Suppr超能文献

变形杆菌:一种物理逼真的对比增强超声模拟器——第一部分:数值方法。

PROTEUS: A Physically Realistic Contrast-Enhanced Ultrasound Simulator-Part I: Numerical Methods.

作者信息

Blanken Nathan, Heiles Baptiste, Kuliesh Alina, Versluis Michel, Jain Kartik, Maresca David, Lajoinie Guillaume

出版信息

IEEE Trans Ultrason Ferroelectr Freq Control. 2025 Jul;72(7):848-865. doi: 10.1109/TUFFC.2024.3427850.

Abstract

Ultrasound contrast agents (UCAs) have been used as vascular reporters for the past 40 years. The ability to enhance vascular features in ultrasound images with engineered lipid-shelled microbubbles has enabled breakthroughs such as the detection of tissue perfusion or super-resolution imaging of the microvasculature. However, advances in the field of contrast-enhanced ultrasound are hindered by experimental variables that are difficult to control in a laboratory setting, such as complex vascular geometries, the lack of ground truth, and tissue nonlinearities. In addition, the demand for large datasets to train deep learning-based computational ultrasound imaging methods calls for the development of a simulation tool that can reproduce the physics of ultrasound wave interactions with tissues and microbubbles. Here, we introduce a physically realistic contrast-enhanced ultrasound simulator (PROTEUS) consisting of four interconnected modules that account for blood flow dynamics in segmented vascular geometries, intravascular microbubble trajectories, ultrasound wave propagation, and nonlinear microbubble scattering. The first part of this study describes the numerical methods that enabled this development. We demonstrate that PROTEUS can generate contrast-enhanced radio-frequency (RF) data in various vascular architectures across the range of medical ultrasound frequencies. PROTEUS offers a customizable framework to explore novel ideas in the field of contrast-enhanced ultrasound imaging. It is released as an open-source tool for the scientific community.

摘要

在过去40年里,超声造影剂(UCAs)一直被用作血管造影剂。利用工程化脂质壳微泡增强超声图像中血管特征的能力,实现了诸如组织灌注检测或微血管超分辨率成像等突破。然而,超声造影领域的进展受到实验室环境中难以控制的实验变量的阻碍,如复杂的血管几何形状、缺乏真实对照以及组织非线性。此外,训练基于深度学习的计算超声成像方法需要大量数据集,这就需要开发一种能够再现超声波与组织和微泡相互作用物理过程的模拟工具。在此,我们介绍一种物理逼真的超声造影模拟器(PROTEUS),它由四个相互连接的模块组成,分别用于模拟分段血管几何形状中的血流动力学、血管内微泡轨迹、超声波传播以及非线性微泡散射。本研究的第一部分描述了实现这一开发的数值方法。我们证明,PROTEUS可以在医学超声频率范围内的各种血管结构中生成超声造影射频(RF)数据。PROTEUS提供了一个可定制的框架,用于探索超声造影成像领域的新想法。它作为开源工具发布供科学界使用。

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验