Three-dimensional visualization and improved quantification with super-resolution ultrasound imaging - validation framework for analysis of microvascular morphology using a chicken embryo model.

Three-dimensional visualization and improved quantification with super-resolution ultrasound imaging - validation framework for analysis of microvascular morphology using a chicken embryo model.
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三维可视化和改进的超分辨率超声成像定量-鸡胚模型微血管形态分析的验证框架。

DOI:
10.1088/1361-6560/abf203
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发表时间:
2021-04-16
影响因子:
3.5
通讯作者:
Hoyt K
Hoyt K
中科院分区:
工程技术2区
文献类型:
--
作者:
Özdemir İ;Johnson K;Mohr-Allen S;Peak KE;Varner V;Hoyt K

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本研究的目的是改善三维(3D)超分辨率超声(SR-US)图像中描绘的微血管网络的形态学分析。通过与匹配的明场显微镜和传统B型超声(US)图像进行比较,这得到了定性和定量验证的支持。使用临床前US扫描仪(Vevo 3100,FUJIFILM VisualSonics Inc.)配备MX250线性阵列换能器。将微泡(MB)造影剂注入发育中的鸡胚卵黄网络后进行CEUS成像。通过以90 μm步长增量在整个感兴趣组织体积中机械扫描US换能器来收集体积数据。在每个增量处收集CEUS图像,并存储为同相/正交数据(2000帧,每秒152帧)。使用已建立的数据处理方法为每个横截面创建SR-US图像。然后使用所有SR-US图像重建最终3D体积,用于血管直径(VD)定量和表面渲染。与匹配的明场显微镜图像相比,3D SR-US数据的VD定量显示出6.1% ± 6.0%的平均误差,而B型US图像的测量值的平均误差为77.1% ± 68.9%。3D空间中的体积和表面渲染能够进行定性验证,并改善了低于US系统轴向分辨率的小血管的可视化。总体而言,3D SR-US图像重建描绘了发育中的鸡胚胎的微血管网络。与B型超声测量相比,SR-US图像中孤立血管的可视化和微血管形态的量化得到了改善,实现了更高的准确性。
The purpose of this study was to improve the morphological analysis of microvascular networks depicted in three-dimensional (3D) super-resolution ultrasound (SR-US) images. This was supported by qualitative and quantitative validation by comparison to matched brightfield microscopy and traditional B-mode ultrasound (US) images. Contrast-enhanced US (CEUS) images were collected using a preclinical US scanner (Vevo 3100, FUJIFILM VisualSonics Inc.) equipped with an MX250 linear array transducer. CEUS imaging was performed after administration of a microbubble (MB) contrast agent into the vitelline network of a developing chicken embryo. Volume data was collected by mechanically scanning the US transducer throughout a tissue volume-of-interest in 90 μm step increments. CEUS images were collected at each increment and stored as in-phase/quadrature data (2000 frames at 152 frames per sec). SR-US images were created for each cross-sectional plane using established data processing methods. All SR-US images were then used to reconstruct a final 3D volume for vessel diameter (VD) quantification and for surface rendering. VD quantification from the 3D SR-US data exhibited an average error of 6.1% ± 6.0% when compared with matched brightfield microscopy images, whereas measurements from B-mode US images had an average error of 77.1% ± 68.9%. Volume and surface renderings in 3D space enabled qualitative validation and improved visualization of small vessels below the axial resolution of the US system. Overall, 3D SR-US image reconstructions depicted the microvascular network of the developing chicken embryos. Improved visualization of isolated vessels and quantification of microvascular morphology from SR-US images achieved a considerably greater accuracy compared to B-mode US measurements.
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发表时间: 2010-04
期刊: Journal of ultrasound in medicine : official journal of the American Institute of Ultrasound in Medicine
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期刊: Journal of ultrasound in medicine : official journal of the American Institute of Ultrasound in Medicine
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发表时间: 2019-03-20
期刊: SCIENTIFIC REPORTS
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