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3D Reconstruction of Microvascular Flow Phantoms with Hybrid Imaging Modalities

机译:具有混合成像模式的微血管血影的3D重建

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Microvascular flow phantoms were built to aid the development of a hemodynamic simulation model for treating hepatocelluar carcinoma. The goal is to predict the blood flow routing for embolotherapy planning. Embolization is to deliver agents (e.g. microspheres) to the vicinity of the tumor to obstruct blood supply and nutrients to the tumor, targeting into 30 - 40 um arterioles. Due to the size of the catheter, it has to release microspheres at an upper stream location, which may not localize the blocking effect. Accurate anatomical descriptions of microvasculature will help to conduct a reliable simulation and prepare a successful embolization strategy. Modern imaging devices can generate 3D reconstructions with ease. However, with a fixed detector size, larger field of view yields lower resolution. Clinical CT images can't be used to measure micro vessel dimensions, while micro-CT requires more acquisitions to reconstruct larger vessels. A multi-tiered, montage 3D reconstruction method with hybrid-modality imagery is devised to minimize the reconstruction effort. Regular CT is used for larger vessels and micro-CT is used for micro vessels. The montage approach aims to stitch up images with different resolutions and orientations. A resolution-adaptable 3D image registration is developed to assemble the images. We have created vessel phantoms that consist of several tiers of bifurcating polymer tubes in reducing diameters, down to 25 um. No previous work of physical flow phantom has ventured into this small scale. Overlapping phantom images acquired from clinical CT and micro-CT are used to verify the image registration fidelity.
机译:建立了微血管流动模型,以帮助开发用于治疗肝细胞癌的血流动力学模拟模型。目的是预测栓塞治疗计划的血流路径。栓塞术是将试剂(例如微球)输送到肿瘤附近,以阻塞肿瘤的血液供应和营养,并靶向30-40 um的小动脉。由于导管的尺寸,它必须在上游位置释放微球,这可能不会局限阻塞作用。对微脉管系统的准确解剖学描述将有助于进行可靠的模拟并准备成功的栓塞策略。现代成像设备可以轻松生成3D重建。但是,对于固定的检测器尺寸,较大的视场会产生较低的分辨率。临床CT图像不能用于测量微血管尺寸,而微CT需要更多的采集来重建较大的血管。设计了一种具有混合模态图像的多层蒙太奇3D重建方法,以最大程度地减少重建工作。常规CT用于较大的血管,而微CT用于微血管。蒙太奇方法旨在缝合具​​有不同分辨率和方向的图像。开发了适用于分辨率的3D图像配准以组装图像。我们创建了由几层直径减小至25 um的分叉聚合物管组成的血管模型。以前没有任何有关物理流模型的工作可以冒险进入如此小的规模。从临床CT和微型CT获得的重叠幻像图像可用于验证图像配准保真度。

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