IEEE Trans Med Imaging. 2018 Feb;37(2):372-383. doi: 10.1109/TMI.2017.2743099. Epub 2017 Aug 29.
Contrast-enhanced ultrasound (CEUS) is a non-invasive imaging technique extensively used for blood perfusion imaging of various organs. This modality is based on the acoustic detection of gas-filled microbubble contrast agents used as intravascular flow tracers. Recent efforts aim at quantifying parameters related to the enhancement in the vascular compartment using time-intensity curve (TIC), and at using these latter as indicators for several pathological conditions. However, this quantification is mainly hampered by two reasons: first, the quantification intrinsically solely relies on temporal intensity variation, the explicit spatial transport of the contrast agent being left out. Second, the exact relationship between the acquired US-signal and the local microbubble concentration is hardly accessible. This paper introduces the use of a fluid dynamic model for the analysis of dynamic CEUS (DCEUS), in order to circumvent the two above-mentioned limitations. A new kinetic analysis is proposed in order to quantify the velocity amplitude of the bolus arrival. The efficiency of proposed methodology is evaluated both in-vitro, for the quantitative estimation of microbubble flow rates, and in-vivo, for the classification of placental insufficiency (control versus ligature) of pregnant rats from DCEUS. Besides, for the in-vivo experimental setup, we demonstrated that the proposed approach outperforms the performance of existing TIC-based methods.
超声造影(CEUS)是一种广泛应用于各种器官血流灌注成像的无创性成像技术。该技术基于对作为血管内示踪剂的充气体微泡造影剂的声学检测。最近的研究旨在使用时间强度曲线(TIC)量化与血管腔内增强相关的参数,并将这些参数作为几种病理状况的指标。然而,这种定量分析主要受到两个原因的限制:首先,定量分析本质上仅依赖于时间强度变化,而忽略了造影剂的明确空间传输。其次,获取的 US 信号与局部微泡浓度之间的确切关系难以获得。本文介绍了使用流体动力学模型进行动态超声造影(DCEUS)分析的方法,以克服上述两个限制。提出了一种新的动力学分析方法,用于量化造影剂团到达的速度幅度。所提出的方法的有效性在体外进行了评估,用于定量估计微泡流速,以及在体内,用于从 DCEUS 对妊娠大鼠的胎盘功能不全(对照组与结扎组)进行分类。此外,对于体内实验设置,我们证明了所提出的方法优于现有的基于 TIC 的方法的性能。