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Machine learning-based automated sponge cytology for screening of oesophageal squamous cell carcinoma and adenocarcinoma of the oesophagogastric junction: a nationwide, multicohort, prospective study.

Autor: Gao Y; Department of Gastroenterology, Changhai Hospital, Naval Medical University, Shanghai, China; National Clinical Research Center for Digestive Diseases (Shanghai), Shanghai, China., Xin L; Department of Gastroenterology, Changhai Hospital, Naval Medical University, Shanghai, China; National Clinical Research Center for Digestive Diseases (Shanghai), Shanghai, China., Lin H; Department of Gastroenterology, Changhai Hospital, Naval Medical University, Shanghai, China; National Clinical Research Center for Digestive Diseases (Shanghai), Shanghai, China., Yao B; School of Computer Science and Engineering, Southeast University, Nanjing, Jiangsu Province, China., Zhang T; Department of Gastroenterology, Nanchong Central Hospital, Nanchong, Sichuan Province, China., Zhou AJ; Department of Gastroenterology, Lianshui People's Hospital Affiliated to Kangda College of Nanjing Medical University, Huai'an, Jiangsu Province, China., Huang S; Department of Gastroenterology, Lianshui People's Hospital Affiliated to Kangda College of Nanjing Medical University, Huai'an, Jiangsu Province, China., Wang JH; Department of Gastroenterology, The First People's Hospital of Yancheng, Yancheng, Jiangsu Province, China., Feng YD; Department of Gastroenterology, Zhongda Hospital, Southeast University, Nanjing, Jiangsu Province, China., Yao SH; Department of Gastroenterology, Yangzhong People's Hospital, Zhenjiang, Jiangsu Province, China., Guo Y; Department of Gastroenterology, Yangzhong People's Hospital, Zhenjiang, Jiangsu Province, China., Dang T; Department of Digestive Diseases, Inner Mongolia Institute of Digestive Diseases, The Second Affiliated Hospital of Baotou Medical College, Inner Mongolia University of Science and Technology, Baotou, Inner Mongolia, China., Meng XM; Department of Digestive Diseases, Inner Mongolia Institute of Digestive Diseases, The Second Affiliated Hospital of Baotou Medical College, Inner Mongolia University of Science and Technology, Baotou, Inner Mongolia, China., Yang ZZ; Digestive Endoscopy Unit, Linzhou People's Hospital, Anyang, Henan Province, China., Jia WQ; Gastrointestinal Endoscopy Center, Nanyang Second People's Hospital, Nanyang, Henan Province, China., Pang HF; Department of Gastroenterology, Digestive Endoscopy Unit, Tongliao City Hospital, Tongliao, Inner Mongolia, China., Tian XJ; Department of Gastroenterology, Xixia County People's Hospital, Nanyang, Henan Province, China., Deng B; Department of Gastroenterology, Affiliated Hospital of Yangzhou University, Yangzhou, Jiangsu Province, China., Wang JP; Department of Gastroenterology, Shanxi Provincial People's Hospital, Taiyuan, Shanxi Province, China., Fan WC; Department of Gastroenterology, Digestive Endoscopy Center, The People's Hospital of Yanting City, Mianyang, Sichuan Province, China., Wang J; Department of Gastroenterology, Jinhu County People's Hospital, Huaian, Jiangsu Province, China., Shi LH; Department of Gastroenterology, the Second Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu Province, China., Yang GY; School of Computer Science and Engineering, Southeast University, Nanjing, Jiangsu Province, China., Sun C; Department of Gastroenterology, Changhai Hospital, Naval Medical University, Shanghai, China; National Clinical Research Center for Digestive Diseases (Shanghai), Shanghai, China., Wang W; Department of Gastroenterology, Changhai Hospital, Naval Medical University, Shanghai, China; National Clinical Research Center for Digestive Diseases (Shanghai), Shanghai, China., Zang JC; Harbor Scientific Instrument, Xiangtan, Hunan, China., Li SY; Harbor Scientific Instrument, Xiangtan, Hunan, China., Shi RH; Department of Gastroenterology, Zhongda Hospital, Southeast University, Nanjing, Jiangsu Province, China., Li ZS; Department of Gastroenterology, Changhai Hospital, Naval Medical University, Shanghai, China; National Clinical Research Center for Digestive Diseases (Shanghai), Shanghai, China., Wang LW; Department of Gastroenterology, Changhai Hospital, Naval Medical University, Shanghai, China; National Clinical Research Center for Digestive Diseases (Shanghai), Shanghai, China. Electronic address: wangluoweimd@126.com.

Publikováno v: The lancet. Gastroenterology & hepatology [Lancet Gastroenterol Hepatol] 2023 May; Vol. 8 (5), pp. 432-445. Date of Electronic Publication: 2023 Mar 14.