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Novel approach of processing electrical bioimpedance data using differential impedance analysis

机译:使用差分阻抗分析处理电气生物阻抗数据的新方法

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摘要

The goal of this manuscript is to present a new methodology for real time analysis of time-varying electrical bioimpedance data. The approach assumes that the Fricke-Morse model of living tissues is meaningful and valid within the measured frequency range (10. kHz to 1. MHz). The parameters of this model are estimated in the whole frequency range with the presented method based on differential impedance analysis (DIA). The numerical accuracy of the developed approach has been validated and compared to complex nonlinear least square (CNLS) approach through simulations and also with experimental data from in vivo time-varying human lung tissue bioimpedance. The new developed method has demonstrated a promising performance for fast and easily interpretable information in real time.
机译:该稿件的目标是提出一种新的方法,用于实时分析时变电子生物阻抗数据。 该方法假设活组织的摩尔斯莫斯特模型在测量的频率范围内有意义,有效(10kHz至1.MHz)。 该模型的参数在整个频率范围内估计,基于差分阻抗分析(DIA)的呈现方法。 已经验证了开发方法的数值准确性,并通过模拟和具有来自体内变化的人肺组织生物阻抗的实验数据和实验数据进行验证并与复杂的非线性最小二乘(CNL)方法进行比较。 新的开发方法已经证明了快速且容易可解释的信息的有希望的性能。

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