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Table of Contents
doi : 10.1016/S0883-5403(23)00906-3
Volume 38, Issue 10, October 2023, Pages A7-A10
Updates to the Submission Process: Continuous Improvement Process
Jaime L. Bellamy, DO E. Taylor Bowen James A. Browne, MD Lynne C. Jones, PhD Tracy L. Kinsey, PhD Viktor Krebs, MD Steve S. Liu, MD J. Bohannon Mason, MD Giles R. Scuderi, MD Michael J. Taunton, MD Audrey K. Tsao, MD Michael A. Mont, MD
doi : 10.1016/j.arth.2023.09.002
Volume 38, Issue 10, October 2023, Page 1909
Editorial Board Changes: A Couple Welcomes and a Farewell
Jaime L. Bellamy, DO James A. Browne, MD Lynne C. Jones, PhD Tracy L. Kinsey, PhD Viktor Krebs, MD J. Bohannon Mason, MD Giles R. Scuderi, MD Michael J. Taunton, MD Audrey K. Tsao, MD Michael A. Mont, MD
doi : 10.1016/j.arth.2023.09.001
Volume 38, Issue 10, October 2023, Page 1910
Don’t Miss It! 2022 AAHKS Proceedings is Online!
Jaime L. Bellamy, DO James A. Browne, MD Lynne C. Jones, PhD Tracy L. Kinsey, MSPH Viktor Krebs, MD J. Bohannon Mason, MD Giles R. Scuderi, MD Michael J. Taunton, MD Audrey K. Tsao, MD Steve S. Liu, MD Michael A. Mont, MD
doi : 10.1016/j.arth.2023.08.081
Volume 38, Issue 10, October 2023, Pages 1911-1918
Deep Learning: Orthopaedic Research Evolves for the Future
Michael J. Taunton, MD Steve S. Liu, MD, MBA Michael A. Mont, MD
doi : 10.1016/j.arth.2023.08.070
Volume 38, Issue 10, October 2023, Pages 1919-1920
Current Practice Trends in Primary Hip and Knee Arthroplasties Among Members of the American Association of Hip and Knee Surgeons
Matthew P. Abdel, MD, Christopher N. Carender, MD, Daniel J. Berry, MD
doi : 10.1016/j.arth.2023.08.005
Volume 38, Issue 10, October 2023, Pages 1921-1927.e3
Go Big or Go Home: Obesity and Total Joint Arthroplasty
Michael Blankstein, MD, MSc a, *, James A. Browne, MD b , Kevin A. Sonn, MD c , Itay Ashkenazi, MD d , Ran Schwarzkopf, MD
doi : 10.1016/j.arth.2023.07.001
Volume 38, Issue 10, October 2023, Pages 1928-1937
An Overview of Machine Learning in Orthopedic Surgery: An Educational Paper
Sirwa Padash, MD a, b , John P. Mickley, MD a, c , Diana V. Vera Garcia, MD a, b , Fred Nugen, PhD a, b , Bardia Khosravi, MD a, b , Bradley J. Erickson, MD, PhD b , Cody C. Wyles, MD a, c , Michael J. Taunton, MD
doi : 10.1016/j.arth.2023.08.043
Volume 38, Issue 10, October 2023, Pages 1938-1942
Demystifying Statistics and Machine Learning in Analysis of Structured Tabular Data
Bardia Khosravi, MD, MPH, MHPE a, b , Alexander D. Weston, PhD a, c , Fred Nugen, PhD b , John P. Mickley, MD a, d , Hilal Maradit Kremers, MD a , Cody C. Wyles, MD a, b, e , Rickey E. Carter, PhD c , Michael J. Taunton, MD
doi : 10.1016/j.arth.2023.08.045
Volume 38, Issue 10, October 2023, Pages 1943-1947
Application of Natural Language Processing in Total Joint Arthroplasty: Opportunities and Challenges
