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Assessment of Respiratory Muscle Activity with Surface Electromyographic Signals Acquired by Concentric Ring Electrodes

机译:同心环电极获得的表面肌电信号评估呼吸肌活动

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The assessment of respiratory muscle activity by surface electromyography (sEMG) is a promising noninvasive technique for the diagnosis and monitoring of chronic obstructive pulmonary disease. The diaphragm is the most important muscle in breathing, although in forced inspiration other muscles, such as sternocleidomastoid, are activated and contribute to the respiratory process. The measurement of the sEMG in these muscles (sEMGdi and sEMGscm, respectively) by means of two electrodes in conventional bipolar configuration (BEs) is a common practice to evaluate the respiratory muscle activity and allows to indirectly quantify the level of muscular activation. However, the resulting signals are usually contaminated by electrocardiographic (ECG) activity, hindering the assessment of the activity of these muscles. sEMG signals can also be recorded using concentric ring electrodes (CREs). CREs have greater spatial resolution and attenuate distant bioelectrical interferences. In this scenario, the objective of this work has been to evaluate the applicability of CREs for the acquisition of sEMGdi and sEMGscm. For this purpose, both sEMG signals were recorded simultaneously with BEs and CREs in healthy subjects while performing an inspiratory load protocol. To evaluate the effect of the cardiac interference, the ratio between the mean power in inspiratory segments without ECG and the mean power in expiratory segments with ECG (Rcardio) was calculated. Additionally, the ratio between the mean power in inspiratory segments without ECG and the mean power in expiratory segments without ECG (Rinex) was also calculated. The results revealed that the Rcardio and bandwidth is greater in sEMG signals acquired with the CREs, while the Rinex is higher in the signals acquired with BEs. These results suggest that the use of CREs is a recommended alternative for the acquisition of sEMG in muscles with high cardiac interference, such as the diaphragm muscle.
机译:通过表面肌电图(sEMG)评估呼吸肌活动是诊断和监测慢性阻塞性肺疾病的一种有前途的无创技术。隔膜是呼吸中最重要的肌肉,尽管在强制吸气中其他肌肉(例如胸锁乳突肌)也被激活并有助于呼吸过程。通过两个传统双极配置(BEs)的电极对这些肌肉中的sEMG(分别为sEMGdi和sEMGscm)进行测量是评估呼吸肌活动并允许间接量化肌肉激活水平的常用方法。但是,所产生的信号通常被心电图(ECG)活动所污染,从而阻碍了对这些肌肉活动的评估。 sEMG信号也可以使用同心环形电极(CRE)记录。 CRE具有更高的空间分辨率并减弱远处的生物电干扰。在这种情况下,这项工作的目的是评估CRE在获取sEMGdi和sEMGscm方面的适用性。为此,在执行吸气负荷方案时,在健康受试者中同时记录了两个sEMG信号与BE和CRE。为了评估心脏干扰的影响,计算了没有ECG的吸气段的平均功率与带有ECG的呼气段的平均功率(Rcardio)之比。此外,还计算了没有ECG的吸气段的平均功率与没有ECG的呼气段的平均功率(Rinex)之比。结果表明,用CRE采集的sEMG信号的Rcardio和带宽更大,而用BE采集的信号的Rinex更高。这些结果表明,在心脏高度干扰的肌肉(例如diaphragm肌)中,建议使用CRE来获取sEMG。

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