Predictive Modeling for Spinal Metastatic Disease by Akash A. Shah, Joseph H. Schwab

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Chondroitin sulfate proteoglycan 4 expression in chondrosarcoma: A potential target for antibody-based immunotherapy by Sjoerd P. F. T. Nota, Sjoerd P. F. T. Nota, Sjoerd P. F. T. Nota, David O. Osei-Hwedieh, David O. Osei-Hwedieh, David L. Drum, Xinhui Wang, Francesco Sabbatino, Soldano Ferrone, Joseph H. Schwab, Joseph H. Schwab

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A novel concept of an acoustic ultrasound wearable for early detection of implant failure by Amirhossein Yazdkhasti, Elizabeth Hughes, Joshua S Norton, Gage L. Olson, Casey Lam, Sophie Lloyd, Miao Yu, Joseph H. Schwab, Hamid Ghaednia

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Tumor-induced osteomalacia treated with T12 tumor resection by Alyssa J Mancini, Amin Sabet, Gunnlaugur Petur Nielsen, J Anthony Parker, Joseph H Schwab, Ashley Ward, Jim S Wu, Alan O Malabanan

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B7-H3 CAR-T cell therapy combined with irradiation is effective in targeting bulk and radiation-resistant chordoma cancer cells by Kun Wang, Gianpietro Dotti, Soldano Ferrone, Yufeng Wang, Yin P Hung, Tao Ma, Giulia Cattaneo, Xinhui Wang, David O Osei-Hwedieh, Tara A Walhart, Joseph H Schwab

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Opportunistic CT for Prediction of Adverse Postoperative Events in Patients with Spinal Metastases by Neal D. Kapoor, Olivier Q. Groot, Colleen G. Buckless, Peter K. Twining, Michiel E. R. Bongers, Stein J. Janssen, Joseph H. Schwab, Martin Torriani, Miriam A. Bredella

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Sociodemographic Factors Are Associated with Patient-Reported Outcome Measure Completion in Orthopaedic Surgery by David N. Bernstein, MD, MBA, MEI, Aditya V. Karhade, MD, MBA, Christopher M. Bono, MD, Joseph H. Schwab, MD, MS, Mitchel B. Harris, MD, Daniel G. Tobert, MD

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Prediction of Postoperative Delirium in Geriatric Hip Fracture Patients: A Clinical Prediction Model Using Machine Learning Algorithms by Jacobien H. F. Oosterhoff MD, Aditya V. Karhade MD, MBA, Tarandeep Oberai PT, Esteban Franco-Garcia MD, Job N. Doornberg MD, PhD, Joseph H. Schwab MD, MS

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The Skeletal Oncology Research Group Machine Learning Algorithm (SORG-MLA) for predicting prolonged postoperative opioid prescription after total knee arthroplasty: an internationa... by Cheng-Chen Tsai, Chuan-Ching Huang, Ching-Wei Lin, Paul T. Ogink, Chih-Chi Su, Shin-Fu Chen, Mao-Hsu Yen, Jorrit-Jan Verlaan, Joseph H. Schwab, Chen-Ti Wang, Olivier Q. Groot, Ming-Hsiao Hu, Hongsen Chiang

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Inpatient opioid use varies by construct length among laminoplasty versus laminectomy and fusion patients by Harry M Lightsey, IV, MD, Peter J Georgakas, MD, Matthew H Lindsey, MD, Caleb M Yeung, MD, Joseph H Schwab, MD, Harold A Fogel, MD, Stuart H Hershman, MD, Daniel G Tobert, MD, Kevin M Hwang, MD

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A deep learning approach using an ensemble model to autocreate an image-based hip fracture registry by Jacobien H.F. Oosterhoff, MD, PhD, Soomin Jeon, PhD, Bardiya Akhbari, PhD, David Shin, BS, Daniel G. Tobert, MD, Synho Do, PhD, Soheil Ashkani-Esfahani, MD, Hamid Ghaednia, PhD, Joseph H. Schwab, MD, MS

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Development of machine-learning algorithms for 90-day and one-year mortality prediction in the elderly with femoral neck fractures based on the HEALTH and FAITH trials by Hidde Dijkstra, Jacobien H. F. Oosterhoff, Anouk van de Kuit, Frank F. A. IJpma, Joseph H. Schwab, Rudolf W. Poolman, Sheila Sprague, Sofia Bzovsky, Mohit Bhandari, Marc Swiontkowski, Emil H. Schemitsch, Job N. Doornberg, Laurent A. M. Hendrickx, On behalf of the Machine Learning Consortium, the HEALTH Investigators, and the FAITH Investigators

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Comparison of eight modern preoperative scoring systems for survival prediction in patients with extremity metastasis by Tse‐Ying Lee, Yu‐An Chen, Olivier Q. Groot, Hung‐Kuan Yen, Bas J. J. Bindels, Robert‐Jan Pierik, Hsiang‐Chieh Hsieh, Aditya V. Karhade, Ting‐En Tseng, Yi‐Hsiang Lai, Jing‐Jen Yang, Chia‐Che Lee, Ming‐Hsiao Hu, Jorrit‐Jan Verlaan, Joseph H. Schwab, Rong‐Sen Yang, Wei‐Hsin Lin

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Attitudes and trends in the use of radiolucent spinal implants: A survey of the North American Spine Society section of spinal oncology by Athan G. Zavras, Andrew J. Schoenfeld, Joshua C. Patt, Mohammed A. Munim, C. Rory Goodwin, Matthew L. Goodwin, Sheng-Fu Larry Lo, Kristin J. Redmond, Daniel G. Tobert, John H. Shin, Marco L. Ferrone, Ilya Laufer, Comron Saifi, Jacob M. Buchowski, Jack W. Jennings, Ali K. Ozturk, Christina Huang-Wright, Addisu Mesfin, Chris Steyn, Wesley Hsu, Hesham M. Soliman, Ajit A. Krishnaney, Daniel M. Sciubba, Joseph H. Schwab, Matthew W. Colman

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