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Microwave imaging via space-time beamforming for early detection of breast cancer

机译:时空波束形成的微波成像技术可早期发现乳腺癌

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A method of microwave imaging via space-time (MIST) beamforming is proposed for detecting early-stage breast cancer. An array of antennas is located near the surface of the breast and an ultrawideband (UWB) signal is transmitted sequentially from each antenna. The received backscattered signals are passed through a space-time beamformer that is designed to image backscattered signal energy as a function of location. The beamformer spatially focuses the backscattered signals to discriminate against clutter and noise while compensating for frequency-dependent propagation effects. As a consequence of the significant dielectric-properties contrast between normal and malignant tissue, localized regions of large backscatter energy levels in the image correspond to malignant tumors. A data-adaptive algorithm for removing artifacts in the received signals due to backscatter from the skin-breast interface is also presented. The effectiveness of these algorithms is demonstrated using a variety of numerical breast phantoms based on anatomically realistic MRI-derived FDTD models of the breast. Very small (2 mm) malignant tumors embedded within the complex fibroglandular structure of the breast are easily detected above the background clutter. The MIST approach is shown to offer significant improvement in performance over previous UWB microwave breast cancer detection techniques based on simpler focusing schemes.
机译:提出了一种通过时空(MIST)波束成形的微波成像方法来检测早期乳腺癌。天线阵列位于乳房表面附近,并且从每个天线依次发射超宽带(UWB)信号。接收到的反向散射信号通过时空波束形成器,该波束形成器被设计为根据位置对反向散射信号能量进行成像。波束形成器在空间上聚焦后向散射信号,以区分杂波和噪声,同时补偿与频率有关的传播效应。由于正常组织和恶性组织之间存在明显的介电性质对比,图像中较大的反向散射能级的局部区域对应于恶性肿瘤。还提出了一种数据自适应算法,用于消除由于皮肤-乳房界面的反向散射而导致的接收信号中的伪像。这些算法的有效性通过使用多种基于人体解剖学真实的MRI的FDTD模型的数值乳腺模型来证明。在背景杂波上方,很容易检测到包埋在乳房复杂的纤维腺结构中的非常小的(2毫米)恶性肿瘤。事实证明,基于更简单的聚焦方案,与以前的UWB微波乳腺癌检测技术相比,MIST方法可显着提高性能。

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