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Research ArticleFocus Issue Article

Artificial Intelligence and Machine Learning Applications in Spine Surgery

Nathan J. Lee, Joseph M. Lombardi and Ronald A. Lehman
International Journal of Spine Surgery June 2023, 17 (S1) S18-S25; DOI: https://doi.org/10.14444/8503
Nathan J. Lee
1 Department of Orthopaedics, Columbia University Medical Center, The Och Spine Hospital at New York-Presbyterian, New York, NY, USA
MD
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  • For correspondence: njl2116@cumc.columbia.edu
Joseph M. Lombardi
1 Department of Orthopaedics, Columbia University Medical Center, The Och Spine Hospital at New York-Presbyterian, New York, NY, USA
MD
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Ronald A. Lehman
1 Department of Orthopaedics, Columbia University Medical Center, The Och Spine Hospital at New York-Presbyterian, New York, NY, USA
MD
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Article Information

vol. 17 no. S1 S18-S25
DOI 
https://doi.org/10.14444/8503
PubMed 
37193608

Published By 
International Journal of Spine Surgery
Online ISSN 
2211-4599
History 
  • Published online June 28, 2023.

Article Versions

  • Latest version (May 16, 2023 - 11:04).
  • You are viewing the most recent version of this article.
Copyright & Usage 
This manuscript is generously published free of charge by ISASS, the International Society for the Advancement of Spine Surgery. Copyright © 2023 ISASS. To see more or order reprints or permissions, see http://ijssurgery.com.

Author Information

  1. Nathan J. Lee, MD1⇑,
  2. Joseph M. Lombardi, MD1 and
  3. Ronald A. Lehman, MD1
  1. 1 Department of Orthopaedics, Columbia University Medical Center, The Och Spine Hospital at New York-Presbyterian, New York, NY, USA
  1. Correspondence to Nathan J. Lee, Columbia University Medical Center, 161 Fort Washington Ave, New York, NY 10032, USA; njl2116{at}cumc.columbia.edu
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International Journal of Spine Surgery: 17 (S1)
International Journal of Spine Surgery
Vol. 17, Issue S1
1 Jun 2023
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Artificial Intelligence and Machine Learning Applications in Spine Surgery
Nathan J. Lee, Joseph M. Lombardi, Ronald A. Lehman
International Journal of Spine Surgery Jun 2023, 17 (S1) S18-S25; DOI: 10.14444/8503

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Artificial Intelligence and Machine Learning Applications in Spine Surgery
Nathan J. Lee, Joseph M. Lombardi, Ronald A. Lehman
International Journal of Spine Surgery Jun 2023, 17 (S1) S18-S25; DOI: 10.14444/8503
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Jump to section

  • Article
    • Abstract
    • Introduction
    • What is Artificial Intelligence and Machine Learning?
    • Common Machine Learning Models Used in Spine Research
    • Applications of Machine Learning in the Cervical Spine
    • Applications of Machine Learning in the Lumbar Spine
    • Machine Learning Applications in Adult Spinal Deformity
    • Future Directions of Artificial Intelligence in Spine Surgery
    • Footnotes
    • References
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More in this TOC Section

  • The Future of Arthroplasty in the Spine
  • Osteoimmunology: Interactions With the Immune System in Spinal Fusion
  • Implant Surface Technologies to Promote Spinal Fusion: A Narrative Review
Show more Focus Issue Article

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Keywords

  • machine learning
  • artificial intelligence
  • cervical spine
  • lumbar spine
  • adult spinal deformity
  • predictive model

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