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In RF using Borderline-SMOTE, the AUC was 0.835 0.045 in 5-CV and dropped slightly to 0.772 0.017 in independent validation, while the F1-score remained consistently low, at 0.160 0.112 in 5-CV and 0.246 0.162 in validation, respectively

At the molecular level, mucus analysis involves studying of gene expression and protein content which mostly focus on identification of mucin mRNA expression within mucus samples

Mitochondrial deacetylase Sirt3 reduces vascular dysfunction and hypertension while Sirt3 depletion in essential hypertension is linked to vascular inflammation and oxidative stress

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