基于肝脏组织超声行为调整数学模型的多回波信号仿真

V. Hipólito, S. Luna, I. Bazán, A. Ramírez, M. Trujillo, R. Pintle, A. Ramos
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引用次数: 1

摘要

近年来出现了新的超声信号处理方法,以支持医学诊断。在发展的第一阶段,应该用相当数量的实际回波信号来评估这些方法。本文提出了肝组织的数学模型。这将用于产生回声图信号调整到实际获得的波形。该模型基于一组由健康肝组织检查产生的超声信号计算得出的特征。这些特征是a)平均功率,b)信噪比(SNR)和c)到达时间标准差。为了模拟真实信号,在三个参数的不同取值范围内对模型进行了相应的拟合。给出了真实信号与仿真信号的对比分析。给出了仿真信号的相关系数较高的参数值(信噪比为6 dB,平均功率为4.08e-4 W,到达间隔时间标准差为1.43e-6 s),相关系数为0.3003。
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Multi-echo signals simulation based on a mathematical model adjusted to hepatic tissue echographic behavior
Nowadays new methods of echographic signal processing have emerged to support the medical diagnosis. In the first stage of development, these methods should be assessed with a considerable number of realistic echo-signals. In this paper, a mathematical model of hepatic tissue is proposed. This will be used to generate echo-graphic signals adjusted to realistic acquired waveforms. The model is based on a set of characteristics computed from echographic signals produced by the inspection of the healthy liver tissue. These characteristics were a) average power, b) signal to noise ratio (SNR) and c) inter-arrival time standard deviation. In order to emulate the realistic signals, the model was fitted accordingly throughout different values of the three parameters. A comparative analysis between real and simulated signals is presented. Conclusions about obtained results are given, including the parameters values (SNR equal to 6 dB, Average Power equal to 4.08e-4 W and an inter-arrival time standard deviation equal to 1.43e-6 s) of the simulated signals that presented the higher correlation coefficient (0.3003).
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