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基于自动锥束的乳腺超声扫描仪用于 MRI-3D US 图像融合的定量评估。

Quantitative Evaluation of an Automated Cone-Based Breast Ultrasound Scanner for MRI-3D US Image Fusion.

出版信息

IEEE Trans Med Imaging. 2021 Apr;40(4):1229-1239. doi: 10.1109/TMI.2021.3050525. Epub 2021 Apr 1.

DOI:10.1109/TMI.2021.3050525
PMID:33428568
Abstract

Breast cancer is one of the most diagnosed types of cancer worldwide. Volumetric ultrasound breast imaging, combined with MRI can improve lesion detection rate, reduce examination time, and improve lesion diagnosis. However, to our knowledge, there are no 3D US breast imaging systems available that facilitate 3D US - MRI image fusion. In this paper, a novel Automated Cone-based Breast Ultrasound System (ACBUS) is introduced. The system facilitates volumetric ultrasound acquisition of the breast in a prone position without deforming it by the US transducer. Quality of ACBUS images for reconstructions at different voxel sizes (0.25 and 0.50 mm isotropic) was compared to quality of the Automated Breast Volumetric Scanner (ABVS) (Siemens Ultrasound, Issaquah, WA, USA) in terms of signal-to-noise ratio (SNR), contrast-to-noise ratio (CNR), and resolution using a custom made phantom. The ACBUS image data were registered to MRI image data utilizing surface matching and the registration accuracy was quantified using an internal marker. The technology was also evaluated in vivo. The phantom-based quantitative analysis demonstrated that ACBUS can deliver volumetric breast images with an image quality similar to the images delivered by a currently commercially available Siemens ABVS. We demonstrate on the phantom and in vivo that ACBUS enables adequate MRI-3D US fusion. To our conclusion, ACBUS might be a suitable candidate for a second-look breast US exam, patient follow-up, and US guided biopsy planning.

摘要

乳腺癌是全球最常见的癌症类型之一。容积超声乳腺成像与 MRI 相结合可以提高病变检测率,减少检查时间,并提高病变诊断水平。然而,据我们所知,目前还没有可实现 3D-US-MRI 图像融合的 3D-US 乳腺成像系统。本文介绍了一种新型的基于自动圆锥体的乳腺超声系统(ACBUS)。该系统可以在俯卧位对乳房进行容积超声采集,而不会被超声换能器变形。我们比较了不同体素大小(0.25 和 0.50 毫米各向同性)的 ACBUS 图像重建质量与西门子超声(Siemens Ultrasound,华盛顿州伊萨夸)的自动乳腺容积扫描仪(ABVS)的质量,比较的参数包括信噪比(SNR)、对比噪声比(CNR)和分辨率,使用的是定制的体模。利用表面匹配将 ACBUS 图像数据与 MRI 图像数据进行配准,并利用内部标记物对配准精度进行量化。该技术也在体内进行了评估。基于体模的定量分析表明,ACBUS 可以提供与目前市售的西门子 ABVS 相似的容积乳腺图像质量。我们在体模和体内证明了 ACBUS 能够实现充分的 MRI-3D-US 融合。综上,ACBUS 可能是二次乳腺超声检查、患者随访和超声引导活检计划的合适选择。

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