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Research ArticleComplications

Prediction of In-Hospital Mortality Following Vertebral Fracture Fixation in Patients With Ankylosing Spondylitis or Diffuse Idiopathic Skeletal Hyperostosis: Machine Learning Analysis

Andrew Cabrera, Alexander Bouterse, Michael Nelson, Coleman Dietrich, Jacob Razzouk, Udochukwu Oyoyo, Christopher M. Bono and Olumide Danisa
International Journal of Spine Surgery February 2024, 18 (1) 62-68; DOI: https://doi.org/10.14444/8567
Andrew Cabrera
1 School of Medicine, Loma Linda University, Loma Linda, CA, USA
BS
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Alexander Bouterse
1 School of Medicine, Loma Linda University, Loma Linda, CA, USA
BS
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Michael Nelson
1 School of Medicine, Loma Linda University, Loma Linda, CA, USA
BS
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Coleman Dietrich
1 School of Medicine, Loma Linda University, Loma Linda, CA, USA
BA
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Jacob Razzouk
1 School of Medicine, Loma Linda University, Loma Linda, CA, USA
BS
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Udochukwu Oyoyo
2 Office of Dental Education Services, Loma Linda University School of Dentistry, Loma Linda, CA, USA
MPH
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Christopher M. Bono
3 Department of Orthopedics, Harvard Medical School, Massachusetts General Hospital, Boston, MA, USA
MD
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Olumide Danisa
4 Department of Orthopedics, Loma Linda University, Loma Linda, CA, USA
MD
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  • For correspondence: odanisa@llu.edu
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Article Information

vol. 18 no. 1 62-68
DOI 
https://doi.org/10.14444/8567
PubMed 
38282419

Published By 
International Journal of Spine Surgery
Online ISSN 
2211-4599
History 
  • Published online March 4, 2024.

Article Versions

  • Latest version (January 24, 2024 - 09:21).
  • 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 © 2024 ISASS. To see more or order reprints or permissions, see http://ijssurgery.com.

Author Information

  1. Andrew Cabrera, BS1,
  2. Alexander Bouterse, BS1,
  3. Michael Nelson, BS1,
  4. Coleman Dietrich, BA1,
  5. Jacob Razzouk, BS1,
  6. Udochukwu Oyoyo, MPH2,
  7. Christopher M. Bono, MD3 and
  8. Olumide Danisa, MD4⇑
  1. 1 School of Medicine, Loma Linda University, Loma Linda, CA, USA
  2. 2 Office of Dental Education Services, Loma Linda University School of Dentistry, Loma Linda, CA, USA
  3. 3 Department of Orthopedics, Harvard Medical School, Massachusetts General Hospital, Boston, MA, USA
  4. 4 Department of Orthopedics, Loma Linda University, Loma Linda, CA, USA
  1. Correspondence to Olumide Danisa, Department of Orthopedics, Loma Linda University, Loma Linda, CA 92354, USA; odanisa{at}llu.edu
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Prediction of In-Hospital Mortality Following Vertebral Fracture Fixation in Patients With Ankylosing Spondylitis or Diffuse Idiopathic Skeletal Hyperostosis: Machine Learning Analysis
Andrew Cabrera, Alexander Bouterse, Michael Nelson, Coleman Dietrich, Jacob Razzouk, Udochukwu Oyoyo, Christopher M. Bono, Olumide Danisa
International Journal of Spine Surgery Feb 2024, 18 (1) 62-68; DOI: 10.14444/8567

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Prediction of In-Hospital Mortality Following Vertebral Fracture Fixation in Patients With Ankylosing Spondylitis or Diffuse Idiopathic Skeletal Hyperostosis: Machine Learning Analysis
Andrew Cabrera, Alexander Bouterse, Michael Nelson, Coleman Dietrich, Jacob Razzouk, Udochukwu Oyoyo, Christopher M. Bono, Olumide Danisa
International Journal of Spine Surgery Feb 2024, 18 (1) 62-68; DOI: 10.14444/8567
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Keywords

  • machine learning
  • ankylosing spondylitis
  • diffuse idiopathic skeletal hyperostosis
  • HCUP-NIS
  • in-hospital mortality

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