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Resonance-frequency based Electrical Impedance Spectroscopy and Its Detection Sensitivity to Breast Lesions

机译:基于共振频率的电阻抗谱及其对乳腺病变的检测敏感性

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Electrical impedance spectroscopy (EIS) has been investigated and emerged as a potential non-invasive, low cost, and convenient tool for prescreening and detecting breast abnormalities that could lead to developing breast cancers. However, the performance of conventional EIS is unacceptable in clinical practice. In our laboratory, we developed a new EIS approach based on resonance frequency measurements. This system relies on parameters generated by resonating breast capacitance with a fixed inductor in six different directions using the nipple as a reference electrode. The system detects breast tissue abnormalities due to capacitance changes caused by angiogenesis. Although preliminary testing results from a prospective clinical study were encouraging, we found that detection results were not robust. One of the primary reasons is that the measured EIS signals, in particular, resonance frequencies vary with lesion-depth. Using circuit theory we investigated and derived analytical expressions between the sensitivity of capacitance changes and parallel resistances to pathologies with respect to distances of the lesions from the nipple electrode. The resistance shorts the measured EIS signal thereby decreasing amplitudes of waveforms at resonance frequency. The theoretical analysis is consistent with our experimental observation, which provides valuable data and guidelines for us to develop and construct a new resonance-frequency based EIS system using a lumped parameter (resistance and multi-layer capacitance) based breast model, resulting in an optimal electrical circuit for future studies.
机译:电阻抗谱(EIS)已被研究并作为一种潜在的非侵入性,低成本且方便的工具,用于预筛查和检测可能导致发展为乳腺癌的乳房异常。但是,常规EIS的性能在临床实践中是不可接受的。在我们的实验室中,我们基于共振频率测量结果开发了一种新的EIS方法。该系统依赖于通过使用乳头作为参考电极在六个不同方向上与固定电感器使乳房电容发生共振而生成的参数。该系统检测由于血管生成引起的电容变化而导致的乳房组织异常。尽管前瞻性临床研究的初步测试结果令人鼓舞,但我们发现检测结果并不可靠。主要原因之一是测得的EIS信号,特别是共振频率随病变深度而变化。使用电路理论,我们研究并推导了电容变化的敏感性和对病理的平行电阻之间相对于距乳头电极的病灶距离的敏感性的分析表达式。电阻使测得的EIS信号短路,从而减小谐振频率处的波形幅度。理论分析与我们的实验观察结果一致,后者为我们开发和构建基于集总参数(电阻和多层电容)的乳房模型,以开发和构建基于共振频率的新型EIS系统提供了宝贵的数据和指导,从而获得了最佳效果电路,以备将来研究。

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