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doi: 10.1016/j.arr.2010.02.005

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)