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Results: The XB model showed superior performance compared to both RF and Cox regression in predicting left atrial enlargement (LAE) (PR-AUC = 0.71, specificity = 75%, sensitivity = 64%), left ventricular (LV) akinesia (PR-AUC = 0.44, specificity = 96%, sensitivity = 54%), and aortic plaques (PR-AUC = 0.29, specificity = 27%, sensitivity = 79%)

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