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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...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
AIP Publishing LLC
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10497318/ https://www.ncbi.nlm.nih.gov/pubmed/37705891 http://dx.doi.org/10.1063/5.0148101 |
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author | 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 |
author_facet | 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 |
author_sort | Steenbergen, Nicolas |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-10497318 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | AIP Publishing LLC |
record_format | MEDLINE/PubMed |
spelling | pubmed-104973182023-09-13 Surface electromyography using dry polymeric electrodes 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 APL Bioeng Articles 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. AIP Publishing LLC 2023-09-11 /pmc/articles/PMC10497318/ /pubmed/37705891 http://dx.doi.org/10.1063/5.0148101 Text en © 2023 Author(s). https://creativecommons.org/licenses/by/4.0/All article content, except where otherwise noted, is licensed under a Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) ). |
spellingShingle | Articles 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 Surface electromyography using dry polymeric electrodes |
title | Surface electromyography using dry polymeric electrodes |
title_full | Surface electromyography using dry polymeric electrodes |
title_fullStr | Surface electromyography using dry polymeric electrodes |
title_full_unstemmed | Surface electromyography using dry polymeric electrodes |
title_short | Surface electromyography using dry polymeric electrodes |
title_sort | surface electromyography using dry polymeric electrodes |
topic | Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10497318/ https://www.ncbi.nlm.nih.gov/pubmed/37705891 http://dx.doi.org/10.1063/5.0148101 |
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