Huang Lijie, Wang Yadan, Wang Rui, Wei Xingyue, He Qiong, Zheng Chichao, Peng Hu, Luo Jianwen
IEEE Trans Ultrason Ferroelectr Freq Control. 2023 May;70(5):378-392. doi: 10.1109/TUFFC.2023.3253257. Epub 2023 Apr 26.
The morphological and hemodynamic changes of microvessels are demonstrated to be related to the diseased conditions in tissues. Ultrafast power Doppler imaging (uPDI) is a novel modality with a significantly increased Doppler sensitivity, benefiting from the ultrahigh frame rate plane-wave imaging (PWI) and advanced clutter filtering. However, unfocused plane-wave transmission often leads to a low imaging quality, which degrades the subsequent microvascular visualization in power Doppler imaging. Coherence factor (CF)-based adaptive beamformers have been widely studied in conventional B-mode imaging. In this study, we propose a spatial and angular coherence factor (SACF) beamformer for improved uPDI (SACF-uPDI) by calculating the spatial CF across apertures and the angular CF across transmit angles, respectively. To identify the superiority of SACF-uPDI, simulations, in vivo contrast-enhanced rat kidney, and in vivo contrast-free human neonatal brain studies were conducted. Results demonstrate that SACF-uPDI can effectively enhance contrast and resolution and suppress background noise simultaneously, compared with conventional uPDI methods based on delay-and-sum (DAS) (DAS-uPDI) and CF (CF-uPDI). In the simulations, SACF-uPDI can improve the lateral and axial resolutions compared with those of DAS-uPDI, from 176 to [Formula: see text] of lateral resolution, and from 111 to [Formula: see text] of axial resolution. In the in vivo contrast-enhanced experiments, SACF achieves 15.14- and 5.6-dB higher contrast-to-noise ratio (CNR), 15.25- and 3.68-dB lower noise power, and 240- and 15- [Formula: see text] narrower full-width at half-maximum (FWHM) than DAS-uPDI and CF-uPDI, respectively. In the in vivo contrast-free experiments, SACF achieves 6.11- and 1.09-dB higher CNR, 11.93- and 4.01-dB lower noise power, and 528- and 160- [Formula: see text] narrower FWHM than DAS-uPDI and CF-uPDI, respectively. In conclusion, the proposed SACF-uPDI method can efficiently improve the microvascular imaging quality and has the potential to facilitate clinical applications.
微血管的形态和血流动力学变化被证明与组织中的病变情况相关。超快功率多普勒成像(uPDI)是一种新型的成像方式,其多普勒灵敏度显著提高,这得益于超高帧率平面波成像(PWI)和先进的杂波滤波技术。然而,非聚焦平面波传输往往导致成像质量较低,这会降低功率多普勒成像中后续微血管的可视化效果。基于相干因子(CF)的自适应波束形成器在传统B模式成像中已得到广泛研究。在本研究中,我们提出了一种空间和角度相干因子(SACF)波束形成器,通过分别计算跨孔径的空间CF和跨发射角度的角度CF,来改进uPDI(SACF-uPDI)。为了确定SACF-uPDI的优势,我们进行了模拟、体内对比增强大鼠肾脏实验和体内无对比剂的人类新生儿脑部实验。结果表明,与基于延迟求和(DAS)的传统uPDI方法(DAS-uPDI)和CF(CF-uPDI)相比,SACF-uPDI能够有效地增强对比度和分辨率,同时抑制背景噪声。在模拟实验中,与DAS-uPDI相比,SACF-uPDI可以提高横向和轴向分辨率,横向分辨率从176提高到[公式:见原文],轴向分辨率从111提高到[公式:见原文]。在体内对比增强实验中,与DAS-uPDI和CF-uPDI相比,SACF分别实现了高15.14和5.6分贝的对比度噪声比(CNR)、低15.25和3.68分贝 的噪声功率以及窄240和15[公式:见原文]的半高宽(FWHM)。在体内无对比剂实验中,与DAS-uPDI和CF-uPDI相比,SACF分别实现了高6.11和1.09分贝的CNR、低11.93和4.01分贝的噪声功率以及窄528和160[公式:见原文]的FWHM。总之,所提出的SACF-uPDI方法能够有效地提高微血管成像质量,并具有促进临床应用的潜力。