论文标题

基于高帧速率临床超声扫描仪的超声超声定位显微镜:一项内人类可行性研究

Super-Resolution Ultrasound Localization Microscopy Based on a High Frame-rate Clinical Ultrasound Scanner: An In-human Feasibility Study

论文作者

Huang, Chengwu, Zhang, Wei, Gong, Ping, Lok, U-Wai, Tang, Shanshan, Yin, Tinghui, Zhang, Xirui, Zhu, Lei, Sang, Maodong, Song, Pengfei, Zheng, Rongqin, Chen, Shigao

论文摘要

体内深组织中微血管改变的无创检测为临床诊断和评估广泛的病理提供了关键信息。最近,超分辨率超声定位显微镜(ULM)的出现为毛细血管水平的微脉管系统的临床成像提供了新的可能性。目前,ULM在临床超声扫描仪上的临床实用性受到技术局限性的阻碍,例如长期数据获取时间,以及与低成像框架速率相关的跟踪性能。在这里,我们在高框架速率(HFR)临床超声扫描仪上介绍一个人类ULM,以使用短获取时间(<10s)实现超分辨率微血管成像。使用HFR临床扫描仪从不同的人体组织(肝脏,肾脏,胰腺和乳腺肿瘤)中获取超声MB数据。通过利用HFR和高级处理技术,包括子像素运动注册,MB信号分离和基于Kalman滤波器的跟踪,MB可以在相对较高的MB浓度和人类中有限的数据获取时间的情况下进行牢固定位和跟踪成功的ULM。通过单呼吸握和自由扫描获得的数据,证明了微妙的形态和血液动力学信息。与基于同一MB数据集生成的对比增强功率多普勒相比,ULM在容器中显示了5.7倍的分辨率改进,并提供了多普勒角度无关的大范围流速测量。这项研究表明,基于支持HFR成像的临床扫描仪,超快内人类ULM在各种人体组织中具有可行性,并在涉及无数涉及微血管异常和病理学的微型微血管异常和病理学的无数临床应用中实施了超强超声微血管成像的巨大潜力。

Non-invasive detection of microvascular alterations in deep tissues in vivo provides critical information for clinical diagnosis and evaluation of a broad-spectrum of pathologies. Recently, the emergence of super-resolution ultrasound localization microscopy (ULM) offers new possibilities for clinical imaging of microvasculature at capillary level. Currently, the clinical utility of ULM on clinical ultrasound scanners is hindered by the technical limitations, such as long data acquisition time, and compromised tracking performance associated with low imaging frame-rate. Here we present an in-human ULM on a high frame-rate (HFR) clinical ultrasound scanner to achieve super-resolution microvessel imaging using a short acquisition time (<10s). Ultrasound MB data were acquired from different human tissues, (liver, kidney, pancreatic, and breast tumor) using an HFR clinical scanner. By leveraging the HFR and advanced processing techniques including sub-pixel motion registration, MB signal separation, and Kalman filter-based tracking, MBs can be robustly localized and tracked for successful ULM under the circumstances of relatively high MB concentration and limited data acquisition time in humans. Subtle morphological and hemodynamic information were demonstrated on data acquired with single breath-hold and free-hand scanning. Compared with contrast-enhanced power Doppler generated based on the same MB dataset, ULM showed a 5.7-fold resolution improvement in a vessel, and provided a wide-range flow speed measurement that is Doppler angle-independent. This study demonstrated the feasibility of ultrafast in-human ULM in various human tissues based on a clinical scanner that supports HFR imaging, and showed a great potential for the implementation of super-resolution ultrasound microvessel imaging in a myriad of clinical applications involving microvascular abnormalities and pathologies.

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