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2026. Comparative Performance of Logistic Regression, XGBoost, and Multilayer Perceptron for Mortality and Treatment Strategy Prediction in Blunt Thoracic Aortic Injury. The Pacific Northwest Journal of Surgery. 3, 1 (Mar. 2026), 4–12. DOI:https://doi.org/10.70422/n2panf23.