524 Multimodal Deep Learning Models Integrating Preoperative Imaging and Clinical Data to Predict One-Year Patient-Reported Outcomes After Total Knee Arthroplasty

527 Predicting PROMs, Satisfaction, Healthcare Utilization, and Return to Work After TKA Using Machine Learning: A 14,900-Patient Study

e0292 Automated Deep Learning Framework for Radiographic View Classification in 17,958 Total Knee Arthroplasty Patients: Enabling Scalable Clinical Imaging Analysis