Art

J-GLOBAL ID：202402284905841990   Reference number：24A0713039

Development and validation of machine learning-augmented algorithm for insulin sensitivity assessment in the community and primary care settings: a population-based study in China

コミュニティおよびプライマリーケア環境におけるインスリン感受性評価のための機械学習増強アルゴリズムの開発と検証:中国における集団ベース研究【JST・京大機械翻訳】

Author (31)： Zhang Hao (1Department of Endocrinology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China) ,  Zhang Hao (2Hubei Provincial Clinical Research Center for Diabetes and Metabolic Disorders, Wuhan, China) ,  Zeng Tianshu (1Department of Endocrinology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China) ,  Zeng Tianshu (2Hubei Provincial Clinical Research Center for Diabetes and Metabolic Disorders, Wuhan, China) ,  Zhang Jiaoyue (1Department of Endocrinology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China) ,  Zhang Jiaoyue (2Hubei Provincial Clinical Research Center for Diabetes and Metabolic Disorders, Wuhan, China) ,  Zheng Juan (1Department of Endocrinology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China) ,  Zheng Juan (2Hubei Provincial Clinical Research Center for Diabetes and Metabolic Disorders, Wuhan, China) ,  Min Jie (1Department of Endocrinology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China) ,  Min Jie (2Hubei Provincial Clinical Research Center for Diabetes and Metabolic Disorders, Wuhan, China) ,  Peng Miaomiao (1Department of Endocrinology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China) ,  Peng Miaomiao (2Hubei Provincial Clinical Research Center for Diabetes and Metabolic Disorders, Wuhan, China) ,  Liu Geng (1Department of Endocrinology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China) ,  Liu Geng (2Hubei Provincial Clinical Research Center for Diabetes and Metabolic Disorders, Wuhan, China) ,  Zhong Xueyu (1Department of Endocrinology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China) ,  Zhong Xueyu (2Hubei Provincial Clinical Research Center for Diabetes and Metabolic Disorders, Wuhan, China) ,  Wang Ying (1Department of Endocrinology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China) ,  Wang Ying (2Hubei Provincial Clinical Research Center for Diabetes and Metabolic Disorders, Wuhan, China) ,  Qiu Kangli (1Department of Endocrinology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China) ,  Qiu Kangli (2Hubei Provincial Clinical Research Center for Diabetes and Metabolic Disorders, Wuhan, China) ,  Tian Shenghua (1Department of Endocrinology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China) ,  Tian Shenghua (2Hubei Provincial Clinical Research Center for Diabetes and Metabolic Disorders, Wuhan, China) ,  Liu Xiaohuan (1Department of Endocrinology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China) ,  Liu Xiaohuan (2Hubei Provincial Clinical Research Center for Diabetes and Metabolic Disorders, Wuhan, China) ,  Huang Hantao (3Department of Emergency Medicine, Yichang Yiling Hospital, Yichang, China) ,  Surmach Marina (4Department of Public Health and Health Services, Grodno State Medical University, Grodno, Belarus) ,  Wang Ping (5Precision Health Program, Department of Radiology, College of Human Medicine, Michigan State University, East Lansing, MI, United States) ,  Hu Xiang (1Department of Endocrinology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China) ,  Hu Xiang (2Hubei Provincial Clinical Research Center for Diabetes and Metabolic Disorders, Wuhan, China) ,  Chen Lulu (1Department of Endocrinology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China) ,  Chen Lulu (2Hubei Provincial Clinical Research Center for Diabetes and Metabolic Disorders, Wuhan, China)
Material： Frontiers in Endocrinology (Web)
Volume： 15  Page： 1292346  Publication year： 2024 
JST Material Number： U7068A  ISSN： 1664-2392  Document type： Article
Article type： 原著論文  Country of issue： Switzerland (CHE)  Language： ENGLISH (EN)

Abstract/Point： Objective: Insulin plays a cen...

Register(free) or Log In to access     To see more with JDream III (charged).   {{ this.onShowAbsJLink("http://jdream3.com/lp/jglobal/index.html?docNo=24A0713039&from=J-GLOBAL&jstjournalNo=U7068A") }}

Thesaurus term： *algorithm ,  streamline ,  *insulin ,  *sensitivity ,  cluster ,  model ,  bed rest ,  *primary care ,  height(body) ,  risk factor ,  *machine learning ,  insulin resistance ,  body mass index
Semi thesaurus term： ウエスト周囲径 ,  *インスリン感受性 ,  ウェスト , 【Automatic Indexing@JST】

Author keywords (5)： insulin sensitivity assessment ,  machine learning ,  community settings ,  primary care settings ,  risk factors

JST classification (1)： Metabolic diseases,nutritional diseases in general.  (GD05010J)

Reference (53)：

• Bluher M. Obesity: global epidemiology and pathogenesis. Nat Rev Endocrinol (2019) 15(5):288-98. doi: doi: 10.1038/s41574-019-0176-8
• International Diabetes Federation. IDF Diabetes Atlas, 10th edition. Brussels, Belgium: International Diabetes Federation (2021). Available at: http://www.diabetesatlas.org/. doi: 10.1038/s41574-019-0176-8
• Benjamin EJ, Muntner P, Alonso A, Bittencourt MS, Callaway CW, Carson AP, et al. Heart disease and stroke statistics-2019 update: A report from the american heart association. Circulation (2019) 139(10):e56-e528. doi: doi: 10.1161/CIR.0000000000000659
• Laakso M, Kuusisto J. Insulin resistance and hyperglycaemia in cardiovascular disease development. Nat Rev Endocrinol (2014) 10(5):293-302. doi: doi: 10.1038/nrendo.2014.29
• Guerra JVS, Dias MMG, Brilhante A, Terra MF, Garcia-Arevalo M, Figueira ACM. Multifactorial basis and therapeutic strategies in metabolism-related diseases. Nutrients (2021) 13(8):2830. doi: doi: 10.3390/nu13082830

Terms in the title (13)： コミュニティ ,  プライマリーケア ,  環境 ,  インスリン感受性 ,  評価 ,  機械学習 ,  増強 ,  アルゴリズム ,  開発 ,  検証 ,  中国 ,  集団 ,  研究