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615 Precise and accurate automated assessment of skeletal age from hand radiographs using deep learning

625 The Impact of Tourniquet Duration on Postoperative Opioid Use, Stiffness, and Patient Outcomes After Total Knee Arthroplasty

630 A Synthetic Form of Cannabinoid Does Not Decrease Opioid Use After Total Knee Arthroplasty:  A Prospective Randomized, Double Blinded Study ♢

632 Smoking as a Modifiable Risk Factor of Prosthetic Joint Infection in Total Joint Arthroplasty: A Single Center Retrospective Review