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444 Aligning Success: Insights from 85,000 CT Scans on Trochlear Groove Positioning with Kinematic Alignment

445 Unintentional valgus malalignment in mechanically aligned total knee arthroplasty leads to higher prosthetic failure rates. A national registry survivorship analysis of coronal, sagittal and rotational alignment using computed tomography.

446 Unsupervised Machine Learning Driven Dynamic Alignment Classification Under Controlled Load In Navigated Total Knee Arthroplasty

448 Functional Knee Phenotypes Combined With Objective Motion Assessment Provide Novel Insights Into Patient-Specific Kinematic Patterns For Total Knee Arthroplasty

450 What Factors Are Associated with Failure to Achieve Substantial Clinical Benefit Following Primary TKA?