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Ensemble learning system to identify nutritional risk and malnutrition in cancer patients without weight loss information

查看全文 作　　者：Liangyu [1,2]Yin;Jie [1]Liu;Ming [3]Liu;Jin [4]Zheng;Aiguo [5]Xu;Quanjun [6]Lyu;Yongdong [7]Feng;Zengqing [8]Guo;Hu [9]Ma;Jipeng [10]Li;Zhikang [11]Chen;Hui [12]Wang;Zengning [13]Li;Chunling [14]Zhou;Xi [15]Gao;Min [16]Weng;Qinghua [17]Yao;Wei [18]Li;Tao [19]Li;Hanping [20,21]Shi;Hongxia [1]Xu 高影响力作者 机构地区：[1]Department of Clinical Nutrition,Daping Hospital,Army Medical University(Third Military Medical University),Chongqing 400042,China;[2]Institute of Hepatopancreatobiliary Surgery,Southwest Hospital,Army Medical University(Third Military Medical University),Chongqing 400038,China;[3]Department of General Surgery,The Second Affiliated Hospital of Harbin Medical University,Harbin 150086,China;[4]Department of Traditional Chinese Medicine,Tangdu Hospital,Air Force Medical University(The Fourth Military Medical University),Xi’an 710038,China;[5]Department of Respiratory and Critical Care Medicine,The First Affiliated Hospital of Zhengzhou University,Zhengzhou 450052,China;[6]Department of Nutrition,The First Affiliated Hospital of Zhengzhou University,Zhengzhou 450052,China;[7]Department of GI Cancer Research Institute,Tongji Hospital,Tongji Medical College,Huazhong University of Science and Technology,Wuhan 430030,China;[8]Department of Medical Oncology,Fujian Cancer Hospital,Fujian Medical University Cancer Hospital,Fuzhou 350014,China;[9]Department of Oncology,The Affiliated Hospital of Zunyi Medical University,Zunyi 563000,China;[10]Department of Experimental Surgery,Xijing Hospital,Fourth Military Medical University,Xi’an 710032,China;[11]Department of Colorectal and Anus Surgery,Xiangya Hospital of Central South University,Changsha 410008,China;[12]Department of Oncology,The People’s Hospital of Dujiangyan,Dujiangyan 611830,China;[13]Department of Clinical Nutrition,The First Hospital of Hebei Medical University,Shijiazhuang 050031,China;[14]Department of Clinical Nutrition,The Fourth Affiliated Hospital of Harbin Medical University,Harbin 150001,China;[15]Department of Oncology,Affiliated Hospital of North Sichuan Medical College,Nanchong 637000,China;[16]Department of Clinical Nutrition,The First Affiliated Hospital of Kunming Medical University,Kunming 650032,China;[17]Department of Integrated Chinese and Western Medicine,Cancer Hospital of the University of Chinese Academy of Sciences(Zhejiang Cancer Hospital),Hangzhou 310022,China;[18]Cancer Center,The First Hospital of Jilin University,Changchun 130021,China;[19]Department of Radiation Oncology,Sichuan Cancer Hospital and Institute,Sichuan Cancer Center,School of Medicine,University of Electronic Science and Technology of China,Chengdu 610041,China;[20]Department of Gastrointestinal Surgery and Department of Clinical Nutrition,Beijing Shijitan Hospital,Capital Medical University,Beijing 100038,China;[21]Key Laboratory of Cancer FSMP for State Market Regulation,Beijing 100038,China高影响力机构 出　　处：《Science China(Life Sciences)》索引2023年第66卷第5期,共4页高影响力期刊 基　　金：supported in part by the National Key Research and Development Program(2017YFC1309200);the National Natural Science Foundation of China(81673167)。 摘　　要：Dear Editor,Malnutrition is a prevalent disease in oncology practice(Arends et al.,2017).With its cancer-specific prevalence ranging from 21%–72%,malnutrition is responsible for 10%–20% cancer deaths(Yin et al.,2021b).However,malnutrition is often underestimated,misclassified,or left untreated in cancer care(Hébuterne et al.,2014). 关 键 词：MALNUTRITION CANCER
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