Fred Nugen, PhD a, b , Diana V. Vera Garcia, MD a, b , Sunghwan Sohn, PhD a, c , John P. Mickley, MD a, d , Cody C. Wyles, MD a, d , Bradley J. Erickson, MD, PhD b , Michael J. Taunton, MD a,
doi : 10.1016/j.arth.2023.08.047
Volume 38, Issue 10, October 2023, Pages 1948-1953
Educational Overview of the Concept and Application of Computer Vision in Arthroplasty
Diana V. Vera-Garcia, MD a, b , Fred Nugen, PhD a, b , Sirwa Padash, MD a, b , Bardia Khosravi, MD a, b , John P. Mickley, MD a, c , Bradley J. Erickson, MD, PhD b , Cody C. Wyles, MD a, c , Michael J. Taunton, MD
doi : 10.1016/j.arth.2023.08.046
Volume 38, Issue 10, October 2023, Pages 1954-1958
Validation of Machine Learning Model Performance in Predicting Blood Transfusion After Primary and Revision Total Hip Arthroplasty
Anirudh Buddhiraju, MD, Michelle Riyo Shimizu, BS, Murad A. Subih, MS, Tony Lin-Wei Chen, MD, PhD, Henry Hojoon Seo, BA, Young-Min Kwon, MD, PhD
doi : 10.1016/j.arth.2023.06.002
Volume 38, Issue 10, October 2023, Pages 1959-1966
Machine Learning Models Based on a National-Scale Cohort Identify Patients at High Risk for Prolonged Lengths of Stay Following Primary Total Hip Arthroplasty
Tony Lin-Wei Chen, MD, PhD, Anirudh Buddhiraju, MD, Timothy G. Costales, MD, Murad Abdullah Subih, MS, Henry Hojoon Seo, BA, Young-Min Kwon, MD, PhD
doi : 10.1016/j.arth.2023.06.009
Volume 38, Issue 10, October 2023, Pages 1967-1972
Internal and External Validation of the Generalizability of Machine Learning Algorithms in Predicting Non-home Discharge Disposition Following Primary Total Knee Joint Arthroplasty
Tony Lin-Wei Chen, MD, PhD, Anirudh Buddhiraju, MD, Henry Hojoon Seo, BA, Murad Abdullah Subih, MS, Pete Tuchinda, MS, Young-Min Kwon, MD, PhD
doi : 10.1016/j.arth.2023.01.065
Volume 38, Issue 10, October 2023, Pages 1973-1981
Health and Socioeconomic Risk Factors for Unplanned Hospitalization Following Ambulatory Unicompartmental Knee Arthroplasty: Development of a Patient Selection Tool Using Machine Learning
Joshua R. Labott, MD a , Yining Lu, MD a, b , Harold I. Salmons, MD a , Christopher L. Camp, MD a, b , Cody C. Wyles, MD a, b , Michael J. Taunton, MD
doi : 10.1016/j.arth.2023.01.026
Volume 38, Issue 10, October 2023, Pages 1982-1989
Defining Clinically Meaningful Subgroups for Risk Stratification in Patients Undergoing Revision Total Hip Arthroplasty: A Combined Unsupervised and Supervised Machine Learning Approach
Yining Lu, MD a, b , Harold I. Salmons, MD a , John P. Mickley, MD a, b , Nicholas A. Bedard, MD a, 1 , Michael J. Taunton, MD a, b, 1 , Cody C. Wyles, MD
doi : 10.1016/j.arth.2023.06.027
Volume 38, Issue 10, October 2023, Pages 1990-1997.e1
Artificial Intelligence for Automated Implant Identification in Total Hip Arthroplasty: A Multicenter External Validation Study Exceeding Two Million Plain Radiographs
