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165 Among these, ensemble modelsparticularly random forest (RF) and XGBoosthave consistently demonstrated strong performance when applied to structured, tabular clinical datasets

US Patent 4,255,449 and US Patent 4,268,524 describe the use of L-carnitine and alkanoyl L-carnitines, respectively, for normalising abnormally high ratios of low-density lipoproteins (LDL) + very low- density lipoproteins (VLDL) to high-density lipoproteins (HDL), which constitute an etiological factor in various cardiovascular diseases

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