二次超声成像对比灵敏度和特异度的优化

M. Al-Mistarihi
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引用次数: 0

摘要

针对超声造影剂(UCA)非线性单次传输回波的二次分量提取问题,提出了一种基于最高组织对比度(CTRs)的奇异模态二次核卷积的二阶Volterra滤波(SOVF)二次核提取算法。该算法在优化UCA敏感性的同时,减少了组织成分,提高了特异性。该算法通过实验验证了UCA在体内注射后的肾脏图像。在注射不同浓度的造影剂(SonoVue, Bracco, Geneva, Switzerland)前后,获得了一只幼猪肾脏的说明性图像。本文给出的影像学结果表明,信号处理方法是可行的。
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Optimization of contrast sensitivity and specificity of quadratic ultrasonic imaging
We present a new algorithm of post-beamforming second order Volterra filter (SOVF) for deriving the quadratic kernel based on the convolution of the singular modes quadratic kernels which give the highest contrast-to-tissue ratio (CTRs) to extract quadratic components from ultrasound contrast agent (UCA) nonlinear echoes with single transmission. The new algorithm leads to reduction of tissue component and increase the specificity while optimizing the sensitivity to the UCA. The algorithm is demonstrated experimentally using images from in vivo kidney after bolus injection with UCA. Illustrative images of the kidney of a juvenile pig were obtained before and after infusion of contrast agent (SonoVue, Bracco, Geneva, Switzerland) at various concentrations. The imaging results given in this paper indicate that a signal processing approach to this clinical challenge is feasible.
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