Cole–Cole Model for the Dielectric Characterization of Healthy Skin and Basal Cell Carcinoma at THz Frequencies

IF 2.7 Q3 ENGINEERING, BIOMEDICAL
Enrico Mattana;Matteo Bruno Lodi;Marco Simone;Giuseppe Mazzarella;Alessandro Fanti
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引用次数: 0

Abstract

THz radiationeffectively probes biological tissue water content due to its high sensibility to polar molecules. Skin and basal cell carcinoma (BCC), both rich in water, have been extensively studied in the THz range. Typically, the Double Debye model is used to study their dielectric permittivity. This work focuses on the viability of the multipole Cole-Cole model as an alternative dielectric model. To determine the best fit parameters, we used a genetic algorithm-based approach, solving a least squares problem. Compared with the Double Debye model, a maximum reduction of the RMSE value up to more than 50% and maximum relative percentage errors of 2.8% have been measured for both second and third order Cole-Cole models. Since the errors of the second and third order Cole-Cole models are similar, a two-poles model is enough to describe the behaviour both tissues from 0.2 THz to 2 THz.
太赫兹频率下健康皮肤和基底细胞癌的介电特性科尔-科尔模型
由于太赫兹辐射对极性分子具有高度敏感性,因此可有效探测生物组织的含水量。皮肤和基底细胞癌(BCC)都富含水分,在太赫兹范围内对它们进行了广泛的研究。通常使用双德拜模型来研究它们的介电常数。这项工作的重点是研究多极科尔-科尔模型作为替代介电模型的可行性。为了确定最佳拟合参数,我们采用了基于遗传算法的方法,求解最小二乘法问题。与双 Debye 模型相比,二阶和三阶 Cole-Cole 模型的均方根误差值最大降低了 50%以上,最大相对误差百分比为 2.8%。由于二阶和三阶 Cole-Cole 模型的误差相似,因此双极模型足以描述从 0.2 太赫兹到 2 太赫兹的两种组织行为。
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来源期刊
CiteScore
9.50
自引率
3.40%
发文量
20
审稿时长
10 weeks
期刊介绍: The IEEE Open Journal of Engineering in Medicine and Biology (IEEE OJEMB) is dedicated to serving the community of innovators in medicine, technology, and the sciences, with the core goal of advancing the highest-quality interdisciplinary research between these disciplines. The journal firmly believes that the future of medicine depends on close collaboration between biology and technology, and that fostering interaction between these fields is an important way to advance key discoveries that can improve clinical care.IEEE OJEMB is a gold open access journal in which the authors retain the copyright to their papers and readers have free access to the full text and PDFs on the IEEE Xplore® Digital Library. However, authors are required to pay an article processing fee at the time their paper is accepted for publication, using to cover the cost of publication.
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