, Wuhan, China (Ringgold ID: RIN117921)

3   Hubei Key Laboratory of Digestive System, Renmin Hospital of Wuhan University, Wuhan, China (Ringgold ID: RIN117921)

4   Engineering Research Center for Artificial Intelligence Endoscopy Interventional Treatment of Hubei Province, Renmin Hospital of Wuhan University, Wuhan, China (Ringgold ID: RIN117921)

› Author Affiliations

Supported by: the Fundamental Research Funds for the Central Universities 2042022kf1099

Science and Technology Achievement Transformation Platform Construction Project of Ministry of Education

Supported by: National Natural Science Foundation of China-Youth Science Fund Project 82202257

Supported by: Innovation Team Project of Health Commission of Hubei Province WJ2021C003

TRIAL REGISTRATION: Registration number (trial ID): ChiCTR2200059453, Trial registry: Chinese Clinical Trial Registry (http://www.chictr.org/), Type of Study: Prospective

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