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通过次极量跑步机试验期间马匹的信号质量评估对心电图采集系统进行实时评估。

Real-time Evaluation of ECG Acquisition Systems through Signal Quality Assessment in Horses during Submaximal Treadmill Test.

作者信息

Nardelli Mimma, Lanata Antonio, Valenza Gaetano, Sgorbini Micaela, Baragli Paolo, Scilingo Enzo Pasquale

出版信息

Annu Int Conf IEEE Eng Med Biol Soc. 2018 Jul;2018:498-501. doi: 10.1109/EMBC.2018.8512373.

DOI:10.1109/EMBC.2018.8512373
PMID:30440443
Abstract

This paper reports on a novel real time index designed to assess the quality of electrocardiographic (ECG) traces recorded in a group of five horses during a submaximal treadmill test procedure. During the experimental protocol two ECG monitoring systems were simultaneously applied to the animals. The first system was equipped with textile electrodes while the second one with standard red-dot electrodes. The procedure comprised four phases with an increased treadmill velocity, specifically, Walk 1, Trot 1, Trot 2 and Gallop. Three signal quality levels have been fixed according to the amount of noise present in the ECG trace: good (G), acceptable (A), and unacceptable (U). Moreover, a statistical comparison between textile and red-dot electrodes has been performed in terms of percentage of signal belonging to each class. Even if preliminary, results showed that in each experimental phase textile electrodes are more robust to movement artifacts with respect to the reddot showing a significant evidence of their better performance. These results enable to design robust wearable monitoring systems suitable to improve the quality of collected ECG, reducing the great amount of motion artifacts due to red-dot electrode application and leading to a more accurate diagnosis of high speed arrhythmias.

摘要

本文报道了一种新型实时指标,旨在评估一组五匹马在次最大跑步机测试过程中记录的心电图(ECG)轨迹质量。在实验方案中,两个ECG监测系统同时应用于动物。第一个系统配备纺织电极,第二个系统配备标准红点电极。该过程包括四个阶段,跑步机速度逐渐增加,具体为步行1、小跑1、小跑2和疾驰。根据ECG轨迹中存在的噪声量确定了三个信号质量等级:良好(G)、可接受(A)和不可接受(U)。此外,还对纺织电极和红点电极在属于每个类别的信号百分比方面进行了统计比较。即使是初步结果也表明,在每个实验阶段,相对于红点电极,纺织电极对运动伪影更具鲁棒性,显示出其性能更好的显著证据。这些结果有助于设计出强大的可穿戴监测系统,适合于提高采集到的ECG质量,减少因应用红点电极而产生的大量运动伪影,并导致对高速心律失常的更准确诊断。

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