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Development and validation of a machine learning-augmented algorithm for diabetes screening in community and primary care settings: A population-based study.

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第一作者： XiaoHuan,Liu

第一单位： Department of Endocrinology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.;Hubei provincial Clinical Research Center for Diabetes and Metabolic Disorders, Wuhan, China.

作者： XiaoHuan,Liu ^[1] ; Weiyue,Zhang ^[1] ; Qiao,Zhang ^[2] ; Long,Chen ^[3] ; TianShu,Zeng ^[1] ; JiaoYue,Zhang ^[1] ; Jie,Min ^[1] ; ShengHua,Tian ^[1] ; Hao,Zhang ^[1] ; Hantao,Huang ^[4] ; Ping,Wang ^[5] ; Xiang,Hu ^[1] ; LuLu,Chen ^[1]

作者单位： Department of Endocrinology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.;Hubei provincial Clinical Research Center for Diabetes and Metabolic Disorders, Wuhan, China. ^[1] Department of Cardiovascular Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China. ^[2] Department of Computer Science and Technology, Tsinghua University, Beijing, China. ^[3] Yiling Hospital, Yichang, China. ^[4] Precision Health Program, Department of Radiology, College of Human Medicine, Michigan State University, East Lansing, MI, United States. ^[5]

关键词 ML-augmented algorithm community and primary care diabetes health economic evaluation screening

医学主题词人类(Humans);普查(Mass Screening);算法(Algorithms);糖尿病(Diabetes Mellitus);初级卫生保健(Primary Health Care)

DOI 10.3389/fendo.2022.1043919

PMID 36518245

发布时间 2023-01-26

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