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Clinical breast imaging using sound-speed reconstructions of ultrasound tomography data

机译:使用超声断层扫描数据的声速重建进行临床乳房成像

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To improve clinical breast imaging, a new ultrasound tomography imaging device (CURE) has been built at the Karmanos Cancer Institute. The ring array of the CURE device records ultrasound transmitted and reflected ultrasound signals simultaneously. We develop a bent-ray tomography algorithm for reconstructing the sound-speed distribution of the breast using time-of-flights of transmitted signals. We study the capability of the algorithm using a breast phantom dataset and over 190 patients' data. Examples are presented to demonstrate the sound-speed reconstructions for different breast types from fatty to dense on the BI-RADS categories 1-4. Our reconstructions show that the mean sound-speed value increases from fatty to dense breasts: 1440.8 m/s (fatty), 1451.9 m/s (scattered), 1473.2 m/s (heterogeneous), and 1505.25 m/s (dense). This is an important clinical implication of our reconstruction. The mean sound speed can be used for breast density analysis. In addition, the sound-speed reconstruction, in combination with attenuation and reflectivity images, has the potential to improve breast-cancer diagnostic imaging. The breast is not compressed and does not move during the ultrasound scan using the CURE device, stacking 2D slices of ultrasound sound-speed tomography images forms a 3D volumetric view of the whole breast. The 3D image can also be projected into a 2-D "ultrasound mammogram" to visually mimic X-ray mammogram without breast compression and ionizing radiation.
机译:为了改善临床乳腺成像,卡尔马诺斯癌症研究所已经建造了一种新型的超声层析成像设备(CURE)。 CURE设备的环形阵列可同时记录超声发射和反射的超声信号。我们开发了一种弯曲射线层析成像算法,用于使用发射信号的飞行时间来重建乳房的声速分布。我们使用乳房幻象数据集和190多个患者数据研究了算法的功能。在BI-RADS类别1-4中,提供了一些示例来演示从脂肪到稠密的不同乳房类型的声速重建。我们的重建结果表明,平均声速值从肥大到密实的乳房增加:1440.8 m / s(脂肪),1451.9 m / s(散布),1473.2 m / s(异质)和1505.25 m / s(密集)。这是我们重建的重要临床意义。平均声速可用于乳房密度分析。此外,声速重建与衰减和反射率图像相结合,具有改善乳腺癌诊断成像的潜力。在使用CURE设备进行超声扫描期间,乳房没有被压缩并且不会移动,超声声速断层图像的2D切片堆叠形成整个乳房的3D立体视图。 3D图像也可以投影到二维“超声波乳房X线照片”中,以在视觉上模拟X射线乳房X射线照片,而无需乳房压迫和电离辐射。

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