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Evaluation of Principal component–based and Synthetic Feature Representations in Machine Learning Prediction of Hospital Length of Stay in COVID-19 Patients Using XGBoost Algorithm. MIJ 2026, 2 (2), 1-18. https://doi.org/10.69139/j5e22841.