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Research ArticleComplications

Validation of the ACS-NSQIP Risk Calculator: A Machine-Learning Risk Tool for Predicting Complications and Mortality Following Adult Spinal Deformity Corrective Surgery

Katherine E. Pierce, Bhaveen H. Kapadia, Sara Naessig, Waleed Ahmad, Shaleen Vira, Carl Paulino, Michael Gerling and Peter G. Passias
International Journal of Spine Surgery December 2021, 15 (6) 1210-1216; DOI: https://doi.org/10.14444/8153
Katherine E. Pierce
1 Departments of Orthopaedic and Neurologic Surgery, NYU Langone Orthopedic Hospital; New York Spine Institute, New York, New York, USA
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Bhaveen H. Kapadia
2 Department of Orthopedic Surgery, SUNY Downstate Medical School, Brooklyn, New York, USA
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Sara Naessig
1 Departments of Orthopaedic and Neurologic Surgery, NYU Langone Orthopedic Hospital; New York Spine Institute, New York, New York, USA
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Waleed Ahmad
1 Departments of Orthopaedic and Neurologic Surgery, NYU Langone Orthopedic Hospital; New York Spine Institute, New York, New York, USA
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Shaleen Vira
3 Department of Orthopedic Surgery, UT Southwestern, Dallas, New York, USA
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Carl Paulino
2 Department of Orthopedic Surgery, SUNY Downstate Medical School, Brooklyn, New York, USA
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Michael Gerling
4 Department of Orthopedic Surgery, NYU Langone Orthopedic Hospital, New York, New York, USA
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Peter G. Passias
1 Departments of Orthopaedic and Neurologic Surgery, NYU Langone Orthopedic Hospital; New York Spine Institute, New York, New York, USA
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Article Information

vol. 15 no. 6 1210-1216
DOI 
https://doi.org/10.14444/8153
PubMed 
35086879

Published By 
International Journal of Spine Surgery
Online ISSN 
2211-4599
History 
  • Published online January 27, 2022.

Copyright & Usage 
This manuscript is generously published free of charge by ISASS, the International Society for the Advancement of Spine Surgery. Copyright © 2021 ISASS. To see more or order reprints or permissions, see http://ijssurgery.com.

Author Information

  1. Katherine E. Pierce1,
  2. Bhaveen H. Kapadia2,
  3. Sara Naessig1,
  4. Waleed Ahmad1,
  5. Shaleen Vira3,
  6. Carl Paulino2,
  7. Michael Gerling4 and
  8. Peter G. Passias1
  1. 1 Departments of Orthopaedic and Neurologic Surgery, NYU Langone Orthopedic Hospital; New York Spine Institute, New York, New York, USA
  2. 2 Department of Orthopedic Surgery, SUNY Downstate Medical School, Brooklyn, New York, USA
  3. 3 Department of Orthopedic Surgery, UT Southwestern, Dallas, New York, USA
  4. 4 Department of Orthopedic Surgery, NYU Langone Orthopedic Hospital, New York, New York, USA
  1. Correspondence to Peter G. Passias, New York Spine Institute Division of Spinal Surgery, Departments of Orthopaedic and Neurological Surgery, NYU Langone Medical Center, Orthopaedic Hospital – NYU School of Medicine, New York, NY, 10003, USA; Peter.Passias{at}nyumc.org
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Validation of the ACS-NSQIP Risk Calculator: A Machine-Learning Risk Tool for Predicting Complications and Mortality Following Adult Spinal Deformity Corrective Surgery
Katherine E. Pierce, Bhaveen H. Kapadia, Sara Naessig, Waleed Ahmad, Shaleen Vira, Carl Paulino, Michael Gerling, Peter G. Passias
International Journal of Spine Surgery Dec 2021, 15 (6) 1210-1216; DOI: 10.14444/8153

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Validation of the ACS-NSQIP Risk Calculator: A Machine-Learning Risk Tool for Predicting Complications and Mortality Following Adult Spinal Deformity Corrective Surgery
Katherine E. Pierce, Bhaveen H. Kapadia, Sara Naessig, Waleed Ahmad, Shaleen Vira, Carl Paulino, Michael Gerling, Peter G. Passias
International Journal of Spine Surgery Dec 2021, 15 (6) 1210-1216; DOI: 10.14444/8153
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