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超声多频策略估计肺表面粗糙度:体内和体外结果。

Ultrasound multifrequency strategy to estimate the lung surface roughness, in silico and in vitro results.

机构信息

Department of Information Engineering and Computer Science, University of Trento, Via Sommarive 9, 38123 Trento, Italy.

Polo Meccatronica (ProM), Via Fortunato Zeni 8, 38068 Rovereto, Italy.

出版信息

Ultrasonics. 2023 Dec;135:107143. doi: 10.1016/j.ultras.2023.107143. Epub 2023 Aug 24.

Abstract

Lung ultrasound (LUS) is an important imaging modality to assess the state of the lung surface. Nevertheless, LUS is limited to the visual evaluation of imaging artifacts, especially the vertical ones. These artifacts are observed in pathologies characterized by a reduction of dimensions of air-spaces (alveoli). In contrast, there exist pathologies, such as chronic obstructive pulmonary disease (COPD), in which an enlargement of air-spaces can occur, which causes the lung surface to behave essentially as a perfect reflector, thus not allowing ultrasound penetration. This characteristic high reflectivity could be exploited to characterize the lung surface. Specifically, air-spaces of different sizes could cause the lung surface to have a different roughness, whose estimation could provide a way to assess the state of the lung surface. In this study, we present a quantitative multifrequency approach aiming at estimating the lung surface's roughness by measuring image intensity variations along the lung surface as a function of frequency. This approach was tested both in silico and in vitro, and it showed promising results. For the in vitro experiments, radiofrequency (RF) data were acquired from a novel experimental model. The results showed consistency between in silico and in vitro experiments.

摘要

肺部超声(LUS)是评估肺表面状态的一种重要成像方式。然而,LUS仅限于对成像伪影(尤其是垂直伪影)的视觉评估。这些伪影出现在以空气腔(肺泡)尺寸减小为特征的病变中。相比之下,存在一些疾病,如慢性阻塞性肺疾病(COPD),其中空气腔可以增大,这会导致肺表面基本上表现为完美的反射器,从而阻止超声穿透。这种特征性的高反射率可以被用来描述肺表面。具体来说,不同尺寸的空气腔可能会使肺表面具有不同的粗糙度,其估计值可以提供一种评估肺表面状态的方法。在这项研究中,我们提出了一种定量多频方法,旨在通过测量随频率变化的肺表面图像强度变化来估计肺表面的粗糙度。该方法在体内和体外均进行了测试,结果表明具有良好的效果。对于体外实验,从新型实验模型中获取了射频(RF)数据。结果表明体内和体外实验之间具有一致性。

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