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Abbreviations ML: Machine learning T2DM: Type 2 diabetes mellitus SHAP: SHapley additive exPlanation SMBG: Self-monitored blood glucose LR: Logistic regression KNN: K-nearest neighbor SVM: Support vector machine RF: Random forest XGBoost: EXtreme gradient boosting AUC: Area under the receiver operating characteristic curve IIT: Intensive insulin therapy References Magliano, D

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This muscle loss is a significant concern for long-term health, especially in aging populations