Jaret M. Karnuta, MD, MS a, b , Michael P. Murphy, MD c , Bryan C. Luu, MD a, d , Michael J. Ryan, BS a , Heather S. Haeberle, MD a, e , Nicholas M. Brown, MD c , Richard Iorio, MD f , Antonia F. Chen, MD, MBA f , Prem N. Ramkumar, MD, MBA
doi : 10.1016/j.arth.2022.03.002
Volume 38, Issue 10, October 2023, Pages 1998-2003.e1
Artificial Intelligence for Automated Implant Identification in Knee Arthroplasty: A Multicenter External Validation Study Exceeding 3.5 Million Plain Radiographs
Jaret M. Karnuta, MD a , Hashim J.F. Shaikh b , Michael P. Murphy, MD c , Nicholas M. Brown, MD c , Andrew D. Pearle, MD d , Danyal H. Nawabi, MD d , Antonia F. Chen, MD, MBA e , Prem N. Ramkumar, MD, MBA
doi : 10.1016/j.arth.2023.03.039
Volume 38, Issue 10, October 2023, Pages 2004-2008
Prediction of Change in Pelvic Tilt After Total Hip Arthroplasty Using Machine Learning
Junpei Fujii, MD a , Shotaro Aoyama a, b, c , Taro Tezuka, MD, PhD a , Naomi Kobayashi, MD, PhD a , Eiryo Kawakami, MD, PhD b, c, d , Yutaka Inaba, MD, PhD
doi : 10.1016/j.arth.2022.06.020
Volume 38, Issue 10, October 2023, Pages 2009-2016.e3
Leg-Length Discrepancy Variability on Standard Anteroposterior Pelvis Radiographs: An Analysis Using Deep Learning Measurements
Seong Jun Jang a, b, *, Kyle N. Kunze, MD b , Troy D. Bornes, MD, PhD, MPH b, c , Christopher G. Anderson, MD b, d , David J. Mayman, MD e , Seth A. Jerabek, MD e , Jonathan M. Vigdorchik, MD e , Peter K. Sculco, MD
doi : 10.1016/j.arth.2023.03.006
Volume 38, Issue 10, October 2023, Pages 2017-2023.e3
A Deep Learning Tool for Automated Landmark Annotation on Hip and Pelvis Radiographs
Kellen L. Mulford, PhD a , Quinn J. Johnson, BA b , Tala Mujahed, MD c , Bardia Khosravi, MD, MPH, MHPE a, d , Pouria Rouzrokh, MD, MPH, MHPE a, d , John P. Mickley, MD a , Michael J. Taunton, MD a, e , Cody C. Wyles, MD
Accuracy, Reliability, and Repeatability of a Novel Artificial Intelligence Algorithm Converting Two-Dimensional Radiographs to Three-Dimensional Bone Models for Total Knee Arthroplasty
Levi Reina Fernandes, MD a , Carlos Arce, MD b , Gonçalo Martinho, MD a , Jo~ao Pedro Campos, MD b , R. Michael Meneghini, MD
doi : 10.1016/j.arth.2022.12.007
Volume 38, Issue 10, October 2023, Pages 2032-2036
Creating High Fidelity Synthetic Pelvis Radiographs Using Generative Adversarial Networks: Unlocking the Potential of Deep Learning Models Without Patient Privacy Concerns
Bardia Khosravi, MD, MPH, MHPE a, b, 1 , Pouria Rouzrokh, MD, MPH, MHPE a, b, 1 , John P. Mickley, MD a , Shahriar Faghani, MD b , A. Noelle Larson, MD a, c , Hillary W. Garner, MD d , Benjamin M. Howe, MD e , Bradley J. Erickson, MD, PhD b , Michael J. Taunton, MD a, c , Cody C. Wyles, MD
doi : 10.1016/j.arth.2022.12.013
Volume 38, Issue 10, October 2023, Pages 2037-2043.e1
Deep Learning Approach for Diagnosing Early Osteonecrosis of the Femoral Head Based on Magnetic Resonance Imaging
Xianyue Shen, MD a , Jia Luo, MESc b , Xiongfeng Tang, MD a , Bo Chen, MD a , Yanguo Qin, MD, PhD a, **, You Zhou, PhD b, ***, Jianlin Xiao, MD, PhD
