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Insulin Resistance Indices and Cardiovascular Disease Risk in Middle-Aged and Older Adults with Prediabetes: A Machine Learning-Assisted Predictive Modeling Study

By Ya-Jie Zhai, Xiao-Yu Ding, Xin-Zhong Zhang, Show 2 more authorsJia Liu
Figure 1. Machine learning-based feature selection for insulin resistance indices (CTI, TyG, TyG-WWI) in relation to CVD.
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Figure 1. Machine learning-based feature selection for insulin resistance indices (CTI, TyG, TyG-WWI) in relation to CVD.Machine learning-based feature selection for insulin resistance indices (CTI, TyG, TyG-WWI) in relation to CVD.Zhai et al.
Cross-sectional study of 3,121 peopleBiomarkers

Independent replication, declared no competing interests

Paper

The paper

Ya-Jie Zhai, Xiao-Yu Ding, Xin-Zhong Zhang, Show 2 more authorsJia Liu

Capital Medical University

Healthcare, 19 Aug 2026

doi.org/10.3390/healthcare14162617PubMed 42651385

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