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基于图像的颅面区域容积计算机断层扫描图像表面网格划分的准确性评估。

Accuracy assessment of image-based surface meshing for volumetric computed tomography images in the craniofacial region.

作者信息

Kang Sang-Hoon, Kim Moon-Key, Kim Hak-Jin, Zhengguo Piao, Lee Sang-Hwy

机构信息

From the *Department of Oral and Maxillofacial Surgery, National Health Insurance Service, Ilsan Hospital, Goyang-si, Republic of Korea; †Department of Oral and Maxillofacial Surgery, College of Dentistry, Yonsei University, Seoul, Republic of Korea; ‡Department of Oral Maxillofacial Surgery, Stomatological Hospital of Guangzhou Medical College, Guangzhou, China.

出版信息

J Craniofac Surg. 2014 Nov;25(6):2051-5. doi: 10.1097/SCS.0000000000001139.

DOI:10.1097/SCS.0000000000001139
PMID:25377965
Abstract

BACKGROUND

Three-dimensional printing and computer-assisted surgery demand a high-precision three-dimensional mesh model created from computed tomography (CT) imaging data using an image-based meshing algorithm. We aimed to evaluate the three-dimensional geometric accuracy of surface meshes produced from CT images with commercially available software packages.

METHODS

The CT images were acquired for 3 human dry skulls and 10 manufactured plastic skulls. Four commercially available software packages were used to produce the surface meshes in stereolithography (STL) file format. These CT-based STL surface meshes were registered and compared with three-dimensional optical-scanned reference mesh surface for evaluating the accuracy of the STL mesh produced with each software package.

RESULTS

The surface geometries produced by the CT-image-based meshing process were all relatively accurate; differences from the three-dimensional optical-scanned data were in the voxel or subvoxel range. However, when comparisons with the three-dimensional optical-scanned surface data were performed in individual anatomic regions, we found significantly different accuracies of the CT-based STL surface meshes produced by the different software packages.

CONCLUSIONS

We found that all 4 software packages showed reasonably good meshing accuracies for clinical use. However, the range of errors inherent in the CT-image-based meshing process demands that caution should be taken in selecting and manipulating the software to avoid potential errors in specific clinical applications.

摘要

背景

三维打印和计算机辅助手术需要使用基于图像的网格化算法从计算机断层扫描(CT)成像数据创建高精度的三维网格模型。我们旨在评估使用市售软件包从CT图像生成的表面网格的三维几何精度。

方法

获取了3个人类干燥头骨和10个制造的塑料头骨的CT图像。使用4个市售软件包以立体光刻(STL)文件格式生成表面网格。将这些基于CT的STL表面网格进行配准,并与三维光学扫描的参考网格表面进行比较,以评估每个软件包生成的STL网格的准确性。

结果

基于CT图像的网格化过程生成的表面几何形状都相对准确;与三维光学扫描数据的差异在体素或亚体素范围内。然而,当在各个解剖区域与三维光学扫描表面数据进行比较时,我们发现不同软件包生成的基于CT的STL表面网格的准确性存在显著差异。

结论

我们发现所有4个软件包在临床应用中都显示出相当不错的网格化精度。然而,基于CT图像的网格化过程中固有的误差范围要求在选择和操作软件时应谨慎,以避免在特定临床应用中出现潜在误差。

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Accuracy assessment of image-based surface meshing for volumetric computed tomography images in the craniofacial region.基于图像的颅面区域容积计算机断层扫描图像表面网格划分的准确性评估。
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