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Factors Affecting Dimensional Accuracy of 3-D Printed Anatomical Structures Derived from CT Data

机译:从CT数据得出的3D打印解剖结构尺寸精度的影响因素

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摘要

Additive manufacturing and bio-printing, with the potential for direct fabrication of complex patient-specific anatomies derived from medical scan data, are having an ever-increasing impact on the practice of medicine. Anatomic structures are typically derived from CT or MRI scans, and there are multiple steps in the model derivation process that influence the geometric accuracy of the printed constructs. In this work, we compare the dimensional accuracy of 3-D printed constructs of an L1 vertebra derived from CT data for an ex vivo cadaver T-L spine with the original vertebra. Processing of segmented structures using binary median filters and various surface extraction algorithms is evaluated for the effect on model dimensions. We investigate the effects of changing CT reconstruction kernels by scanning simple geometric objects and measuring the impact on the derived model dimensions. We also investigate if there are significant differences between physical and virtual model measurements. The 3-D models were printed using a commercial 3-D printer, the Replicator 2 (MakerBot, Brooklyn, NY) using polylactic acid (PLA) filament. We found that changing parameters during the scan reconstruction, segmentation, filtering, and surface extraction steps will have an effect on the dimensions of the final model. These effects need to be quantified for specific situations that rely on the accuracy of 3-D printed models used in medicine or tissue engineering applications.
机译:增材制造和生物打印具有直接制造源自医学扫描数据的复杂患者特定解剖结构的潜力,对医学实践的影响越来越大。解剖结构通常来自CT或MRI扫描,并且模型推导过程中有多个步骤会影响打印结构的几何精度。在这项工作中,我们比较了从离体尸体T-L脊柱与原始椎骨的CT数据得出的L1椎骨的3D打印结构的尺寸精度。使用二进制中值滤波器和各种表面提取算法处理分段结构对模型尺寸的影响进行了评估。我们通过扫描简单的几何对象并测量对衍生模型尺寸的影响来研究更改CT重建内核的影响。我们还研究了物理模型测量和虚拟模型测量之间是否存在显着差异。使用商用3-D打印机Replicator 2(纽约州布鲁克林的MakerBot)使用聚乳酸(PLA)细丝打印3-D模型。我们发现,在扫描重建,分割,过滤和表面提取步骤期间更改参数将对最终模型的尺寸产生影响。对于依赖于医学或组织工程应用中3D打印模型准确性的特定情况,需要对这些影响进行量化。

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