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采用桌面倒置光聚合技术,对弹性和刚性材料制造的用于手术规划的多病理解剖模型的医学 3D 打印精度进行系统评价。

A systematic evaluation of medical 3D printing accuracy of multi-pathological anatomical models for surgical planning manufactured in elastic and rigid material using desktop inverted vat photopolymerization.

机构信息

Department of Radiology, University of Cincinnati College of Medicine, 234 Goodman St, Cincinnati, OH, 45219, USA.

Department of Radiology, Stanford University, 300 Pasteur Dr, Stanford, CA, 94305, USA.

出版信息

Med Phys. 2021 Jun;48(6):3223-3233. doi: 10.1002/mp.14850. Epub 2021 Apr 16.

Abstract

PURPOSE

The dimensional accuracy of three-dimensional (3D) printed anatomical models is essential to correctly understand spatial relationships and enable safe presurgical planning. Most recent accuracy studies focused on 3D printing of a single pathology for surgical planning. This study evaluated the accuracy of medical models across multiple pathologies, using desktop inverted vat photopolymerization (VP) to 3D print anatomic models using both rigid and elastic materials.

METHODS

In the primary study, we 3D printed seven models (six anatomic models and one reference cube) with volumes ranging from ~2 to ~209 cc. The anatomic models spanned multiple pathologies (neurological, cardiovascular, abdominal, musculoskeletal). Two solid measurement landing blocks were strategically created around the pathology to allow high-resolution measurement using a digital micrometer and/or caliper. The physical measurements were compared to the designed dimensions, and further analysis was conducted regarding the observed patterns in accuracy. All of the models were printed in three resins: Elastic, Clear, and Grey Pro in the primary experiments. A full factorial block experimental design was employed and a total of 42 models were 3D printed in 21 print runs. In the secondary study, we 3D printed two of the anatomic models in triplicates selected from the previous six to evaluate the effect of 0.1 mm vs 0.05 mm layer height on the accuracy.

RESULTS

In the primary experiment, all dimensional errors were less than 1 mm. The average dimensional error across the 42 models was 0.238   0.219 mm and the relative error was 1.10   1.13%. Results from the secondary experiments were similar with an average dimensional error of 0.252   0.213 mm and relative error of 1.52%   1.28% across 18 models. There was a statistically significant difference in the relative errors between the Elastic resin and Clear resin groups. We explained this difference by evaluating inverted VP 3D printing peel forces. There was a significant difference between the Solid and Hollow group of models. There was a significant difference between measurement landing blocks oriented Horizontally and Vertically. In the secondary experiments, there was no difference in accuracy between the 0.10 and 0.05 mm layer heights.

CONCLUSIONS

The maximum measured error was less than 1 mm across all models, and the mean error was less than 0.26mm. Therefore, inverted VP 3D printing technology is suitable for medical 3D printing if 1 mm is considered the cutoff for clinical use cases. The 0.1 mm layer height is suitable for 3D printing accurate anatomical models for presurgical planning in a majority of cases. Elastic models, models oriented horizontally, and models that are hollow tend to have relatively higher deviation as seen from experimental results and mathematical model predictions. While clinically insignificant using a 1 mm cutoff, further research is needed to better understand the complex physical interactions in VP 3D printing which influence model accuracy.

摘要

目的

三维(3D)打印解剖模型的尺寸精度对于正确理解空间关系和实现安全术前规划至关重要。最近的精度研究主要集中在为手术规划对单一病理进行 3D 打印。本研究使用桌面倒模光聚合(VP)技术,使用刚性和弹性材料对多种病理的医学模型进行了准确性评估。

方法

在初步研究中,我们使用体积范围为 2 至 209cc 的七种模型(六个解剖模型和一个参考立方块)进行了 3D 打印。解剖模型涵盖了多种病理(神经、心血管、腹部、肌肉骨骼)。在病理周围战略性地创建了两个固体测量着陆块,以允许使用数字千分尺和/或卡尺进行高分辨率测量。将物理测量值与设计尺寸进行比较,并进一步分析准确性的观察模式。所有模型均使用三种树脂在初步实验中打印:弹性、透明和灰色专业版。采用完全析因块实验设计,共进行了 21 次打印运行,打印了 42 个模型。在二次研究中,我们从之前的六个解剖模型中选择了两个进行三次复制,以评估 0.1mm 与 0.05mm 层厚对精度的影响。

结果

在初步实验中,所有尺寸误差均小于 1mm。42 个模型的平均尺寸误差为 0.238mm,相对误差为 1.10%。二次实验的结果相似,18 个模型的平均尺寸误差为 0.252mm,相对误差为 1.52%。弹性树脂组和透明树脂组的相对误差存在统计学差异。我们通过评估倒置 VP 3D 打印剥离力来解释这种差异。实心和空心模型组之间存在显著差异。测量着陆块水平和垂直取向之间存在显著差异。在二次实验中,0.10mm 和 0.05mm 层厚之间的精度没有差异。

结论

所有模型的最大测量误差均小于 1mm,平均误差小于 0.26mm。因此,如果将 1mm 作为临床用例的截止值,倒置 VP 3D 打印技术适用于医学 3D 打印。在大多数情况下,0.1mm 层厚适用于术前规划的精确解剖模型 3D 打印。弹性模型、水平取向的模型和空心模型的偏差相对较高,这是实验结果和数学模型预测的结果。虽然使用 1mm 截止值时临床意义不大,但需要进一步研究以更好地理解影响模型精度的 VP 3D 打印中的复杂物理相互作用。

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