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227 Risk Factors for Surgical Site Infection Following Arthroscopic Rotator Cuff Repair

523 Personalized Risk Stratification for Total Knee Arthroplasty: Insights from Machine Learning Models

529 Machine Learning for Revision Total Knee Arthroplasty: Identifying Patient-Specific Risk Factors for Adverse Outcomes

e0035 The Impact of Ventricular Septal Defect on Outcomes and Complications Following Total Hip Arthroplasty: A Propensity Scored-Match Analysis

e0105 Precision Risk Modeling in Total Hip Arthroplasty: A Machine Learning Framework for Personalized Outcome Prediction