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Disc measurement and nucleus calibration in a smoothened lumbar model increases the accuracy and efficiency of in-silico study
BACKGROUNDS: Finite element analysis (FEA) is an important tool during the spinal biomechanical study. Irregular surfaces in FEA models directly reconstructed based on imaging data may increase the computational burden and decrease the computational credibility. Definitions of the relative nucleus p...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8362282/ https://www.ncbi.nlm.nih.gov/pubmed/34389025 http://dx.doi.org/10.1186/s13018-021-02655-4 |
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author | Li, Jingchi Xu, Chen Zhang, Xiaoyu Xi, Zhipeng Sun, Shenglu Zhang, Ke Fang, Xiaoyang Xie, Lin Liu, Yang Song, Yueming |
author_facet | Li, Jingchi Xu, Chen Zhang, Xiaoyu Xi, Zhipeng Sun, Shenglu Zhang, Ke Fang, Xiaoyang Xie, Lin Liu, Yang Song, Yueming |
author_sort | Li, Jingchi |
collection | PubMed |
description | BACKGROUNDS: Finite element analysis (FEA) is an important tool during the spinal biomechanical study. Irregular surfaces in FEA models directly reconstructed based on imaging data may increase the computational burden and decrease the computational credibility. Definitions of the relative nucleus position and its cross-sectional area ratio do not conform to a uniform standard in FEA. METHODS: To increase the accuracy and efficiency of FEA, nucleus position and cross-sectional area ratio were measured from imaging data. A FEA model with smoothened surfaces was constructed using measured values. Nucleus position was calibrated by estimating the differences in the range of motion (RoM) between the FEA model and that of an in-vitro study. Then, the differences were re-estimated by comparing the RoM, the intradiscal pressure, the facet contact force, and the disc compression to validate the measured and calibrated indicators. The computational time in different models was also recorded to evaluate the efficiency. RESULTS: Computational results indicated that 99% of accuracy was attained when measured and calibrated indicators were set in the FEA model, with a model validation of greater than 90% attained under almost all of the loading conditions. Computational time decreased by around 70% in the fitted model with smoothened surfaces compared with that of the reconstructed model. CONCLUSIONS: The computational accuracy and efficiency of in-silico study can be improved in the lumbar FEA model constructed using smoothened surfaces with measured and calibrated relative nucleus position and its cross-sectional area ratio. |
format | Online Article Text |
id | pubmed-8362282 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-83622822021-08-17 Disc measurement and nucleus calibration in a smoothened lumbar model increases the accuracy and efficiency of in-silico study Li, Jingchi Xu, Chen Zhang, Xiaoyu Xi, Zhipeng Sun, Shenglu Zhang, Ke Fang, Xiaoyang Xie, Lin Liu, Yang Song, Yueming J Orthop Surg Res Research Article BACKGROUNDS: Finite element analysis (FEA) is an important tool during the spinal biomechanical study. Irregular surfaces in FEA models directly reconstructed based on imaging data may increase the computational burden and decrease the computational credibility. Definitions of the relative nucleus position and its cross-sectional area ratio do not conform to a uniform standard in FEA. METHODS: To increase the accuracy and efficiency of FEA, nucleus position and cross-sectional area ratio were measured from imaging data. A FEA model with smoothened surfaces was constructed using measured values. Nucleus position was calibrated by estimating the differences in the range of motion (RoM) between the FEA model and that of an in-vitro study. Then, the differences were re-estimated by comparing the RoM, the intradiscal pressure, the facet contact force, and the disc compression to validate the measured and calibrated indicators. The computational time in different models was also recorded to evaluate the efficiency. RESULTS: Computational results indicated that 99% of accuracy was attained when measured and calibrated indicators were set in the FEA model, with a model validation of greater than 90% attained under almost all of the loading conditions. Computational time decreased by around 70% in the fitted model with smoothened surfaces compared with that of the reconstructed model. CONCLUSIONS: The computational accuracy and efficiency of in-silico study can be improved in the lumbar FEA model constructed using smoothened surfaces with measured and calibrated relative nucleus position and its cross-sectional area ratio. BioMed Central 2021-08-13 /pmc/articles/PMC8362282/ /pubmed/34389025 http://dx.doi.org/10.1186/s13018-021-02655-4 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Article Li, Jingchi Xu, Chen Zhang, Xiaoyu Xi, Zhipeng Sun, Shenglu Zhang, Ke Fang, Xiaoyang Xie, Lin Liu, Yang Song, Yueming Disc measurement and nucleus calibration in a smoothened lumbar model increases the accuracy and efficiency of in-silico study |
title | Disc measurement and nucleus calibration in a smoothened lumbar model increases the accuracy and efficiency of in-silico study |
title_full | Disc measurement and nucleus calibration in a smoothened lumbar model increases the accuracy and efficiency of in-silico study |
title_fullStr | Disc measurement and nucleus calibration in a smoothened lumbar model increases the accuracy and efficiency of in-silico study |
title_full_unstemmed | Disc measurement and nucleus calibration in a smoothened lumbar model increases the accuracy and efficiency of in-silico study |
title_short | Disc measurement and nucleus calibration in a smoothened lumbar model increases the accuracy and efficiency of in-silico study |
title_sort | disc measurement and nucleus calibration in a smoothened lumbar model increases the accuracy and efficiency of in-silico study |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8362282/ https://www.ncbi.nlm.nih.gov/pubmed/34389025 http://dx.doi.org/10.1186/s13018-021-02655-4 |
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