♢ At the end of a title indicates that the FDA has not cleared prescription drugs, approved medical devices and/or biologics for the use described in this presentation. The prescription drugs, approved medical devices and/or biologics are being discussed for an off-label use.

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428 Patient Expectations and Surgical Satisfaction in Primary versus Revision Lumbar Spine Surgery

Author:Khaled Skaik, BS  Rohail Mumtaz, MD  Najmedden Attabib, FRCSC  Nathan Evaniew, MD, PhD  Charles Fisher, MD, Prof  Hamilton Hall, MD  Neil Manson, MD  Jerome Paquet, FRCSC, MD  Raja Rampersaud, FRCSC, MD  Supriya Singh, MD  Alexandra Soroceanu, MD  Kenneth Thomas, MD, MHSc  Michael Weber, MD  Bernard LaRue, MD, FAAOS  Andrew Glennie, MD  Daryl Fourney, MD  Adrienne Kelly, MD  Henry Ahn, MD  Joel Finkelstein, MD  Travis Marion, MD  Andrew Nataraj, MD, MSc  Raphaele Charest-Morin, MD  Greg McIntosh, MSc  Philippe Phan, MD  

Event Title:(425-436) VIPER: Spine III Papers  

Event Type:Paper Presentations  

Category-Classification:Spine  

Event Day:Wednesday, March 12  

e235 Unsupervised Machine Learning Can Group Synovial Fluid Samples into Disease-Relevant Clusters: AI Diagnosis of PJI is Near

Author:Carl Deirmengian, MD,FAAOS  Van Thai-Paquette  Pearl Paranjape, MS  Jim Parr, PhD  Krista Toler, MBA,MS  

Event Title:e151-e300 Adult Reconstruction Knee ePosters  

Event Type:ePosters  

Category-Classification:Adult Reconstruction Knee  

Event Day:Monday, March 10  

e569 Effect Of Elective Cervical Spine Surgery On Mental Health of Patients with Degenerative Cervical Myelopathy

Author:Khaled Skaik, BS  Philippe Phan, MD  Hani Alharbi, MBBS  David Cadotte, MD, PhD  Jerome Paquet, FRCSC, MD  Michael Weber, MD  Sean Christie, MD, FRCSC  Najmedden Attabib, FRCSC  W. Jacobs, FRCSC, MD  Jay Toor, MD  Supriya Singh, MD  Charles Fisher, MD, Prof  Raja Rampersaud, FRCSC, MD  Chris Bailey  Hamilton Hall, MD  Neil Manson, MD  Kenneth Thomas, MD, MHSc  Alexandra Soroceanu, MD  Nathan Evaniew, MD, PhD  Nicolas Dea, FRCSC, MD, MSc  

Event Title:e546-e635 Spine ePosters  

Event Type:ePosters  

Category-Classification:Spine  

Event Day:Monday, March 10