Comparing the accuracy of four machine learning models in predicting type 2 diabetes onset within the Chinese population: a retrospective study.

Abstract

Authors

• Hongzhou Liu
  Department of Endocrinology, The First Medical Center, Chinese PLA General Hospital, Beijing, China.
• Song Dong
  Department of Endocrinology, Aerospace Center Hospital, Beijing, China.
• Hua Yang
• Linlin Wang
  Guangdong-Hong Kong-Macao Greater Bay Area Artificial Intelligence Application Technology Research Institute, Shenzhen Polytechnic University, Shenzhen, China.
• Jia Liu
  Department of Colorectal Oncology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin's Clinical Research Center for Cancer, Tianjin Key Laboratory of Digestive Cancer, Tianjin, China.
• Yangfan Du
  Department of Endocrinology, Aerospace Center Hospital, Beijing, China.
• Jing Liu
  Department of Ophthalmology, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, China.
• Zhaohui Lyu
  Department of Endocrinology, The First Medical Center, Chinese PLA General Hospital, Beijing, China.
• Yuhan Wang
  School of Computer Science and Technology, Beijing Institute of Technology, Beijing 100081, China.
• Li Jiang
  School of Food Science and Engineering, Hefei University of Technology, Hefei, China.
• Shasha Yu
• Xiaomin Fu
  Department of Endocrinology, The First Medical Center, Chinese PLA General Hospital, Beijing, China.

Keywords

External Resources