doi : 10.1016/j.arth.2022.10.003
Volume 38, Issue 10, October 2023, Pages 2044-2050
Identifying Modifiable Cost Drivers of Outpatient Unicompartmental Knee Arthroplasty With Machine Learning
Harold I. Salmons, MD, Yining Lu, MD, Joshua R. Labott, MD, Cody C. Wyles, MD *, Christopher L. Camp, MD, Michael J. Taunton, MD
doi : 10.1016/j.arth.2022.10.017
Volume 38, Issue 10, October 2023, Pages 2051-2059.e2
Artificially Intelligent Three-Dimensionally-Printed Patient-Specific Instrument Improves Total Hip Arthroplasty Accuracy
Xi Chen, MD a, b, c, 1 , Songlin Li, MD c, 1 , Yiou Wang, MD d , Xingyu Liu, MD e, f, g, h , Yiling Zhang, PhD h, **, Guixing Qiu, PhD c, ***, Wenwei Qian, PhD
doi : 10.1016/j.arth.2022.12.017
Volume 38, Issue 10, October 2023, Pages 2060-2067.e1
Joint Track Machine Learning: An Autonomous Method of Measuring Total Knee Arthroplasty Kinematics From Single-Plane X-Ray Images
Andrew J. Jensen, BS a, *, Paris D.L. Flood, MS b , Lindsey S. Palm-Vlasak, PhD a , William S. Burton, MS c , Am elie Chevalier, PhD d, e, f , Paul J. Rullkoetter, PhD c , Scott A. Banks, PhD
doi : 10.1016/j.arth.2023.05.029
Volume 38, Issue 10, October 2023, Pages 2068-2074
The Viability of an Artificial Intelligence/Machine Learning Prediction Model to Determine Candidates for Knee Arthroplasty
David J. Houserman, DO a, *, Keith R. Berend, MD b, c , Adolph V. Lombardi Jr., MD, FACS b, c , Chanel E. Fischetti, MD d , Erik P. Duhaime, PhD e , Anant Jain, MS e , David A. Crawford, MD
doi : 10.1016/j.arth.2022.04.003
Volume 38, Issue 10, October 2023, Pages 2075-2080
External Validation of Natural Language Processing Algorithms to Extract Common Data Elements in THA Operative Notes
Cody C. Wyles, MD a, b, *, Sunyang Fu, PhD c , Susan L. Odum, PhD d , Taylor Rowe, BS d , Nahir A. Habet, MS d , Daniel J. Berry, MD a , David G. Lewallen, MD a , Hilal Maradit-Kremers, MD b, c , Sunghwan Sohn, PhD b, c , Bryan D. Springer, MD
doi : 10.1016/j.arth.2022.10.031
Volume 38, Issue 10, October 2023, Pages 2081-2084
The Impact of Machine Learning on Total Joint Arthroplasty Patient Outcomes: A Systemic Review
Elan A. Karlin a , Charles C. Lin, MD, MS b , Morteza Meftah, MD b , James D. Slover, MD, MSc b , Ran Schwarzkopf, MD, MSc
doi : 10.1016/j.arth.2022.10.039
Volume 38, Issue 10, October 2023, Pages 2085-2095
Exposure to Extended Reality and Artificial Intelligence-Based Manifestations: A Primer on the Future of Hip and Knee Arthroplasty
Hashim J.F. Shaikh, BS a , Sayyida S. Hasan, BS b , Joshua J. Woo, BS c , Ophelie Lavoie-Gagne, MD d , William J. Long, MD e , Prem N. Ramkumar, MD, MBA
doi : 10.1016/j.arth.2023.05.015
Volume 38, Issue 10, October 2023, Pages 2096-2104
Comparing Risk Assessment Between Payers and Providers: Inconsistent Agreement in Medical Comorbidity Records for Patients Undergoing Total Joint Arthroplasty
