Elvira Luis, Ibanez Rodriguez Alberto, Fernandez Alba, Duran Carmen, Parrilla Romero Montserrat, Pose-Diez-de-la-Lastra Alicia, Bassat Quique, Jimenez Javier
IEEE Trans Ultrason Ferroelectr Freq Control. 2021 May;68(5):1580-1592. doi: 10.1109/TUFFC.2020.3041495. Epub 2021 Apr 26.
A methodology for the assessment of cell concentration, in the range 5-100 cells/ [Formula: see text], suitable for in vivo analysis of serous body fluids is presented in this work. This methodology is based on the quantitative analysis of ultrasound images obtained from cell suspensions and considers applicability criteria, such as short analysis times, moderate frequency, and absolute concentration estimation, all necessary to deal with the variability of tissues among different patients. Numerical simulations provided the framework to analyze the impact of echo overlapping and the polydispersion of scatterer sizes on the cell concentration estimation. The cell concentration range that can be analyzed as a function of the transducer and emitted waveform used was also discussed. Experiments were conducted to evaluate the performance of the method using 7- [Formula: see text] and 12- [Formula: see text] polystyrene particles in water suspensions in the 5-100 particles/ [Formula: see text] range. A single scanning focused transducer working at a central frequency of 20 MHz was used to obtain ultrasound images. The method proposed to estimate the concentration proved to be robust for different particle sizes and variations of gain acquisition settings. The effect of tissues placed in the ultrasound path between the probe and the sample was also investigated using 3-mm-thick tissue mimics. Under this situation, the algorithm was robust for the concentration analysis of 12 [Formula: see text] particle suspensions, yet significant deviations were obtained for the smallest particles.
本文介绍了一种适用于浆液性体液体内分析的细胞浓度评估方法,该方法适用于5-100个细胞/[公式:见正文]范围内的细胞浓度评估。该方法基于对从细胞悬液中获得的超声图像进行定量分析,并考虑了适用性标准,如短分析时间、适中频率和绝对浓度估计,这些都是处理不同患者组织变异性所必需的。数值模拟提供了一个框架,用于分析回波重叠和散射体尺寸的多分散性对细胞浓度估计的影响。还讨论了可根据所用换能器和发射波形进行分析的细胞浓度范围。进行了实验,以评估该方法在5-100个颗粒/[公式:见正文]范围内使用7-[公式:见正文]和12-[公式:见正文]聚苯乙烯颗粒在水悬液中的性能。使用中心频率为20MHz的单扫描聚焦换能器获取超声图像。所提出的估计浓度的方法对于不同的颗粒尺寸和增益采集设置的变化被证明是稳健的。还使用3毫米厚的组织模拟物研究了置于探头和样品之间超声路径中的组织的影响。在这种情况下,该算法对于12[公式:见正文]颗粒悬液的浓度分析是稳健的,但对于最小的颗粒获得了显著偏差。