逼真的和可变形的肺幻象的4DCT成像:三维打印方法。

Jessica Y Im, Neghemi Micah, Amy E Perkins, Michael Geagan, Sven Kabus, Kai Mei, Peter B Noël
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引用次数: 0

摘要

呼吸运动幻象可用于评估CT成像技术,如运动伪影减少算法和可变形图像配准。然而,目前的呼吸运动幻象并没有显示出详细的肺组织结构,因此不能提供一个真实的测试环境。本文介绍了PixelPrint4D,一种3d打印可变形肺模型的方法,具有高度逼真的内部结构,适用于广泛的CT评估,优化和研究。本研究中的幻影以患者4DCT为参考设计,并使用扩展版本的PixelPrint方法进行3d打印,以开发患者特定的CT幻影。使用柔性热塑性聚氨酯(TPU) 3d打印材料,产生的衰减区域在-840到-48 Hounsfield单位(HU)之间。然后设计并使用线性压缩装置在上下(SI)方向压缩幻膜,并在与参考患者4DCT测量的膈膜位移相匹配的不同压缩水平下扫描幻膜。进行变形图像配准(DIR),获得患者和幻影图像的运动矢量场。肺内选定特征的SI位移与患者的平均误差为0.5 mm,或小于重建的切片厚度。综上所述,本研究开发的可变形肺假体显示了真实的肺结构和压缩下的变形特征,表明有可能推进更逼真的呼吸运动假体。
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Lifelike and Deformable Lung Phantoms for 4DCT Imaging: A Three-Dimensional Printing Approach.

Respiratory motion phantoms can be used for evaluation of CT imaging technologies such as motion artifact reduction algorithms and deformable image registration. However, current respiratory motion phantoms do not exhibit detailed lung tissue structures and thus do not provide a realistic testing environment. This paper presents PixelPrint4D, a method for 3D-printing deformable lung phantoms featuring highly realistic internal structures, suitable for a broad range of CT evaluations, optimizations, and research. The phantom in this study was designed with a patient 4DCT as a reference and 3D-printed using an extended version of the PixelPrint method for developing patient-specific CT phantoms. A flexible thermoplastic polyurethane (TPU) 3D-printing material was used, which produced regions with attenuation between -840 and -48 Hounsfield units (HU). A linear compression device was then designed and used to compress the phantom in the superior-inferior (SI) direction, and the phantom was scanned at different compression levels matched to the diaphragm displacements measured on the reference patient 4DCT. Deformable image registration (DIR) was performed, and motion vector fields were obtained for both patient and phantom images. SI displacements of selected features in the lung had mean errors of 0.5 mm difference from the patient, or less than the reconstructed slice thickness. In conclusion, the deformable lung phantom developed in this study exhibits realistic lung structures and deformation characteristics under compression, indicating potential for advancing more lifelike respiratory motion phantoms.

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CT Reconstruction using Nonlinear Diffusion Posterior Sampling with Detector Blur Modeling. CT Material Decomposition using Spectral Diffusion Posterior Sampling. Joint Material Decomposition and Scatter Estimation for Spectral CT. Spectral Orbits: Combining Spectral Imaging and Non-Circular Orbits for Interventional CBCT. Lifelike and Deformable Lung Phantoms for 4DCT Imaging: A Three-Dimensional Printing Approach.
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