Assessment of Ten Insulin Resistance Surrogate Indexes Predicts New-Onset Cardiovascular Disease Incidence in Patients with Prediabetes or Diabetes: Insights from CHARLS Data with Machine Learning Analysis
By: Hang Xie, Chaoying Yan, Yi Zheng and Haoyu Wu
Authors
Department of Cardiovascular Medicine, The First Affiliated Hospital of Xi’an Jiaotong University, Xi’an 710061, Shaanxi
Chaoying Yan
Department of Anesthesiology, The First Affiliated Hospital of Xi’an Jiaotong University, 710061, Xi’an, Shaanxi
Department of Dermatology, The Second Affiliated Hospital of Xi’an Jiaotong University, Xi’an
Department of Cardiovascular Medicine, The First Affiliated Hospital of Xi’an Jiaotong University, Xi’an 710061, Shaanxi
DOI: https://doi.org/10.5334/gh.1532 | Journal eISSN: 2211-8179
Language: English
Submitted on: May 29, 2025
Accepted on: Feb 20, 2026
Published on: Mar 12, 2026
Published by: Ubiquity Press
In partnership with: Paradigm Publishing Services
Publication frequency: 1 issue per year
Keywords:
© 2026 Hang Xie, Chaoying Yan, Yi Zheng, Haoyu Wu, published by Ubiquity Press
This work is licensed under the Creative Commons Attribution 4.0 License.