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Application of Micro-Computed Tomography with Iodine Staining to Cardiac Imaging Segmentation and Computational Model Development

机译:微型计算机断层扫描与碘染色心脏成像分割和计算模型开发中的应用

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摘要

Micro-computed tomography (micro-CT) has been widely used to generate high-resolution 3D tissue images from small animals non-destructively, especially for mineralized skeletal tissues. However, its application to the analysis of soft cardiovascular tissues has been limited by poor inter-tissue contrast. Recent ex vivo studies have shown that contrast between muscular and connective tissue in micro-CT images can be enhanced by staining with iodine. In the present study, we apply this novel technique for imaging of cardiovascular structures in canine hearts. We optimize the method to obtain high resolution X-ray micro-CT images of the canine atria and its distinctive regions - including the Bachmann’s bundle, atrioventricular node, pulmonary arteries and veins - with clear inter-tissue contrast. The imaging results are used to reconstruct and segment the detailed 3D geometry of the atria. Structure tensor analysis shows that the arrangement of atrial fibres can also be characterised using the enhanced micro-CT images, as iodine preferentially accumulates within the muscular fibres rather than in connective tissues. This novel technique can be particularly useful in non-destructive imaging of 3D cardiac architectures from large animals and humans, due to the combination of relatively high speed (~1 hour/scan of a large canine heart) and high voxel resolution (36 μm) provided. In summary, contrast micro-CT facilitates fast and non-destructive imaging and segmenting of detailed 3D cardiovascular geometries, as well as measuring fibre orientation, which are crucial in constructing biophysically detailed computational cardiac models.
机译:微型计算机断层扫描(micro-CT)已广泛用于从小动物无损生成高分辨率3D组织图像,尤其是矿化的骨骼组织。但是,由于组织间对比差,其在软性心血管组织分析中的应用受到了限制。最近的离体研究表明,微CT图像中肌肉组织和结缔组织之间的对比可以通过碘染色来增强。在本研究中,我们将这种新颖的技术应用于犬心脏的心血管结构成像。我们优化了该方法,以获取清晰的组织间对比度的犬心房及其独特区域(包括巴赫曼氏束,房室结,肺动脉和静脉)的高分辨率X射线微CT图像。成像结果用于重建和分割心房的详细3D几何形状。结构张量分析表明,还可使用增强的微CT图像来表征心房纤维的排列,因为碘优先聚集在肌纤维内而不是结缔组织内。由于相对较高的速度(大型犬心脏的每次扫描约1小时)和高体素分辨率(36μm)相结合,因此这项新技术在大型动物和人类的3D心脏结构的无损成像中尤其有用。提供。总而言之,对比微CT有助于快速,无损成像和详细3D心血管几何形状的分割,以及测量纤维方向,这对于构建生物物理上详细的计算心脏模型至关重要。

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