干聚合物电极表面肌电图。

IF 6.6 3区 医学 Q1 ENGINEERING, BIOMEDICAL APL Bioengineering Pub Date : 2023-09-01 DOI:10.1063/5.0148101
Nicolas Steenbergen, Ivan Busha, Alexis Morgan, Collin Mattathil, Arieh Levy Pinto, Fotios Spyridakos, Ivan Sokolovskiy, Bogachan Tahirbegi, Christopher Chapman, Estelle Cuttaz, Karina Litvinova, Josef Goding, Rylie Green
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引用次数: 0

摘要

传统的湿式Ag/AgCl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,是一次性使用的,不能用于连续监测(>24小时)。由于这些原因,干电极在表面肌电图(sEMG)中更可取,因为它们方便,耐用和长寿。干式导电弹性体(CEs)结合了导电性、柔韧性和拉伸性。本研究将聚(3,4-乙炔二氧噻吩):聚苯乙烯磺酸盐(PEDOT:PSS)结合在聚氨酯中的ce作为干燥的皮肤接触肌电电极进行了研究。本研究将这些CE电极与商用湿式Ag/AgCl电极在五个受试者身上进行了比较,并对四种动作进行了分类:张开手、握拳、手腕伸展和手腕弯曲。采用反向传播人工神经网络对分类精度进行了测试。对照Ag/AgCl电极的分类精度为98.7%,而干燥导电弹性体电极的分类精度为99.5%。综上所述,基于PEDOT的干燥ce被证明可以成功地作为肌电记录的皮肤电极,与Ag/AgCl电极的性能相匹配,同时解决了对皮肤准备最少、无凝胶和可穿戴技术的需求。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

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Surface electromyography using dry polymeric electrodes.

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.

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来源期刊
APL Bioengineering
APL Bioengineering ENGINEERING, BIOMEDICAL-
CiteScore
9.30
自引率
6.70%
发文量
39
审稿时长
19 weeks
期刊介绍: APL Bioengineering is devoted to research at the intersection of biology, physics, and engineering. The journal publishes high-impact manuscripts specific to the understanding and advancement of physics and engineering of biological systems. APL Bioengineering is the new home for the bioengineering and biomedical research communities. APL Bioengineering publishes original research articles, reviews, and perspectives. Topical coverage includes: -Biofabrication and Bioprinting -Biomedical Materials, Sensors, and Imaging -Engineered Living Systems -Cell and Tissue Engineering -Regenerative Medicine -Molecular, Cell, and Tissue Biomechanics -Systems Biology and Computational Biology
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