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通过自适应帧选择方法进行的体内超声动态冠状动脉血流成像

In Vivo Ultrasound Dynamic Coronary Blood Flow Imaging Through Adaptive Frame Selection Method.

作者信息

Zhuang Deng-Yan, Huang Hsin, Chang Wei-Ting, Huang Chih-Chung

出版信息

IEEE Trans Ultrason Ferroelectr Freq Control. 2025 Aug;72(8):1108-1118. doi: 10.1109/TUFFC.2025.3582154.

DOI:10.1109/TUFFC.2025.3582154
PMID:40560696
Abstract

Use of ultrasound for coronary imaging in commercial echocardiography remains challenging because of the small nature of coronary vasculature and the myocardium's intricate motion. Several super-resolution imaging techniques have been applied for coronary imaging; however, most of them only measure the coronary flow during the diastolic phase and have a long data acquisition time. To address these problems, this study proposes an adaptive frame selection approach for coronary vasculature imaging. In this approach, similar frames within cardiac cycles are selected using the sum of absolute difference (SAD) algorithm, and the coronary vasculature blood flow is calculated without using electrocardiographic (ECG) gating data. Experiments were performed in mouse hearts through high-frequency ultrafast ultrasound imaging. After similar frames were selected from several cardiac cycles (one-five cycles), a singular value decomposition (SVD) filter was applied to extract blood flow signals and obtain a dynamic coronary vasculature image, the accuracy of which was confirmed by measuring Doppler sonograms from the left coronary artery (LCA) and arterioles. The conventional method (without SAD), in which only blood flow in the diastolic phase is calculated, was also conducted to enable a comparison in terms of measured vessel size and signal-to-noise ratio (SNR). The SNR for the proposed approach was found to be $20.74~\pm ~1.62$ dB, under the best parameter settings. The proposed approach was successfully verified in the small animal model and has potential for use in human dynamic coronary artery imaging.

摘要

在商业超声心动图中,由于冠状动脉血管细小以及心肌运动复杂,利用超声进行冠状动脉成像仍然具有挑战性。已有多种超分辨率成像技术应用于冠状动脉成像;然而,其中大多数技术仅在舒张期测量冠状动脉血流,且数据采集时间较长。为解决这些问题,本研究提出一种用于冠状动脉血管成像的自适应帧选择方法。在该方法中,使用绝对差之和(SAD)算法在心动周期内选择相似帧,并且在不使用心电图(ECG)门控数据的情况下计算冠状动脉血管血流。通过高频超快超声成像在小鼠心脏上进行实验。从几个心动周期(一到五个周期)中选择相似帧后,应用奇异值分解(SVD)滤波器提取血流信号并获得动态冠状动脉血管图像,通过测量左冠状动脉(LCA)和小动脉的多普勒超声图来确认其准确性。还采用了仅计算舒张期血流的传统方法(不使用SAD),以便在测量的血管大小和信噪比(SNR)方面进行比较。在最佳参数设置下,所提出方法的SNR为20.74±1.62 dB。所提出的方法在小动物模型中得到了成功验证,具有用于人体动态冠状动脉成像的潜力。

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