John R. Hobbs, DO, Justin A. Magnuson, MD, Erik Woelber, MD, Kalpak Sarangdhar, MS, P. Maxwell Courtney, MD, Chad A. Krueger, MD
doi : 10.1016/j.arth.2023.05.011
Volume 38, Issue 10, October 2023, Pages 2105-2113
Time Required for Planned and Unplanned Episodes of Care in Aseptic Hip and Knee Revision Arthroplasty
Luci Hulsman, BS a , Mary Ziemba-Davis, BA b , Shelly A. Hicks, RN, BSN c , Robert M. Meneghini, MD c, d , Leonard T. Buller, MD b, d, *
doi : 10.1016/j.arth.2023.04.062
Volume 38, Issue 10, October 2023, Pages 2114-2119.e2
Inconsistency and Ambiguity Within the International Classification of Disease 10 Procedure Coding System for Hip Fractures
Levent A. Ozdemir, BS, Joshua T. Anderson, MD, Benjamin M. Stronach, MS, MD, C. Lowry Barnes, MD, Simon C. Mears, MD, PhD, Jeffrey B. Stambough, MD
doi : 10.1016/j.arth.2023.05.002
Volume 38, Issue 10, October 2023, Pages 2120-2125
Postoperative Complications, Readmissions, Lengths of Stay, and Cost Analyses of Patients Who Have Atrial Septal Defects After Total Joint Arthroplasty
Matthew L. Magruder, MD a, *, Adam M. Gordon, MD a, b , Mitchell K. Ng, MD a , Salvatore Capotosto, BS c , Che Hang Jason Wong, MD a , Peter Sculco, MD
doi : 10.1016/j.arth.2023.05.004
Volume 38, Issue 10, October 2023, Pages 2126-2130
Patients Undergoing Primary, Cementless TKA had Similar Pain, Opioid Utilization, and Functional Outcomes Compared to Matched Patients With Cemented Fixation
Brian P. Chalmers, MD a, *, Simarjeet Puri, BS a , Yu-Fen Chiu, MS b , Juliana Lebowitz, MS c , Alexandra Sideris, PhD d , Geoffrey H. Westrich, MD a , Seth A. Jerabek, MD a , Alejandro Gonzalez Della Valle, MD
doi : 10.1016/j.arth.2023.04.058
Volume 38, Issue 10, October 2023, Pages 2131-2136
Tobacco and Cannabis Use Have a Synergistic Association on Infection Risk Following Total Knee Arthroplasty
Brittany Oster, MD a , Daniel Hameed, MD b , Sandeep S. Bains, MD, DC b , Ronald E. Delanois, MD b , Aaron J. Johnson, MD a , James Nace, DO, MPT b , Michael A. Mont, MD
doi : 10.1016/j.arth.2023.04.053
Volume 38, Issue 10, October 2023, Pages 2137-2141
Symptomatic Benign Prostatic Hyperplasia: An Optimizable Risk Factor for Periprosthetic Joint Infection After Elective Primary Total Knee Arthroplasty
Boyi Jiang, MM 1 , Hong Xu, MD 1 , Zichuan Ding, MD, Yahao Lai, MM, Mingcheng Yuan, MD, Zongke Zhou, MD
doi : 10.1016/j.arth.2023.04.067
Volume 38, Issue 10, October 2023, Pages 2142-2148
Genetic Risk Factors for End-Stage Hip Osteoarthritis Treated With Total Hip Arthroplasty: A Genome-wide Association Study
Scott Kulm, PhD a, b , Austin C. Kaidi, MD, MSc c , David Kolin, MD c , Mark T. Langhans, MD c , Mathias P. Bostrom, MD c , Olivier Elemento, PhD a, b , Tony S. Shen, MD
doi : 10.1016/j.arth.2023.05.006
Volume 38, Issue 10, October 2023, Pages 2149-2153.e1
Does Automated Impaction Improve Femoral Component Sizing and Alignment in Total Hip Arthroplasty?
