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Development and clinical application of an automated machine learning-based delirium risk prediction model for emergency polytrauma patients

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Objective: To address the limitations of conventional delirium prediction models in emergency polytrauma care, this study developed an interpretable machine learning (ML) framework incorporating trauma-specific biomarkers and adv... ...