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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...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: AIP Publishing LLC 2023
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.
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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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