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Additionally, tree-based ML algorithms such as XGBoost, LightGBM, and AdaBoost have been used to classify T2D patients based on metabolite data, achieving high accuracy and sensitivity in distinguishing T2D from non-diabetic controls (161)

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[DOI] [PubMed] [Google Scholar] 47.Turkovic B, Sikiric P, Seiwerth S, Mise S, Anic T, Petek M, Rucman R

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Furthermore, in vivo administration of compound 17 significantly reduced the severity of LPS-induced sepsis in C57BL/6J mice, resulting in less damage to various organs