Steenbergen Nicolas, Busha Ivan, Morgan Alexis, Mattathil Collin, Levy Pinto Arieh, Spyridakos Fotios, Sokolovskiy Ivan, Tahirbegi Bogachan, Chapman Christopher, Cuttaz Estelle, Litvinova Karina, Goding Josef, Green Rylie
Department of Bioengineering, Imperial College London, London SW7 2BP, United Kingdom.
APL Bioeng. 2023 Sep 11;7(3):036115. doi: 10.1063/5.0148101. eCollection 2023 Sep.
Conventional wet Ag/AgCl electrodes are widely used in electrocardiography, electromyography (EMG), and electroencephalography (EEG) and are considered the gold standard for biopotential measurements. However, these electrodes require substantial skin preparation, are single use, and cannot be used for continuous monitoring (>24 h). For these reasons, dry electrodes are preferable during surface electromyography (sEMG) due to their convenience, durability, and longevity. Dry conductive elastomers (CEs) combine conductivity, flexibility, and stretchability. In this study, CEs combining poly(3,4-ehtylenedioxythiophene):polystyrenesulfonate (PEDOT:PSS) in polyurethane are explored as dry, skin contacting EMG electrodes. This study compares these CE electrodes to commercial wet Ag/AgCl electrodes in five subjects, classifying four movements: open hand, fist, wrist extension, and wrist flexion. Classification accuracy is tested using a backpropagation artificial neural network. The control Ag/AgCl electrodes have a 98.7% classification accuracy, while the dry conductive elastomer electrodes have a classification accuracy of 99.5%. As a conclusion, PEDOT based dry CEs were shown to successfully function as on-skin electrodes for EMG recording, matching the performance of Ag/AgCl electrodes, while addressing the need for minimal skin prep, no gel, and wearable technology.
传统的湿式银/氯化银电极广泛应用于心电图、肌电图(EMG)和脑电图(EEG),被认为是生物电位测量的金标准。然而,这些电极需要大量的皮肤准备工作,是一次性使用的,并且不能用于连续监测(>24小时)。由于其便利性、耐用性和长期性,在表面肌电图(sEMG)过程中,干式电极更受青睐。干式导电弹性体(CEs)兼具导电性、柔韧性和可拉伸性。在本研究中,探索了在聚氨酯中结合聚(3,4-乙撑二氧噻吩):聚苯乙烯磺酸盐(PEDOT:PSS)的CEs作为干式、与皮肤接触的肌电图电极。本研究在五名受试者中将这些CE电极与商用湿式银/氯化银电极进行比较,对四种运动进行分类:张开手、握拳、手腕伸展和手腕弯曲。使用反向传播人工神经网络测试分类准确率。对照银/氯化银电极的分类准确率为98.7%,而干式导电弹性体电极的分类准确率为99.5%。结论是,基于PEDOT的干式CEs被证明能够成功地作为用于肌电图记录的皮肤电极发挥作用,与银/氯化银电极的性能相当,同时满足了对最小皮肤准备、无凝胶和可穿戴技术的需求。