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基于锥形束 CT 图像的三维模型的锥形束角度依赖性。

Cone-Beam Angle Dependency of 3D Models Computed from Cone-Beam CT Images.

机构信息

R&D Center, Ray, Seongnam-si 13494, Korea.

Department of Biomedical Engineering, Kyung Hee University, Yongin-si 17104, Korea.

出版信息

Sensors (Basel). 2022 Feb 7;22(3):1253. doi: 10.3390/s22031253.

Abstract

Cone-beam dental CT can provide high-precision 3D images of the teeth and surrounding bones. From the 3D CT images, 3D models, also called digital impressions, can be computed for CAD/CAM-based fabrication of dental restorations or orthodontic devices. However, the cone-beam angle-dependent artifacts, mostly caused by the incompleteness of the projection data acquired in the circular cone-beam scan geometry, can induce significant errors in the 3D models. Using a micro-CT, we acquired CT projection data of plaster cast models at several different cone-beam angles, and we investigated the dependency of the model errors on the cone-beam angle in comparison with the reference models obtained from the optical scanning of the plaster models. For the 3D CT image reconstruction, we used the conventional Feldkamp algorithm and the combined half-scan image reconstruction algorithm to investigate the dependency of the model errors on the image reconstruction algorithm. We analyzed the mean of positive deviations and the mean of negative deviations of the surface points on the CT-image-derived 3D models from the reference model, and we compared them between the two image reconstruction algorithms. It has been found that the model error increases as the cone-beam angle increases in both algorithms. However, the model errors are smaller in the combined half-scan image reconstruction when the cone-beam angle is as large as 10 degrees.

摘要

锥形束牙科 CT 可以提供高精度的牙齿和周围骨骼的 3D 图像。从 3D CT 图像中,可以计算出 3D 模型,也称为数字印模,用于基于 CAD/CAM 的牙科修复体或正畸器械的制造。然而,锥形束角度相关的伪影主要是由于在圆形锥形束扫描几何形状中获取的投影数据不完整而引起的,这会导致 3D 模型中产生显著的误差。我们使用微 CT 在几个不同的锥形束角度下获取了石膏模型的 CT 投影数据,并研究了模型误差对锥形束角度的依赖性,与从石膏模型的光学扫描获得的参考模型进行了比较。对于 3D CT 图像重建,我们使用传统的 Feldkamp 算法和半扫描图像重建算法来研究模型误差对图像重建算法的依赖性。我们分析了从参考模型得出的 CT 图像衍生的 3D 模型表面点的正偏差平均值和负偏差平均值,并比较了两种图像重建算法之间的差异。结果发现,在两种算法中,随着锥形束角度的增加,模型误差都会增加。然而,当锥形束角度高达 10 度时,组合半扫描图像重建的模型误差较小。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e5d5/8837983/bf8ed8fb4b03/sensors-22-01253-g001.jpg

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