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              e614 Application of Survival Machine Learning Methodology to Predict Time-Dependent Risk of Revision Anterior Cruciate Ligament Reconstruction Graft Failure in the MARS Cohort

              Author:Kinjal Vasavada, BA  Vrinda Vasavada, MS  Sai Devana, MD  Changhee Lee  Sharon Hame, MD,FAAOS  Laith Jazrawi, MD,FAAOS  Rick Wright, MD,FAAOS  Laura Huston, MS  Amanda Braun, MA  Christina Allen, MD,FAAOS  Daniel Cooper, MD, FAAOS  Thomas DeBerardino, MD,FAAOS  Brick Lantz, MD, FAAOS  Kurt Spindler, MD,FAAOS  Michael Stuart, MD,FAAOS  Annunziato Amendola, MD,FAAOS  Christopher Annunziata, MD,FAAOS  Robert Arciero, MD,FAAOS  Bernard Bach, MD,FAAOS  Champ Baker, MD,FAAOS  Arthur Bartolozzi, MD,FAAOS  Keith Baumgarten, MD,FAAOS  Jeffrey Berg, MD,FAAOS  Geoffrey Bernas, MD, FAAOS  Stephen Brockmeier, MD,FAAOS  Robert Brophy, MD,FAAOS  Charles Bush-Joseph, MD,FAAOS  Jay Butler, MD,FAAOS  James Carey, MD, FAAOS  James Carpenter, FAAOS  Brian Cole, MD,MBA,FAAOS  Charles Cox, MD,MPH,FAAOS  Robert Creighton, MD,FAAOS  Tal David, MD,FAAOS  Warren Dunn, MD,MPH,FAAOS  David Flanigan, MD,FAAOS  Robert Frederick, MD,FAAOS  Theodore Ganley, MD,FAAOS  Charles Gatt, MD,FAAOS  Steven Gecha, MD, FAAOS  Jo Hannafin, MD,PhD,FAAOS  N Harris, MD, FAAOS  Keith Hechtman, MD,FAAOS  Elliott Hershman, MD,FAAOS  Rudolf Hoellrich, MD,FAAOS  David Johnson, MD,FAAOS  Timothy Johnson, MD,FAAOS  Morgan Jones, MD,FAAOS  Christopher Kaeding, MD,FAAOS  Ganesh Kamath, MD,FAAOS  Bruce Levy, MD,FAAOS  ChunBong Ma, MD,FAAOS  G Maiers, MD, FAAOS  Matthew Matava, MD,FAAOS  Robert Marx, MD,FAAOS  Gregory Mathien, MD,FAAOS  David McAllister, MD,FAAOS  Bruce Miller, MD,MS,FAAOS  Carl Nissen, MD,FAAOS  Daniel O'Neill, MD,EdD,FAAOS  Richard Parker, MD, FAAOS  Arun Ramappa, MD, FAAOS  Michael Rauh, MD,FAAOS  Jon Sekiya, MD  Kevin Shea, MD,FAAOS  James Slauterbeck, MD,FAAOS  Matthew Smith, MD,FAAOS  Jeffrey Spang, MD, FAAOS  Steven Svoboda, MD,FAAOS  Timothy Taft, MD,FAAOS  Joachim Tenuta, MD,FAAOS  Edwin Tingstad, MD,FAAOS  Armando Vidal, MD,FAAOS  Darius Viskontas, MD  Richard White, MD,FAAOS  James Williams, MD,FAAOS  Michelle Wolcott, MD,FAAOS  Brian Wolf, MD,MS,FAAOS  James York, MD,FAAOS  

              Event Title:e571-e670 Sports Medicine ePosters  

              Event Type:ePosters  

              Category-Classification:Sports Medicine  

              Event Day:Monday, February 12