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e0328 Pilot Study: Deep Learning Transformer Predicts Surgical Need in Knee Injury Patients from Imaging Reports Alone

e0339 Do Unicompartmental Knee Arthroplasty Patients Who Fail to Achieve the MCID Have Higher Rates of Conversion to Total Knee Arthroplasty? Findings from a Prospectively-Maintained Multi-Institutional Arthroplasty Registry

e0340 How Can Arthroplasty Surgeons Best Use Preoperative PROMs Across Multiple Domains to Predict MCID and PASS Achievement in Medial Unicompartmental Knee Arthroplasty? Findings in 911 Procedures from a Prospectively-Maintained Multi-Institutional A

e0341 Delivering Value-Based Care in Total Knee Arthroplasty: Eight Years of Reduced Healthcare Utilization with Maintained Safety

e0345 From Generic to Personalized: How PROMs Phenotypes May Redefine Meaningful Improvement Thresholds in Total Knee Arthroplasty