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A Machine Learning Approach to Predicting Heterogeneous Lipid Responses to Statins in Type 2 Diabetes

2026-01-02 endocrinology Title + abstract only
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BackgroundInter-individual variability in lipid response to statin therapy poses a major challenge in cardiovascular risk reduction, particularly among patients with type 2 diabetes mellitus (T2DM), who exhibit complex dyslipidemia and elevated cardiovascular risk. While randomized trials provide population-level estimates of treatment efficacy, individualized prediction of lipid changes, and corresponding uncertainty, remains limited. Using rich clinical data from the Action to Control Cardiova...

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