Valentina Mejía Gallón, María Camila Naranjo Cardona, J. Ramírez, Juan Atehortua Carmona, J. Santa‐Marín, Samuel Vallejo Pareja, Viviana M. Posada
{"title":"SSOP Three-Dimensional Reconstruction of Tibia and Fibula for Applications in Biomechanical Fracture Models","authors":"Valentina Mejía Gallón, María Camila Naranjo Cardona, J. Ramírez, Juan Atehortua Carmona, J. Santa‐Marín, Samuel Vallejo Pareja, Viviana M. Posada","doi":"10.14483/23448393.18471","DOIUrl":null,"url":null,"abstract":"Context: Non-fatal injuries represent a public health issue. Among them, lower limb fractures have a large impact on the costs related to orthopedic treatments. In this work, a three-dimensional reconstruction of the tibia and fibula was performed for biomechanical applications with the purpose of defining the 3D reconstruction parameters that allow reducing patients’ radiation exposure and computational costs.\n Method: For the 3D reconstruction, a computerized tomography taken from a volunteer was used, as well as two software applications specialized in DICOM image reconstruction (Mimics Research and 3DSlicer). The number of images included in the volume was modified, and the results were compared. The quality of the reconstructed volumes was verified by comparing the reference volume reconstructed with the total number of images/slices vs. the modified volumes. The MeshLab software was used for this purpose. The analyzed parameters were the distance differences between the reference and the alternative models, as well as the qualitative curvature analysis.\nResults: The ANOVA results for the Max (maximum distance between meshes) response shows that software and slices are significant factors. However, the software-slices interaction did not have a significant influence. As for the RMS (root mean square) distance response, software, slices, and the software-slices interaction are not significant. For the Mean distance response, slices and the software-slices interaction are not significant. Nevertheless, software significantly influences the response. These results suggest a potential way to reduce the computational cost and the patient’s radiation exposure in future biomechanical and preoperatory analyses, since the same quality can be obtained by including fewer 2D images in the reconstruction.\nConclusions: The reconstructed surfaces are smoother when Mimics is used, even though the same smoothness factor was employed in both software applications during the reconstruction. When 16 slices are used (retained every 16 images from the complete original model), the distance differences increased for both bones (tibia and fibula). For the RMS, reducing the number of slices and using either one of the two applications analyzed would not show any significant differences in the reconstruction, thus allowing the potential reduction of radiation exposure of the patient.\nAcknowledgements: The authors are grateful to Universidad Nacional de Colombia for funding the project “Estado de esfuerzos en un elemento de osteosíntesis en la consolidación de una fractura de miembro inferior”. ","PeriodicalId":41509,"journal":{"name":"Ingenieria","volume":null,"pages":null},"PeriodicalIF":0.4000,"publicationDate":"2022-01-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Ingenieria","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.14483/23448393.18471","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"ENGINEERING, MULTIDISCIPLINARY","Score":null,"Total":0}
引用次数: 0
Abstract
Context: Non-fatal injuries represent a public health issue. Among them, lower limb fractures have a large impact on the costs related to orthopedic treatments. In this work, a three-dimensional reconstruction of the tibia and fibula was performed for biomechanical applications with the purpose of defining the 3D reconstruction parameters that allow reducing patients’ radiation exposure and computational costs.
Method: For the 3D reconstruction, a computerized tomography taken from a volunteer was used, as well as two software applications specialized in DICOM image reconstruction (Mimics Research and 3DSlicer). The number of images included in the volume was modified, and the results were compared. The quality of the reconstructed volumes was verified by comparing the reference volume reconstructed with the total number of images/slices vs. the modified volumes. The MeshLab software was used for this purpose. The analyzed parameters were the distance differences between the reference and the alternative models, as well as the qualitative curvature analysis.
Results: The ANOVA results for the Max (maximum distance between meshes) response shows that software and slices are significant factors. However, the software-slices interaction did not have a significant influence. As for the RMS (root mean square) distance response, software, slices, and the software-slices interaction are not significant. For the Mean distance response, slices and the software-slices interaction are not significant. Nevertheless, software significantly influences the response. These results suggest a potential way to reduce the computational cost and the patient’s radiation exposure in future biomechanical and preoperatory analyses, since the same quality can be obtained by including fewer 2D images in the reconstruction.
Conclusions: The reconstructed surfaces are smoother when Mimics is used, even though the same smoothness factor was employed in both software applications during the reconstruction. When 16 slices are used (retained every 16 images from the complete original model), the distance differences increased for both bones (tibia and fibula). For the RMS, reducing the number of slices and using either one of the two applications analyzed would not show any significant differences in the reconstruction, thus allowing the potential reduction of radiation exposure of the patient.
Acknowledgements: The authors are grateful to Universidad Nacional de Colombia for funding the project “Estado de esfuerzos en un elemento de osteosíntesis en la consolidación de una fractura de miembro inferior”.
背景:非致命性伤害是一个公共卫生问题。其中,下肢骨折对骨科治疗的相关费用有很大影响。在这项工作中,为了生物力学应用,对胫骨和腓骨进行了三维重建,目的是定义三维重建参数,以减少患者的辐射暴露和计算成本。方法:在三维重建中,使用了一名志愿者的计算机断层扫描,以及两个专门用于DICOM图像重建的软件应用程序(Mimics Research和3DSlicer)。对体积中包含的图像数量进行了修改,并对结果进行了比较。通过将重建的参考体积与图像/切片的总数与修改体积进行比较来验证重建体积的质量。MeshLab软件用于此目的。分析的参数是参考模型和替代模型之间的距离差异,以及定性曲率分析。结果:最大(网格之间的最大距离)响应的方差分析结果表明,软件和切片是重要因素。然而,软件切片的交互并没有产生显著的影响。对于RMS(均方根)距离响应,软件、切片和软件切片的交互作用并不显著。对于平均距离响应,切片和软件切片的交互作用并不显著。然而,软件会显著影响响应。这些结果为在未来的生物力学和手术前分析中降低计算成本和患者的辐射暴露提供了一种潜在的方法,因为在重建中包括更少的2D图像可以获得相同的质量。结论:当使用Mimics时,重建的表面更光滑,尽管在重建过程中两个软件应用程序都使用了相同的平滑因子。当使用16个切片(从完整的原始模型中每16个图像保留一个)时,两块骨头(胫骨和腓骨)的距离差异都会增加。对于RMS,减少切片数量并使用所分析的两种应用中的任何一种都不会在重建中显示出任何显著差异,从而允许潜在地减少患者的辐射暴露。鸣谢:作者感谢哥伦比亚国立大学资助“Estado de esfuerzos en un elemento de bonosíntesis en la consolidación de una fractura de miembro lower”项目。