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Chinese guidelines for the application of colon cancer staging recognition systems based on artificial intelligence platforms (2021)

查看全文 作  者:Yun [1]Lu;Shuai [2]Li;Yuan [1]Gao;Yong [3]Dai;Bo [4,5]Feng;Fanghai [6]Han;Jiagang [7]Han;Jingjing [8]He;Xinxiang [9,10]Li;Guole [11]Lin;Qian [12]Liu;Guiying [13]Wang;Quan [14]Wang;Zhenning [15]Wang;Zheng [16]Wang;Aiwen [17]Wu;Bin [11]Wu;Yingchi [18,19]Yang;Hongwei [18,19]Yao;Wei [20]Zhang;Jianping [21]Zhou;Aimin [2,22]Hao;Zhongtao [18,19]Zhang;[23,24]无 高影响力作者 机构地区:[1]Department of General Surgery,The Affiliated Hospital of Qingdao University,Qingdao,Shandong 266003,China;[2]Beihang University State Key Laboratory of Virtual Reality Technology and Systems,Beijing 100191,China;[3]Department of General Surgery,Qilu Hospital of Shandong University,Jinan,Shandong 250012,China;[4]Department of General Surgery,Ruijin Hospital,Shanghai Jiao Tong University School of Medicine,Shanghai 200020,China;[5]Shanghai Minimally Invasive Surgery Center,Ruijin Hospital,Shanghai Jiao Tong University School of Medicine,Shanghai 200020,China;[6]Department of Gastrointestinal Surgery,Sun Yat-sen Memorial Hospital,Sun Yat-sen University,Guangzhou,Guangdong 510120,China;[7]Department of General Surgery,Beijing Chaoyang Hospital,Capital Medical University,Beijing 100027,China;[8]Institute of International Law,Chinese Academy of Social Sciences,Beijing 102442,China;[9]Department of Colorectal Surgery,Fudan University Shanghai Cancer Center,Shanghai 200032,China;[10]Department of Oncology,Shanghai Medical College,Fudan University,Shanghai 200032,China;[11]Department of General Surgery,Peking Union Medical College Hospital,Chinese Academy of Medical Sciences&Peking Union Medical College,Beijing 100730,China;[12]National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital,Chinese Academy of Medical Sciences&Peking Union Medical College,Beijing 100730,China;[13]Third Hospital of Hebei Medical University,Shijiazhuang,Hebei 50051,China;[14]Department of Colon and Rectum Surgery,The First Hospital of Jilin University,Changchun,Jilin 130031,China;[15]Department of Surgical Oncology and General Surgery,Key Laboratory of Precision Diagnosis and Treatment of Gastrointestinal Tumors,Ministry of Education,The First Affiliated Hospital of China Medical University,Shenyang,Liaoning 110001,China;[16]Department of Gastrointestinal Surgery,Union Hospital,Tongji Medical College,Huazhong University of Science and Technology,Wuhan,Hubei 430030,China;[17]Key Laboratory of Carcinogenesis and Translational Research(Ministry of Education),Department of Unit III&Ostomy Service,Gastrointestinal Cancer Center,Peking University Cancer Hospital&Institute,Beijing 100142,China;[18]Department of General Surgery,Beijing Friendship Hospital,Capital Medical University,Beijing 100050,China;[19]Beijing Key Laboratory of Cancer Invasion and Metastasis Research and National Clinical Research Center of Digestive Diseases,Beijing 100050,China;[20]Colorectal Surgery Department,Changhai Hospital,Naval Medical University,Shanghai 200433,China;[21]Department of Gastrointestinal Surgery&Hernia and Abdominal Wall Surgery,The First Hospital,China Medical University,Shenyang,Liaoning 110001,China;[22]Beijing Advanced Innovation Center for Biomedical Engineering,Beijing 100083,China;[23]Colorectal Surgery Group of the Surgery Branch of the Chinese Medical Association;[24]Beihang University State Key Laboratory of Virtual Reality Technology and Systems高影响力机构 出  处:《Intelligent Medicine》索引2021年第1卷第1期,共6页高影响力期刊 摘  要:The incidence and mortality of colon cancer in China are increasing each year.At present,treatment selection for colon cancer patients mainly depends on imaging results,which require a large number of radiologists to interpret.In China,there is a shortage and uneven distribution of experienced radiologists,which leads to delays and bias in the evaluation of imaging data.Based on these considerations,the Colorectal Surgery Group of the Surgery Branch of the Chinese Medical Association in collaboration with experts at Beihang University has independently developed an artificial intelligence(AI)-based recognition system for the preoperative determination of colon cancer stage to partially replace the work of and relieve the pressure on radiologists.These guidelines aim to standardize the use of AI-based recognition systems in the preoperative staging of colon cancer and guide their clinical application. 关 键 词:Artificial intelligence Colon cancer Deep learning Preoperative staging
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