School of Engineering, Ulster University, Newtownabbey BT37 0QB, UK.
Craigavon Area Hospital, Portadown BT63 5QQ, UK.
Sensors (Basel). 2022 Sep 24;22(19):7240. doi: 10.3390/s22197240.
Sudden cardiac death (SCD) risk can be reduced by early detection of short-lived and transient cardiac arrhythmias using long-term electrocardiographic (ECG) monitoring. Early detection of ventricular arrhythmias can reduce the risk of SCD by allowing appropriate interventions. Long-term continuous ECG monitoring, using a non-invasive armband-based wearable device is an appealing solution for detecting early heart rhythm abnormalities. However, there is a paucity of understanding on the number and best bipolar ECG electrode pairs axial orientation around the left mid-upper arm circumference (MUAC) for such devices. This study addresses the question on the best axial orientation of ECG bipolar electrode pairs around the left MUAC in non-invasive armband-based wearable devices, for the early detection of heart rhythm abnormalities. A total of 18 subjects with almost same BMI values in the WASTCArD arm-ECG database were selected to assess arm-ECG bipolar leads quality using proposed metrics of relative (normalized) signal strength measurement, arm-ECG detection performance of the main ECG waveform event component (QRS) and heart-rate variability (HRV) in six derived bipolar arm ECG-lead sensor pairs around the armband circumference, having regularly spaced axis angles (at 30° steps) orientation. The analysis revealed that the angular range from -30° to +30°of arm-lead sensors pair axis orientation around the arm, including the 0° axis (which is co-planar to chest plane), provided the best orientation on the arm for reasonably good QRS detection; presenting the highest sensitivity (Se) median value of 93.3%, precision PPV median value at 99.6%; HRV RMS correlation (p) of 0.97 and coefficient of determination (R) of 0.95 with HRV gold standard values measured in the standard Lead-I ECG.
心脏性猝死 (SCD) 风险可通过使用长期心电图 (ECG) 监测来早期检测短暂性和瞬态性心律失常来降低。早期检测室性心律失常可以通过适当的干预降低 SCD 的风险。使用非侵入性基于臂带的可穿戴设备进行长期连续 ECG 监测是检测早期心律异常的一种有吸引力的解决方案。然而,对于此类设备,围绕左上臂周长 (MUAC) 的最佳双极 ECG 电极对的数量和最佳轴向方向知之甚少。本研究旨在探讨非侵入性基于臂带的可穿戴设备中围绕左 MUAC 的 ECG 双极电极对的最佳轴向方向,用于早期检测心律异常。从 WASTCArD 臂-ECG 数据库中选择了总共 18 名具有几乎相同 BMI 值的受试者,使用相对(归一化)信号强度测量、主要 ECG 波形事件组件 (QRS) 的臂-ECG 检测性能和 HRV 的六个衍生双极臂 ECG 导联传感器对的相对(归一化)信号强度测量,臂带周长周围的衍生双极臂 ECG 导联传感器对(在 30°步长处)的空间轴角度(在 30°步长处)方向。分析表明,臂导联传感器对轴方向围绕手臂的角度范围从-30°到+30°,包括 0°轴(与胸部平面共面),为合理良好的 QRS 检测提供了最佳方向;呈现出最高的灵敏度 (Se) 中位数为 93.3%,阳性预测值 (PPV) 中位数为 99.6%;HRV RMS 相关性 (p) 为 0.97,与标准导联 I ECG 中测量的 HRV 金标准值的决定系数 (R) 为 0.95。