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Optimization of Dual-Energy Subtraction for Preclinical Studies Using a Commercial MicroCT Unit

机译:商业MicroCT单元优化临床前研究的双能量减法

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Dual-energy (DE) for quantitative material discrimination has emerged as a promising application of microCT to increase contrast discrimination in preclinical studies. Here we present a protocol designed to optimize DE image subtraction for contrast enhanced studies in rodents, employing iodine-based contrast medium (CM). Our investigation used an Albira ARS commercial unit, not specifically designed for quantitative CT tasks. DE subtraction was divided into stages that were independently analyzed: acquisition, volume reconstruction, image registration and image weighting. The DE radiological techniques (low- and high- energy) had been previously optimized to enhance the visualization of iodine-based CM. An independent reconstruction was needed to guarantee linearity between iodine intensity and its concentration for high energy acquisition; it also reduced structured noise occasionally produced by the microCT reconstruction software over uniform regions and improved bone visualization. Image registration was optimized combining an affine transformation with a non-linear transformation determined with the Free-Form Deformation algorithm. Two subtraction weight factors were determined: one that maximized the contrast-to-noise ratio (CNR) of iodine mixed with soft-tissue-equivalent resin and another that minimized CNR between bone-like rods and soft-tissue-equivalent material. A pilot test of the optimized protocol was performed on a rat injected with a continuous flow of CM.
机译:用于定量物质歧视的双能(DE)被出现为MicroCT的有希望应用于临床前研究中的对比度辨别。在这里,我们提出了一种协议,该协议旨在优化De图像减法以进行啮齿动物的对比增强研究,采用基于碘的对比度介质(cm)。我们的调查使用了Albira ARS商业单位,而不是专门用于定量CT任务。 De减法分为独立分析的阶段:采集,体积重建,图像配准和图像加权。先前已经优化了DE放射技术(低能量)以增强基于碘的CM的可视化。需要一个独立的重建,以保证碘强度与其高能量采集浓度之间的线性度;它还减少了通过均匀区域的MicroCT重建软件产生的结构化噪声和改善的骨骼可视化。通过使用自由形状变形算法确定的非线性变换,优化了图像配准。确定了两个减法权重因子:最大化碘与软组织当量树脂混合的对比度噪声比(CNR),并且另一个减少碘与软组织杆和软组织等同材料之间的CNR最小化。在注入连续厘米的大鼠的大鼠上进行优化方案的导频试验。

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