Artificial intelligence-based marks detection and incision guide line prediction model in esophageal endoscopic submucosal dissection: a multicenter study (with video).

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Title: Artificial intelligence-based marks detection and incision guide line prediction model in esophageal endoscopic submucosal dissection: a multicenter study (with video).
Authors: Liu R; Department of Gastroenterology and Hepatology, Digestive Endoscopy Medical Engineering Research Laboratory, West China Hospital, Sichuan University, No.37, Guo Xue Alley, Wuhou District, Chengdu, Sichuan, China., Yuan X; Department of Gastroenterology and Hepatology, Digestive Endoscopy Medical Engineering Research Laboratory, West China Hospital, Sichuan University, No.37, Guo Xue Alley, Wuhou District, Chengdu, Sichuan, China., Huang K; Center of Intelligent Medicine, College of Computer Science, Sichuan University, No.24 South Section 1, Yihuan Road, Chengdu, Sichuan, China., Luo Q; Department of Gastroenterology and Hepatology, Digestive Endoscopy Medical Engineering Research Laboratory, West China Hospital, Sichuan University, No.37, Guo Xue Alley, Wuhou District, Chengdu, Sichuan, China., Zhou N; Department of Gastroenterology and Hepatology, Digestive Endoscopy Medical Engineering Research Laboratory, West China Hospital, Sichuan University, No.37, Guo Xue Alley, Wuhou District, Chengdu, Sichuan, China., Wu C; Department of Gastroenterology and Hepatology, Digestive Endoscopy Medical Engineering Research Laboratory, West China Hospital, Sichuan University, No.37, Guo Xue Alley, Wuhou District, Chengdu, Sichuan, China., Peng T; Department of Gastroenterology and Hepatology, Digestive Endoscopy Medical Engineering Research Laboratory, West China Hospital, Sichuan University, No.37, Guo Xue Alley, Wuhou District, Chengdu, Sichuan, China.; Department of Gastroenterology, Armed Police Forces Hospital of Sichuan, Leshan, China., Zhang W; Department of Gastroenterology, Cangxi People's Hospital, Guangyuan, China., Bi X; Department of Gastroenterology, Zigong Fourth People's Hospital, Zigong, China., Chen X; Department of Gastroenterology, Pangang Group General Hospital, Panzhihua, China., Wei W; Department of Gastroenterology, The First People's Hospital of Zigong, Zigong, China., Zhu Y; Department of Gastroenterology and Hepatology, Digestive Endoscopy Medical Engineering Research Laboratory, West China Hospital, Sichuan University, No.37, Guo Xue Alley, Wuhou District, Chengdu, Sichuan, China., Zhang L; Department of Gastroenterology and Hepatology, Digestive Endoscopy Medical Engineering Research Laboratory, West China Hospital, Sichuan University, No.37, Guo Xue Alley, Wuhou District, Chengdu, Sichuan, China., Yi Z; Center of Intelligent Medicine, College of Computer Science, Sichuan University, No.24 South Section 1, Yihuan Road, Chengdu, Sichuan, China. zhangyi@scu.edu.cn., Hu B; Department of Gastroenterology and Hepatology, Digestive Endoscopy Medical Engineering Research Laboratory, West China Hospital, Sichuan University, No.37, Guo Xue Alley, Wuhou District, Chengdu, Sichuan, China. hubing@wchscu.edu.cn.
Source: Surgical endoscopy [Surg Endosc] 2025 Jul; Vol. 39 (7), pp. 4652-4661. Date of Electronic Publication: 2025 Jun 20.
Publication Type: Evaluation Study; Journal Article; Multicenter Study; Video-Audio Media
Journal Info: Publisher: Springer Country of Publication: Germany NLM ID: 8806653 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1432-2218 (Electronic) Linking ISSN: 09302794 NLM ISO Abbreviation: Surg Endosc Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Artificial intelligence-based marks detection and incision guide line prediction model in esophageal endoscopic submucosal dissection: a multicenter study (with video).
