This paper is in the following e-collection/theme issue:

Machine Learning (1938) Artificial Intelligence in Diabetes Care and Prevention (45) Diabetes Prevention (111) Decision Support for Health Professionals (1455)

Published on in Vol 13 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/72238, first published .
Prediction of Insulin Resistance in Nondiabetic Population Using LightGBM and Cohort Validation of Its Clinical Value: Cross-Sectional and Retrospective Cohort Study

Prediction of Insulin Resistance in Nondiabetic Population Using LightGBM and Cohort Validation of Its Clinical Value: Cross-Sectional and Retrospective Cohort Study

Prediction of Insulin Resistance in Nondiabetic Population Using LightGBM and Cohort Validation of Its Clinical Value: Cross-Sectional and Retrospective Cohort Study

Authors of this article:

Ting Peng1 Author Orcid Image ;   Rujia Miao1 Author Orcid Image ;   Hao Xiong2 Author Orcid Image ;   Yanhui Lin1 Author Orcid Image ;   Duzhen Fan2 Author Orcid Image ;   Jiayi Ren2 Author Orcid Image ;   Jiangang Wang1 Author Orcid Image ;   Yuan Li2 Author Orcid Image ;   Jianwen Chen2 Author Orcid Image
Article Authors Cited by Tweetations Metrics

Ting Peng   1 * , MD ;   Rujia Miao   1 * , MD ;   Hao Xiong   2 , BE ;   Yanhui Lin   1 , MD ;   Duzhen Fan   2 , BE ;   Jiayi Ren   2 , BE ;   Jiangang Wang   1 , Prof Dr Med ;   Yuan Li   2 , MSc ;   Jianwen Chen   2 , Prof Dr

1 Health Management Center, Third Xiangya Hospital, Changsha, China

2 School of Mathematics and Statistics, Hunan University of Technology and Business, Changsha, China

*these authors contributed equally

Corresponding Author:

  • Jianwen Chen, Prof Dr
  • School of Mathematics and Statistics
  • Hunan University of Technology and Business
  • 569 Yuelu District
  • Changsha 410205
  • China
  • Phone: 86 18692269664
  • Fax: 86 88618571
  • Email: chenjianwen0731@163.com