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The effect of sound-speed-image resolution on phase aberration correction for ultrasound computed tomography

机译:声速图像分辨率对超声计算断层扫描的相位像差校正的影响

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Ultrasound computed tomography (USCT) has been proposed as a hopeful tool for breast cancer screening. It can obtain three-dimensional (3D) breast images with three different modalities, automatically. The three modalities include sound-speed-image (SSI), attenuation image, and reflection image. In them, the reflection image has highest resolution, which makes it appropriate for breast cancer early detection. However, the reflection image commonly be reconstructed using a pre-determined sound speed, which has mismatch with real sound speeds in inhomogeneous breast tissues. The mismatch results in phase aberration and degrade image quality. In order to correct phase aberration, SSI can be employed for providing real sound speed information. However, SSIs reconstructed by different methods or obtained by different equipment could have different resolution. Its resolution may effect phase correction quality and reflection image quality. In this article, we evaluated the effect of SSI resolution on phase aberration correction and reflection image quality. First, USCT raw data was obtained by both numerical simulation and phantom experiment. Second, reflection images of obtained raw data were reconstructed by synthetic aperture (SA) technique, and their phase aberration was corrected by multi-stencils fast marching (MSFM) method using SSIs with different resolutions. Finally, the quality and resolution of reconstructed reflection images were evaluated. The numerical simulation quantitatively showed the diameters of points spread function (PSF) in reflection images increased from about 0.3 to 0.6 mm, while the resolution of SSI for phase correction decreasing. The phantom experiment qualitatively demonstrated both resolution and contrast of reconstructed reflection images decreased, while the resolution of SSI for phase correction decreasing. Both simulation and experiment results demonstrated that phase aberration correction performance decreases as the resolution of SSI decreasing.
机译:已经提出了超声计算断层扫描(USCT)作为乳腺癌筛选的有希望的工具。它可以自动获得具有三种不同模式的三维(3D)乳房图像。三种方式包括声速 - 图像(SSI),衰减图像和反射图像。在它们中,反射图像具有最高分辨率,这使得适合乳腺癌早期检测。然而,通常使用预定的声速来重建反射图像,其具有不均匀的乳房组织中具有真正声速的不匹配。不匹配导致相位像差和降低图像质量。为了纠正相位像差,可以采用SSI来提供真实的声速信息。然而,由不同的方法或由不同设备获得的SSIS可以具有不同的分辨率。其分辨率可能效应相位校正质量和反射图像质量。在本文中,我们评估了SSI分辨率对相位像差校正和反射图像质量的影响。首先,通过数值模拟和幻像实验获得USCT原始数据。其次,通过合成孔径(SA)技术重建所获得的原始数据的反射图像,并且通过使用不同分辨率的SSIS通过多模板快速游行(MSFM)方法来校正它们的相位像差。最后,评估重建反射图像的质量和分辨率。数值模拟的数量地显示反射图像中的点扩散功能(PSF)的直径增加到0.3至0.6mm,而SSI的分辨率用于相位校正减小。幻影实验定性证明了重建反射图像的分辨率和对比度降低,而SSI的分辨率降低。仿真和实验结果表明,相位像差校正性能随着SSI减小的分辨率而降低。

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