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e337 Deep Learning Based Phenotyping of Medical Images Improves Power for Gene Discovery of Knee Osteoarthritis

e343 Gender Inequalities in Orthopaedics: A Systematic Review of Disparities in Leadership, Funding, and Authorship

e359 Exploring Hearing Loss in Orthopaedic Surgeons with a Validated NIH Survey and a Mobile Device App

e364 Validation of the Stopping Opioids after Surgery Score for Sustained Postoperative Opioid Use following Orthopaedic Surgery Procedures

e380 Feasibility of a New Ergometer Capable of Tilting the Pedaling Plane for Target-Specific Rehabilitation