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Research ArticleSpine Imaging and Spine Image-Guided Interventions

Quantitative Analysis of Spinal Canal Areas in the Lumbar Spine: An Imaging Informatics and Machine Learning Study

B. Gaonkar, D. Villaroman, J. Beckett, C. Ahn, M. Attiah, D. Babayan, J.P. Villablanca, N. Salamon, A. Bui and L. Macyszyn
American Journal of Neuroradiology August 2019, DOI: https://doi.org/10.3174/ajnr.A6174
B. Gaonkar
aFrom the Departments of Neurosurgery (B.G., D.V., J.B., C.A., M.A., D.B., L.M.)
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D. Villaroman
aFrom the Departments of Neurosurgery (B.G., D.V., J.B., C.A., M.A., D.B., L.M.)
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  • ORCID record for D. Villaroman
J. Beckett
aFrom the Departments of Neurosurgery (B.G., D.V., J.B., C.A., M.A., D.B., L.M.)
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C. Ahn
aFrom the Departments of Neurosurgery (B.G., D.V., J.B., C.A., M.A., D.B., L.M.)
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M. Attiah
aFrom the Departments of Neurosurgery (B.G., D.V., J.B., C.A., M.A., D.B., L.M.)
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D. Babayan
aFrom the Departments of Neurosurgery (B.G., D.V., J.B., C.A., M.A., D.B., L.M.)
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J.P. Villablanca
bRadiology (J.P.V., N.S., A.B., L.M.), University of California, Los Angeles, Los Angeles, California.
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N. Salamon
bRadiology (J.P.V., N.S., A.B., L.M.), University of California, Los Angeles, Los Angeles, California.
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A. Bui
bRadiology (J.P.V., N.S., A.B., L.M.), University of California, Los Angeles, Los Angeles, California.
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L. Macyszyn
aFrom the Departments of Neurosurgery (B.G., D.V., J.B., C.A., M.A., D.B., L.M.)
bRadiology (J.P.V., N.S., A.B., L.M.), University of California, Los Angeles, Los Angeles, California.
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Cite this article
B. Gaonkar, D. Villaroman, J. Beckett, C. Ahn, M. Attiah, D. Babayan, J.P. Villablanca, N. Salamon, A. Bui, L. Macyszyn
Quantitative Analysis of Spinal Canal Areas in the Lumbar Spine: An Imaging Informatics and Machine Learning Study
American Journal of Neuroradiology Aug 2019, DOI: 10.3174/ajnr.A6174

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Quantitative Analysis of Spinal Canal Areas in the Lumbar Spine: An Imaging Informatics and Machine Learning Study
B. Gaonkar, D. Villaroman, J. Beckett, C. Ahn, M. Attiah, D. Babayan, J.P. Villablanca, N. Salamon, A. Bui, L. Macyszyn
American Journal of Neuroradiology Aug 2019, DOI: 10.3174/ajnr.A6174
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This article has been cited by the following articles in journals that are participating in Crossref Cited-by Linking.

  • Applications of Interpedicular Distance and Anteroposterior Diameter in the Approximation of the Spinal Canal Area
    Zachary Brandt, Jacob Razzouk, Kai Nguyen, Mark Oliinik, Patricia Carlson, Andrew J Cabrera, Alex Bouterse, Emily Novak, Asael Isaac, Juliette Scolieri, Mei Carter, Olumide Danisa, Wayne Cheng
    Cureus 2023
  • Assessment of Anteroposterior Diameter and Interpedicular Distance in the Approximation of Cervical Spinal Canal Area
    Zachary Brandt, Kai Nguyen, Paddington Mbumbgwa, Jacob Hauser, Rohan Kubba, Mark Oliinik, Andrew Fay, Asael Isaac, Jacob Razzouk, Gideon Harianja, Jun Ho Chung, Olumide Danisa, Wayne Cheng
    Cureus 2024
  • Biomedical Engineering Technologies
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  • Deep learning-based automated segmentation and quantification of the dural sac cross-sectional area in lumbar spine MRI
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  • Deep-Learning-Based Radiomics to Predict Surgical Risk Factors for Lumbar Disc Herniation in Young Patients: A Multicenter Study
    Zheng Fan, Tong Wu, Yang Wang, Zhuoru Jin, Tong Wang, Da Liu
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