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光学扫描与计算机断层扫描图像配准精度的配准点选择的影响。

Impact of Matching Point Selections on Image Registration Accuracy between Optical Scan and Computed Tomography.

机构信息

Department of Prosthodontics, School of Dentistry, Kyungpook National University, 2177 Dalgubeoldae-ro, Jung-Gu, Daegu 41940, Republic of Korea.

Institute for Translational Research in Dentistry, Kyungpook National University, Daegu 41940, Republic of Korea.

出版信息

Biomed Res Int. 2020 Aug 4;2020:3285431. doi: 10.1155/2020/3285431. eCollection 2020.

Abstract

The point-based surface registration method involves the manual selection process of paired matching points on the data of computed tomography and optical scan. The purpose of this study was to investigate the impact of selection error and distribution of fiducial points on the accuracy of image matching between 3-dimensional (3D) images in dental planning software programs. Computed tomography and optical scan images of a partial edentulous dental arch were obtained. Image registration of the optical scan image to computed tomography was performed using the point-based surface registration method in planning software programs under different conditions of 3 fiducial points: point selection error (0, 1, or 2 mm), point distribution (unilateral, bilateral), and planning software (Implant Studio, Blue Bio Plan) ( = 5 per condition, = 60). The accuracy of image registration at each condition was evaluated by measuring linear discrepancies between matched images at , , and axes. Kruskal-Wallis test, Mann-Whitney test with Bonferroni correction, and 3-way analysis of variance were used to statistically analyse the measurement data ( = 0.05). No statistically significant difference was exhibited between the 0 and 1 mm point mismatch conditions in either unilateral or bilateral point distributions. The discrepancy values in the 2 mm mismatch condition were significantly different from the other mismatch conditions, especially in the unilateral point distribution ( < 0.05). Strong interactions among point selection error, distribution, and software programs on the image registration were found ( < 0.001). Minor matching point selection error did not influence the accuracy of point-based automatic image registration in the software programs. When the fiducial points are distributed unilaterally with large point selection error, the image matching accuracy could be decreased.

摘要

基于点的曲面配准方法涉及在计算机断层扫描和光学扫描数据上手动选择配对匹配点的过程。本研究旨在探讨在牙科规划软件程序中,三维(3D)图像之间的图像匹配中,选择误差和基准点分布对图像匹配精度的影响。获取部分无牙颌牙弓的计算机断层扫描和光学扫描图像。使用基于点的曲面配准方法在规划软件程序中对光学扫描图像进行与计算机断层扫描的图像配准,在 3 个基准点的不同条件下进行:点选择误差(0、1 或 2mm)、点分布(单侧、双侧)和规划软件(Implant Studio、Blue Bio Plan)(每种条件下 5 个,共 60 个)。在每个条件下,通过测量匹配图像在、和轴上的线性差异来评估图像配准的准确性。使用 Kruskal-Wallis 检验、带有 Bonferroni 校正的 Mann-Whitney U 检验和 3 因素方差分析对测量数据进行统计学分析(=0.05)。在单侧或双侧点分布中,0 和 1mm 点不匹配条件之间没有表现出统计学上的显著差异。2mm 不匹配条件的差异值与其他不匹配条件显著不同,尤其是在单侧点分布中(<0.05)。在点选择误差、分布和软件程序之间发现了图像配准的强烈相互作用(<0.001)。较小的匹配点选择误差不会影响软件程序中基于点的自动图像配准的准确性。当基准点单侧分布且点选择误差较大时,图像匹配精度可能会降低。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2b53/7426779/b79a58438d23/BMRI2020-3285431.001.jpg

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