IEEE J Biomed Health Inform. 2019 Sep;23(5):1964-1971. doi: 10.1109/JBHI.2018.2885138. Epub 2018 Dec 5.
The use of wearable devices in clinical routines could reduce healthcare costs and improve the quality of assessment in patients with chronic respiratory diseases. The purpose of this study is to evaluate the capacity of a Shimmer3 wearable device to extract reliable cardiorespiratory parameters from surface diaphragm electromyography (EMGdi). Twenty healthy volunteers underwent an incremental load respiratory test whilst EMGdi was recorded with a Shimmer3 wearable device (EMGdi). Simultaneously, a second EMGdi (EMGdi), inspiratory mouth pressure (Pmouth) and lead-I electrocardiogram (ECG) were recorded via a standard wired laboratory acquisition system. Different cardiorespiratory parameters were extracted from both EMGdi and EMGdi signals: heart rate, respiratory rate, respiratory muscle activity, and mean frequency of EMGdi signals. Alongside these, similar parameters were also extracted from reference signals (Pmouth and ECG). High correlations were found between the data extracted from the EMGdi and the reference signal data: heart rate (R = 0.947), respiratory rate (R = 0.940), respiratory muscle activity (R = 0.877), and mean frequency (R = 0.895). Moreover, similar increments in EMGdi and EMGdi activity were observed when Pmouth was raised, enabling the study of respiratory muscle activation. In summary, the Shimmer3 device is a promising and cost-effective solution for the ambulatory monitoring of respiratory muscle function in chronic respiratory diseases.
可穿戴设备在临床常规中的应用可以降低医疗成本,并提高慢性呼吸系统疾病患者的评估质量。本研究旨在评估 Shimmer3 可穿戴设备从表面膈肌肌电图(EMGdi)中提取可靠的心呼吸参数的能力。20 名健康志愿者在进行递增负荷呼吸测试时,使用 Shimmer3 可穿戴设备记录 EMGdi。同时,通过标准有线实验室采集系统记录第二份 EMGdi(EMGdi)、口腔吸气压力(Pmouth)和导联 I 心电图(ECG)。从两个 EMGdi 信号中提取了不同的心呼吸参数:心率、呼吸频率、呼吸肌活动和 EMGdi 信号的平均频率。除了这些参数,还从参考信号(Pmouth 和 ECG)中提取了类似的参数。从 EMGdi 提取的数据与参考信号数据之间存在高度相关性:心率(R = 0.947)、呼吸频率(R = 0.940)、呼吸肌活动(R = 0.877)和平均频率(R = 0.895)。此外,当 Pmouth 升高时,EMGdi 和 EMGdi 活动也观察到类似的增加,从而能够研究呼吸肌的激活。总之,Shimmer3 设备是一种有前途且具有成本效益的解决方案,可用于慢性呼吸系统疾病患者的呼吸肌功能的门诊监测。