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Xi-Xiang Yang

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Open access Jan 2026

Association between ePWV and delirium risk in icu sepsis patients: a retrospective analysis based on the MIMIC database and development of a predictive model

Highlights • ePWV is an independent predictor of delirium in ICU sepsis patients.• Nonlinear ePWV-delirium relationship shown via RCS analysis.• KNN model with ePWV achieves AUC = 0.736 in validation cohort.• SHAP identifies RF, ARF, and ACEI as key predictors.• ePWV is a novel non-invasive biomarker for early delirium...

Li-Hong Dong, Xi-Xiang Yang, Xiao-Li Zhu et al. · 0 citations

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