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

Abstract

Authors

• XiaoHuan Liu
  Department of Endocrinology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
• Weiyue Zhang
  Department of Endocrinology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
• Qiao Zhang
  Beijing Hospital, Beijing, 100730, China.
• Long Chen
  Department of Critical Care Medicine, The First Affiliated Hospital, Fujian Medical University, Fuzhou, China.
• TianShu Zeng
  Department of Endocrinology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
• JiaoYue Zhang
  Department of Endocrinology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
• Jie Min
  Department of Electrical and Computer Engineering, University of California, San Diego, La Jolla, California, 92093, United States of America.
• ShengHua Tian
  Department of Endocrinology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
• Hao Zhang
  College of Mechanical and Electrical Engineering, Henan Agricultural University, Zhengzhou, 450002, China.
• Hantao Huang
  Yiling Hospital, Yichang, China.
• Ping Wang
  School of Chemistry and Chemical Engineering, Shandong University of Technology, 255049, Zibo, PR China. Electronic address: wangping876@163.com.
• Xiang Hu
  Department of Endocrinology and Metabolism, Shanghai Jiao Tong University Affiliated Sixth People's Hospital, Shanghai Clinical Center for Diabetes, Shanghai Key Laboratory of Diabetes Mellitus, Shanghai Diabetes Institute Shanghai 200233, China.
• Lulu Chen

Keywords

External Resources