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Open access Oct 2026

Seeing the invisible: Reorienting cardiovascular risk prediction across the disease trajectory

Current risk equations miss many cardiovascular events in people classified as low risk. Prediction is simultaneously advancing on two axes: broadening predictors toward molecular omics, and expanding outcomes toward earlier subclinical atherosclerosis and later heart failure.

Xun Tang, Pei Gao · 0 citations
Open access Sep 2026

Simultaneous derivation, validation, and comparison of predictor hazard ratios for cardiovascular risk prediction equations in patients with diabetes from high versus non-high income countries: cohort study

Abstract Objective To directly test the generalisability of cardiovascular disease (CVD) risk predictor effects across populations in a high income versus non-high income country, derive comparable risk equations, and identify more effective strategies for prediction across populations. Design Population based cohort s...

Jing-Yuan Liang, Y. Choi, Peng Shen et al. · 0 citations

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