Empa, Laboratory for Biomimetic Membranes and Textiles, Lerchenfeldstrasse 5, 9014 St. Gallen, Switzerland.
High-Performance Scientific GmbH, Wilenstrasse 24, 8832 Wilen bei Wollerau, Switzerland.
Sensors (Basel). 2019 Jul 31;19(15):3367. doi: 10.3390/s19153367.
Sleep monitoring in an unattended home setting provides important information complementing and extending the clinical polysomnography findings. The validity of a wearable textile electrocardiography (ECG)-belt has been proven in a clinical setting. For evaluation in a home setting, ECG signals and features were acquired from 12 patients (10 males and 2 females, showing an interquartile range for age of 48-59 years and for body mass indexes (BMIs) of 28.0-35.5) over 28 nights. The signal quality was assessed by artefacts detection, signal-to-noise ratio, and Poincaré plots. To assess the validity, the data were compared to previously reported data from the clinical setting. It was found that the artefact percentage was slightly reduced for the ECG-belt from 9.7% ± 14.7% in the clinical setting, to 7.5% ± 10.8% in the home setting. The signal-to-noise ratio was improved in the home setting and reached similar values to the gel electrodes in the clinical setting. Finally, it was found that for artefact percentages above 3%, Poincaré plots are instrumental to evaluate the origin of artefacts. In conclusion, the application of the ECG-belt in a home setting did not result in a reduction in signal quality compared to the ECG-belt used in the clinical setting, and thus provides new opportunities for patient pre-screening or follow-up.
在无人值守的家庭环境中进行睡眠监测,可以提供重要的信息,补充和扩展临床多导睡眠图的发现。可穿戴式织物心电图(ECG)带的有效性已在临床环境中得到验证。为了在家庭环境中进行评估,从 12 名患者(10 名男性和 2 名女性,年龄中位数为 48-59 岁,体质量指数(BMI)中位数为 28.0-35.5)中采集了 28 晚的 ECG 信号和特征。通过检测伪迹、信噪比和 Poincaré 图来评估信号质量。为了评估有效性,将数据与之前从临床环境中报告的数据进行了比较。结果发现,与临床环境中的 9.7%±14.7%相比,ECG 带的伪迹百分比在家中环境中略有降低,为 7.5%±10.8%。在家中环境中,信噪比得到了改善,达到了与临床环境中凝胶电极相似的值。最后,发现对于伪迹百分比高于 3%的情况,Poincaré 图对于评估伪迹的来源非常有用。总之,与在临床环境中使用的 ECG 带相比,ECG 带在家中环境中的应用并未导致信号质量下降,因此为患者的预筛选或随访提供了新的机会。