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使用免费软件、标准成像软件进行 MRI 灌注分析。

MRI perfusion analysis using freeware, standard imaging software.

机构信息

Veterinary Clinic Hofheim, Katharina-Kemmler-Str. 7, 65719, Hofheim, Germany.

Department of Physics and Astronomy, Ghent University, Krijgslaan 281, Ghent, Belgium.

出版信息

BMC Vet Res. 2020 May 18;16(1):141. doi: 10.1186/s12917-020-02352-0.

Abstract

BACKGROUND

Perfusion-weighted imaging is only scarcely used in veterinary medicine. The exact reasons are unclear. One reason might be the typically high costs of the software packages for image analysis. In addition, a great variability concerning available programs makes it hard to compare results between different studies. Moreover, these algorithms are tuned for their usage in human medicine and often difficult to adapt to veterinary studies. In order to address these issues, our aim is to deliver a free open source package for calculating quantitative perfusion parameters. We develop an "R package" calculating mean transit time, cerebral blood flow and cerebral blood volume from data obtained with freely imaging software (OsiriX Light®). We hope that the free availability, in combination with the fact that the underlying algorithm is open and adaptable, makes it easier for scientists in veterinary medicine to use, compare and adapt perfusion-weighted imaging analysis. In order to demonstrate the usage of our software package, we reviewed previously acquired perfusion-weighted images from a group of eight purpose-breed healthy beagle dogs and twelve client-owned dogs with idiopathic epilepsy. In order to obtain the data needed for our algorithm, the following steps were performed: First, regions of interest (ROI) were drawn around different, previously reported, brain regions and the middle cerebral artery. Second, a ROI enhancement curve was generated for each ROI using a freely available PlugIn. Third, the signal intensity curves were exported as a comma-separated-value file. These files constitute the input to our software package, which then calculates the PWI parameters.

RESULTS

We used our software package to re-assess perfusion weighted images from two previous studies. The clinical results were similar, showing a significant increase in the mean transit time and a significant decrease in cerebral blood flow for diseased dogs.

CONCLUSION

We provide an "R package" for computing the main perfusion parameters from measurements taken with standard imaging software and describe in detail how to obtain these measurements. We hope that our contribution enables users in veterinary medicine to easily obtain perfusion parameters using standard Open Source software in a standard, adaptable and comparable way.

摘要

背景

灌注加权成像是兽医影像学中应用较少的一种方法。具体原因尚不清楚。原因之一可能是图像分析软件包的成本通常较高。此外,可用程序的差异很大,导致不同研究之间的结果难以比较。此外,这些算法是为在人类医学中使用而调整的,通常难以适应兽医研究。为了解决这些问题,我们的目标是提供一个免费的开源软件包,用于计算定量灌注参数。我们开发了一个“R 包”,该软件包可以从免费成像软件(OsiriX Light®)获得的数据中计算平均通过时间、脑血流量和脑血容量。我们希望免费提供,并且算法是开放和可调整的,这使得兽医领域的科学家更容易使用、比较和调整灌注加权成像分析。为了演示我们的软件包的使用,我们回顾了一组 8 只特定品种的健康比格犬和 12 只患有特发性癫痫的客户拥有的犬的先前获得的灌注加权图像。为了获得我们算法所需的数据,执行了以下步骤:首先,在不同的、先前报道的脑区和大脑中动脉周围绘制感兴趣区(ROI)。其次,使用免费提供的插件为每个 ROI 生成 ROI 增强曲线。第三,将信号强度曲线导出为逗号分隔值文件。这些文件构成了我们软件包的输入,然后该软件包计算 PWI 参数。

结果

我们使用我们的软件包重新评估了来自两项先前研究的灌注加权图像。临床结果相似,患病犬的平均通过时间显著增加,脑血流量显著降低。

结论

我们提供了一个“R 包”,用于从标准成像软件获取的测量值中计算主要灌注参数,并详细描述了如何获取这些测量值。我们希望我们的贡献使兽医领域的用户能够使用标准的开源软件以标准、可调整和可比较的方式轻松获得灌注参数。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/de6c/7236203/aed5836f9249/12917_2020_2352_Fig1_HTML.jpg

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