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

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 and L. Macyszyn

American Journal of Neuroradiology September 2019, 40 (9) 1586-1591; 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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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.)

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vol. 40 no. 9 1586-1591

DOI

https://doi.org/10.3174/ajnr.A6174

PubMed

31467240

Published By

American Journal of Neuroradiology

Print ISSN

0195-6108

Online ISSN

1936-959X

History

Received September 19, 2018
Accepted after revision July 3, 2019
Published online September 4, 2019.

Author Information

B. Gaonkara,
D. Villaromana,
J. Becketta,
C. Ahna,
M. Attiaha,
D. Babayana,
J.P. Villablancab,
N. Salamonb,
A. Buib and
L. Macyszyna

^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.

Please address correspondence to Bilwaj Gaonkar, PhD, Department of Neurosurgery, 300 Stein Plaza, Ste 554E, Los Angeles, CA, 90095; e-mail: bilwaj{at}gmail.com; @bilwaj

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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 Sep 2019, 40 (9) 1586-1591; 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 Sep 2019, 40 (9) 1586-1591; DOI: 10.3174/ajnr.A6174

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Crossref (5)
Google Scholar

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
Biomedical Engineering Technologies

Bilwaj Gaonkar, Kirstin Cook, Bryan Yoo, Banafsheh Salehi, Luke Macyszyn

2022 2393
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
Deep learning-based automated segmentation and quantification of the dural sac cross-sectional area in lumbar spine MRI

George Ghobrial, Christian Roth

Frontiers in Radiology 2025 5
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

Journal of Multidisciplinary Healthcare 2024 Volume 17

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