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Classification of skin phenotypes caused by diabetes mellitus using complex scattering parameters in the millimeter-wave frequency range

机译:使用毫米波频率范围内的复杂散射参数对糖尿病引起的皮肤表型进行分类

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摘要

The pathological skin phenotype caused by hyperglycemia is an important indicator for the progress of diabetes mellitus. An early detection of diabetes assures an early intervention to regulate the carbohydrate metabolism. In this publication a non-invasive detection principle based on the measurement of complex scattering parameters in the millimeter-wave frequency range is presented. The measurement principle provides evidence of the applicability for the identification of different glycemic states in animal models. The method proposed here can be used to predict diabetes status in animal models and is interesting for application on humans in view of safeness of millimeter-wave radiation. Furthermore the complex scattering parameters give important information about the anatomic varieties between the analyzed skin samples of the different mice strains. In contrast to other methods, our approach is less sensitive to skin variations between animals.
机译:高血糖引起的皮肤病理表型是糖尿病进展的重要指标。糖尿病的早期发现可确保早期干预以调节碳水化合物的代谢。在该出版物中,提出了一种基于毫米波频率范围内复杂散射参数测量的非侵入性检测原理。测量原理为动物模型中不同血糖状态的识别提供了证据。本文提出的方法可用于预测动物模型中的糖尿病状态,并且鉴于毫米波辐射的安全性,对于在人类上的应用很有趣。此外,复杂的散射参数提供了有关不同小鼠品系的分析皮肤样品之间的解剖学变化的重要信息。与其他方法相比,我们的方法对动物之间的皮肤变化不太敏感。

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