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Non-contrast power Doppler imaging with multidimensional clutter filtering for assessment of trans-arterial chemoembolization for hepatic malignancy

机译:具有多维杂波滤波的非对比功率多普勒成像,用于评估肝脏恶性肿瘤的跨动脉化疗栓塞

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Immediate postoperative assessment of trans-arterial chemoembolization (TACE) using gold standard modalities, MRI and CT, is unreliable due to confounding interactions with lipiodol and post-embolization inflammatory changes. We previously demonstrated that recent advancements in power Doppler ultrasound processing enables changes in slow blood flow to be detected immediately following TACE. Recently, we have developed a filtering method that employs a higher-order singular value decomposition (HOSVD) applied to aperture data to mitigate thermal noise and acoustic clutter. Here, we investigate HOSVD as a tool to improve non-contrast ultrasound evaluation of TACE. Preliminary feasibility is demonstrated in a small pilot study. Treatment-induced changes in perfusion are visualized most readily using the HOSVD filter in comparison to conventional filtering methods. The HOSVD filter produced the greatest change in contrast between pre-TACE and post-TACE power Doppler images.
机译:由于与脂碘相互作用和栓塞后炎症变化,使用金标标准型号,MRI和CT的术后术后评估跨动脉化疗栓塞(TACE)是不可靠的。 我们之前证明了电力多普勒超声处理中最近进步能够在TACE之后立即检测到慢血流的变化。 最近,我们开发了一种滤波方法,该滤波方法采用高阶奇异值分解(HOSVD),其应用于孔径数据以减轻热噪声和声学杂波。 在这里,我们调查Hosvd作为改善TACE非对比度超声评估的工具。 在一个小型试点研究中证明了初步可行性。 与传统的过滤方法相比,使用HosVD滤波器最容易地观察灌注的变化。 Hosvd滤波器产生了最大的变化与TACE和TACE Power多普勒图像之间的对比度。

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