Hope S. Thalody, DO a , Zachary D. Post, MD b , Tiffany N. Bridges, DO a , Qudratullah S. Qadiri, BS b , Amira Scaramella, BS b , Alvin C. Ong, MD b , Danielle Y. Ponzio, MD b, *
doi : 10.1016/j.arth.2023.04.054
Volume 38, Issue 10, October 2023, Pages 2154-2158
Primary Total Hip Arthroplasty in Dialysis-Dependent Patients: 35% Mortality at 5 years
Daniel Karczewski, MD a , Harold I. Salmons, MD a , Nelson Leung, MD b , Dirk R. Larson, MS c , Daniel J. Berry, MD a , Matthew P. Abdel, MD
doi : 10.1016/j.arth.2023.04.066
Volume 38, Issue 10, October 2023, Pages 2159-2163
Plasma D-Dimer Is a Promising Marker to Guide Timing of Reimplantation: A Prospective Cohort Study
Saad Tarabichi, MD a , Graham S. Goh, MD a , Diana Fern andez-Rodr?guez, MD, PhD a, b , Colin M. Baker, DO, MBA a , Juan D. Lizcano, MD a , Javad Parvizi, MD
doi : 10.1016/j.arth.2023.04.065
Volume 38, Issue 10, October 2023, Pages 2164-2170.e1
Two-Stage Exchange Using a Total Femur Spacer in the Management of Periprosthetic Joint Infection – Spacer Complications and Implant Survivorships
Christoph Theil, MD *, Burkhard Moellenbeck, MD, Jan Puetzler, MD, Sebastian Klingebiel, MD, Jan Schwarze, MD 1 , Georg Gosheger, MD
doi : 10.1016/j.arth.2023.04.057
Volume 38, Issue 10, October 2023, Pages 2171-2176
Failed 2-Stage Revision Knee Arthroplasty for Periprosthetic Joint Infection—Patient Characteristics and Outcomes
Ittai Shichman, MD a, b , Spencer A. Ward, BS a , Laura Lu, MD c , Simon Garceau, MD d , Nicolas S. Piuzzi, MD e , Thorsten M. Seyler, MD f , Ran Schwarzkopf, MD, MSc
doi : 10.1016/j.arth.2023.04.063
Volume 38, Issue 10, October 2023, Pages 2177-2182
The Outcomes of Hip and Knee Fungal Periprosthetic Joint Infections: A Retrospective Cohort Study
Robert A. McCulloch, MBChB, MSc, FRCS (Tr&Orth) a, *, Antony J. Palmer, MA(Oxon), DPhil, FRCS (Tr&Orth) b , James Donaldson, MBBS, FRCS (Tr&Orth) a , Benjamin J. Kendrick, MBBS, DPhil, FRCS (Tr&Orth) b , Jonathan Miles, MBChB, FRCS (Tr&Orth) a , Adrian Taylor, MBBS, FRCS (Tr&Orth)
doi : 10.1016/j.arth.2023.05.005
Volume 38, Issue 10, October 2023, Pages 2183-2187.e1
Letter to the Editor: Regarding “Outcomes of Ceramic-On-Ceramic Bearing Total Hip Arthroplasty: A Minimum 10-Year Follow-Up Study�
Vahit E. Ozden, MD
doi : 10.1016/j.arth.2023.07.003
Volume 38, Issue 10, October 2023, Page e39
Reply to Letter to the Editor: Regarding “Outcomes of Ceramic-On-Ceramic Bearing Total Hip Arthroplasty: A Minimum 10-Year Follow-Up Study�
Malek O. Alshammari, MD Gianni De Petrillo Laura M. Epure, Eng, MSc Olga L. Huk, MD, MSc David J. Zukor, MD John Antoniou, MD, PhD
doi : 10.1016/j.arth.2023.07.002
Volume 38, Issue 10, October 2023, Pages e40-e41
Conflict of Interest Statement
doi : 10.1016/S0883-5403(23)00907-5
Volume 38, Issue 10, October 2023, Page A13
