F. M. Vargas-Luna, M. I. Delgadillo-Cano, J. P. Riu-Costa, S. Kashina, J. M. Balleza-Ordaz
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引用次数: 0
摘要
目的 电阻抗断层扫描(EIT)是一种测量肺气流的无创方法,尤其适用于慢性阻塞性肺病(COPD)患者。然而,EIT 的临床实用性仍面临挑战。本研究的主要目的是确定 EIT 记录的阻抗变化的主要频率成分,并将其与肺功能参数相关联。每位志愿者都连接了气压计和 EIT 设备。他们进行了三次呼吸练习,并获取了每位志愿者的肺功能参数。对三个阻抗信号进行卷积,以模拟胸廓作为黑盒子的行为,输出单一信号。使用 FFT 频谱对卷积阻抗信号进行分析。随后,将其分为七个频率范围,估算曲线下的面积以及 25%、50% 和 75% 的四分位数。结果 在七个不同的频率范围内,观察到肺功能测试参数与 FFT 频谱测定值之间的显著相关性超过 60%。结论为了解决数据分散的问题并增强测定结果之间的相关性,必须使用人体测量参数调整阻抗测定结果,或采用数学公式,以方便确定肺气流限制的特征。
Assessing Pulmonary Function Parameters Non-invasively by Electrical Bioimpedance Tomography
Purpose
Electrical Impedance Tomography (EIT) holds promise as a non-invasive method for measuring lung airflow, particularly in patients diagnosed with Chronic Obstructive Pulmonary Disease (COPD). Nonetheless, there are challenges regarding the clinical relevance of EIT. The main purpose of the present research was to identify the primary frequency components of impedance changes recorded by EIT and correlate them with pulmonary function parameters.
Methods
20 COPD patients were analyzed. Each volunteer was connected to a pneumotachometer and an EIT device. They performed three respiratory exercises, and pulmonary function parameters for each volunteer were acquired. The three impedance signals were convolved to simulate the behavior of the thorax as a black box with a single output signal. The convolved impedance signal was analyzed using FFT spectra. Subsequently, it was divided into seven frequency ranges, estimating the area under the curve and quartiles at 25%, 50%, and 75%. Each segment of the FFT spectrum was correlated with each pulmonary function test parameter.
Results
A significant correlation of over 60% between pulmonary function test parameters and the determinations from the FFT spectrum within seven distinct frequency ranges was observed. However, the determination coefficient (R2) ranged from approximately 10–66% due to data points that did not fit well, particularly in patients with severe pulmonary dysfunction.
Conclusion
To address the dispersion of data and enhance the correlation between determinations, it is imperative to adjust impedance determinations using anthropometric parameters or employ a mathematical equation that facilitates the characterization of limitations in lung airflow.
期刊介绍:
The purpose of Journal of Medical and Biological Engineering, JMBE, is committed to encouraging and providing the standard of biomedical engineering. The journal is devoted to publishing papers related to clinical engineering, biomedical signals, medical imaging, bio-informatics, tissue engineering, and so on. Other than the above articles, any contributions regarding hot issues and technological developments that help reach the purpose are also included.