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435 Automated Identification of Vertebral Screws Using Artificial Intelligence

436 Depression Among Lumbar Spine Surgery Patients: Uncovering the Untold Story

437 Lower 1-Year PROMs Completion Rates and Higher Need for More Resource-Intensive Follow-Up Methods in Inpatient vs. Outpatient Medicare THA Patients: Addressing Barriers For Upcoming CMS new Policy on PROMs Collection

438 Inpatient Represents a Minority of Medicare THA Patients with Distinct Characteristics and Worse Outcomes: Implications for New CMS PROMs Collection Policy

439 Are We Fulfilling Patient Expectations In Total Joint Arthroplasty? A Review of a Large National Registry