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Computational Feasibility Study of Contrast-Enhanced Thermoacoustic Imaging for Breast Cancer Detection Using Realistic Numerical Breast Phantoms

机译:对比性热声成像技术在乳腺癌检测中的真实性数值模拟的计算可行性研究

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摘要

The feasibility of contrast-enhanced thermoacoustic imaging (CETAI) for breast cancer detection is investigated by a systematic computational study using realistic numerical breast phantoms with tumors. Single-walled carbon nanotubes with a nontoxic concentration are applied as the contrast agents to increase the dielectric properties of the breast tumors and enhance their detectability. Complete CETAI models are developed and solved for generated thermoacoustic signals by numerical techniques. Back-projection imaging and differential imaging are performed to visualize the tumors. It is shown that the location, shape, and dimension of the tumors in different breast phantoms are all reliably reconstructed in the obtained differential images, irrespective of the different breast densities. Moreover, several important aspects such as safety issues, signal-to-noise ratio, scan time, figures of merit of the image quality, and spatial resolution of the images are quantitatively studied to explore the feasibility of CETAI for possible clinical applications. The simulation result is verified by another independent numerical method and a preliminary experiment is performed to demonstrate the major point of the CETAI strategy. The presented results bolster the applications of CETAI as a potentially safe, possibly rapid, accurate, high-resolution, and breast-density-insensitive technology for 3-D breast cancer detection.
机译:通过系统的计算研究,使用具有肿瘤的真实的数值乳房模型,研究了对比增强热声成像(CETAI)在乳腺癌检测中的可行性。具有无毒浓度的单壁碳纳米管被用作造影剂,以增加乳腺肿瘤的介电性能并增强其可检测性。开发了完整的CETAI模型,并通过数值技术解决了生成的热声信号的问题。进行背投影成像和差分成像以可视化肿瘤。结果表明,在所获得的差分图像中,无论乳房密度如何,都可以可靠地重建不同乳房体模中肿瘤的位置,形状和大小。此外,还对安全性,信噪比,扫描时间,图像质量优值和图像空间分辨率等几个重要方面进行了定量研究,以探讨CETAI在可能的临床应用中的可行性。通过另一种独立的数值方法验证了仿真结果,并进行了初步实验以证明CETAI策略的要点。提出的结果支持了CETAI作为3D乳腺癌检测的潜在安全,可能快速,准确,高分辨率和对乳腺密度不敏感的技术的应用。

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