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Author

Hao Sun

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Open access Aug 2026

Atherogenic, cardiometabolic, and adiposity composite indices for identifying prehypertension and hypertension: conventional regression and explainable machine learning

Background Prehypertension and hypertension are cardiovascular risk states. We examined whether biomarker-derived atherogenic, cardiometabolic, and adiposity indices were associated with blood pressure status in adults undergoing health examinations. Methods This hospital-based cross-sectional study included 2, 136 adu...

Hao Sun, Yuan Liu · 0 citations
Open access Aug 2026

Routine metabolic and nutrition-related composite indices for identifying adverse cardiovascular-kidney-metabolic phenotypes: a cross-sectional study

Background Cardiovascular-kidney-metabolic (CKM) syndrome provides an integrated framework for capturing the overlap of adiposity, metabolic dysfunction, kidney impairment, and cardiovascular risk. Whether low-cost composite biomarkers derived entirely from routine health examinations and brief questionnaires can ident...

Jing Lin, Guang-Re Xu, Fu-Li Chen et al. · 0 citations

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