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  Data: <searchLink fieldCode="AU" term="%22Liu+R%22">Liu R</searchLink>; Department of Gastroenterology and Hepatology, Digestive Endoscopy Medical Engineering Research Laboratory, West China Hospital, Sichuan University, No.37, Guo Xue Alley, Wuhou District, Chengdu, Sichuan, China.<br /><searchLink fieldCode="AU" term="%22Yuan+X%22">Yuan X</searchLink>; Department of Gastroenterology and Hepatology, Digestive Endoscopy Medical Engineering Research Laboratory, West China Hospital, Sichuan University, No.37, Guo Xue Alley, Wuhou District, Chengdu, Sichuan, China.<br /><searchLink fieldCode="AU" term="%22Huang+K%22">Huang K</searchLink>; Center of Intelligent Medicine, College of Computer Science, Sichuan University, No.24 South Section 1, Yihuan Road, Chengdu, Sichuan, China.<br /><searchLink fieldCode="AU" term="%22Luo+Q%22">Luo Q</searchLink>; Department of Gastroenterology and Hepatology, Digestive Endoscopy Medical Engineering Research Laboratory, West China Hospital, Sichuan University, No.37, Guo Xue Alley, Wuhou District, Chengdu, Sichuan, China.<br /><searchLink fieldCode="AU" term="%22Zhou+N%22">Zhou N</searchLink>; Department of Gastroenterology and Hepatology, Digestive Endoscopy Medical Engineering Research Laboratory, West China Hospital, Sichuan University, No.37, Guo Xue Alley, Wuhou District, Chengdu, Sichuan, China.<br /><searchLink fieldCode="AU" term="%22Wu+C%22">Wu C</searchLink>; Department of Gastroenterology and Hepatology, Digestive Endoscopy Medical Engineering Research Laboratory, West China Hospital, Sichuan University, No.37, Guo Xue Alley, Wuhou District, Chengdu, Sichuan, China.<br /><searchLink fieldCode="AU" term="%22Peng+T%22">Peng T</searchLink>; Department of Gastroenterology and Hepatology, Digestive Endoscopy Medical Engineering Research Laboratory, West China Hospital, Sichuan University, No.37, Guo Xue Alley, Wuhou District, Chengdu, Sichuan, China.; Department of Gastroenterology, Armed Police Forces Hospital of Sichuan, Leshan, China.<br /><searchLink fieldCode="AU" term="%22Zhang+W%22">Zhang W</searchLink>; Department of Gastroenterology, Cangxi People's Hospital, Guangyuan, China.<br /><searchLink fieldCode="AU" term="%22Bi+X%22">Bi X</searchLink>; Department of Gastroenterology, Zigong Fourth People's Hospital, Zigong, China.<br /><searchLink fieldCode="AU" term="%22Chen+X%22">Chen X</searchLink>; Department of Gastroenterology, Pangang Group General Hospital, Panzhihua, China.<br /><searchLink fieldCode="AU" term="%22Wei+W%22">Wei W</searchLink>; Department of Gastroenterology, The First People's Hospital of Zigong, Zigong, China.<br /><searchLink fieldCode="AU" term="%22Zhu+Y%22">Zhu Y</searchLink>; Department of Gastroenterology and Hepatology, Digestive Endoscopy Medical Engineering Research Laboratory, West China Hospital, Sichuan University, No.37, Guo Xue Alley, Wuhou District, Chengdu, Sichuan, China.<br /><searchLink fieldCode="AU" term="%22Zhang+L%22">Zhang L</searchLink>; Department of Gastroenterology and Hepatology, Digestive Endoscopy Medical Engineering Research Laboratory, West China Hospital, Sichuan University, No.37, Guo Xue Alley, Wuhou District, Chengdu, Sichuan, China.<br /><searchLink fieldCode="AU" term="%22Yi+Z%22">Yi Z</searchLink>; Center of Intelligent Medicine, College of Computer Science, Sichuan University, No.24 South Section 1, Yihuan Road, Chengdu, Sichuan, China. zhangyi@scu.edu.cn.<br /><searchLink fieldCode="AU" term="%22Hu+B%22">Hu B</searchLink>; Department of Gastroenterology and Hepatology, Digestive Endoscopy Medical Engineering Research Laboratory, West China Hospital, Sichuan University, No.37, Guo Xue Alley, Wuhou District, Chengdu, Sichuan, China. hubing@wchscu.edu.cn.
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        Value: 10.1007/s00464-025-11883-2
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              Text: 2025 Jul
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