Armband Sensors Location Assessment for Left Arm-ECG Bipolar Leads Waveform Components Discovery Tendencies around the MUAC Line

被引:4
作者
Escalona, Omar [1 ]
Mukhtar, Sephorah [1 ]
McEneaney, David [2 ]
Finlay, Dewar [1 ]
机构
[1] Ulster Univ, Sch Engn, Newtownabbey BT37 0QB, North Ireland
[2] Craigavon Area Hosp, Portadown BT63 5QQ, North Ireland
基金
欧盟地平线“2020”;
关键词
bipolar cardiac electrograms; arm-ECG monitoring; wearable sensor systems; signal averaged ECG; QRS detection performance; bipolar arm-ECG P-wave vectors; MUAC; BMI;
D O I
10.3390/s22197240
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
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 degrees steps) orientation. The analysis revealed that the angular range from -30 degrees to +30 degrees of arm-lead sensors pair axis orientation around the arm, including the 0 degrees 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-2) of 0.95 with HRV gold standard values measured in the standard Lead-I ECG.
引用
收藏
页数:22
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