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Imaging the brain with ultrasound full-waveform inversion

通过超声全波形反转对大脑进行成像

基本信息

批准号：
EP/X033651/1
负责人：
Michael Warner
金额：
$ 471.35万
依托单位：
Imperial College London
依托单位国家：
英国
项目类别：
Research Grant
财政年份：
2023
资助国家：
英国
起止时间：
2023 至无数据
项目状态：
未结题

来源：
https://gtr.ukri.org/projects?ref=EP%2FX033651%2F1
关键词：
Imaging brain ultrasound full waveform

项目摘要

Rapid brain imaging is central to the diagnosis and treatment of acute neurological conditions - for example stroke or head trauma. Existing imaging methods require large, immobile, high-power instruments that are near-impossible to deploy outside specialized environments, leading to unnecessarily delayed diagnosis and treatment, and consequent increased disability and higher fatality rates. This project will create a device that can be simply and rapidly applied to any patient, any time, any place, exploiting advances that have already revolutionised imaging in geophysics. We will image the brain using ultrasound waves, transmitted across the head, applying advanced computer modelling to remove the distorting effects of the skull, thereby enabling high-resolution high-contrast imaging of the brain unachievable by conventional ultrasound.The petroleum industry has spent large sums developing advanced geophysical algorithms to image oil and gas deposits in three dimensions. Foremost among these is "full-waveform inversion" (FWI), a computationally intensive technique in which accurate modelling of soundwave propagation through a three-dimensional object is used to recover the detailed internal properties of that object. This project will adapt and transfer that technology across disciplines so that it can be applied directly for medical imaging of the brain, leading to cheaper, faster, more-accurate clinical diagnosis and treatment.The main existing technologies used in three-dimensional medical imaging are magnetic resonance imaging (MRI), x-ray computed tomography (CT), and pulse-echo ultrasound. MRI is high resolution and high accuracy but is time consuming, expensive and immobile; it cannot be applied safely without a preliminary detailed investigation to ensure the absence of ferromagnetic bodies within any new patient. X-ray CT is cheaper and faster, but it is typically lower resolution than MRI, with poor soft-tissue contrast, and it uses harmful ionising radiation. Conventional pulse-echo ultrasound is cheap, fast, portable and universally safe, but it uses high frequencies that have limited penetration, and that are especially attenuated and distorted by the bones of the skull. Consequently, existing ultrasound technology is unable to image the adult brain successfully within an intact human skull.Ultrasound at frequencies below those normally used for imaging does however have the penetration required to travel right across the head. Full-waveform inversion is able to produce accurate high-resolution images using lower-frequency data than is possible using conventional techniques; FWI is also able to compensate accurately for all the distortions generated by the skull. Consequently, the combination of low-frequency transmitted ultrasound with full-waveform inversion is able to produce well-resolved accurate images of the entire human brain. The potential of this approach has already been demonstrated in computer and laboratory simulations; this project now seeks to replicate that success in the laboratory on a live human subject.Safe, fast, quantitative, universally applicable, deployable continuously, and above all portable by paramedics, our device and our approach aim to revolutionise brain imaging, in health and disease. The technology has particular relevance to stroke - globally the second-commonest cause of premature death and a major, growing cause of adult disability - and to brain imaging in resource-limited and inaccessible environments.

快速脑成像是诊断和治疗急性神经系统疾病的核心-例如中风或头部创伤。现有的成像方法需要大型、固定、高功率的仪器，这些仪器几乎不可能部署在专业环境之外，导致不必要的诊断和治疗延迟，从而增加残疾和更高的死亡率。该项目将创造一种设备，可以简单，快速地应用于任何病人，任何时间，任何地点，利用已经革命性地改变了成像在电子物理学的进步。我们将使用超声波对大脑进行成像，通过头部传输，应用先进的计算机建模来消除头骨的扭曲效应，从而实现传统超声无法实现的高分辨率高对比度大脑成像。石油工业已经花费大量资金开发先进的地球物理算法，以三维成像石油和天然气矿床。其中最重要的是“全波形反演”（FWI），这是一种计算密集型技术，其中使用三维物体声波传播的精确建模来恢复该物体的详细内部属性。该项目将调整和跨学科转移该技术，使其可以直接应用于大脑的医学成像，从而实现更便宜，更快，更准确的临床诊断和治疗。现有的三维医学成像技术主要有磁共振成像（MRI），X射线计算机断层扫描（CT）和脉冲回波超声。MRI具有高分辨率和高准确度，但耗时、昂贵且固定;如果没有初步的详细调查以确保任何新患者体内没有铁磁体，则无法安全应用。X射线CT更便宜，速度更快，但它的分辨率通常低于MRI，软组织对比度差，并且使用有害的电离辐射。传统的脉冲回波超声波便宜、快速、便携且普遍安全，但它使用的高频穿透力有限，尤其是被头骨衰减和扭曲。因此，现有的超声波技术无法在完整的人类头骨内成功地对成人大脑进行成像，但是低于通常用于成像的频率的超声波确实具有穿过头部所需的穿透力。全波形反演能够使用比传统技术更低的频率数据产生精确的高分辨率图像; FWI还能够精确补偿颅骨产生的所有失真。因此，低频发射超声与全波形反转的组合能够产生整个人脑的高分辨率精确图像。这种方法的潜力已经在计算机和实验室模拟中得到了证明;该项目现在寻求在实验室中在活体人类受试者上复制这一成功。我们的设备和方法安全、快速、定量、普遍适用、可持续部署，最重要的是可由医护人员携带，旨在彻底改变健康和疾病中的脑成像。该技术与中风特别相关-全球第二常见的过早死亡原因和成人残疾的主要，日益增长的原因-以及在资源有限和无法进入的环境中进行脑成像。