Analysis of muscle load-sharing in patients with lateral epicondylitis during endurance isokinetic contractions using non-linear prediction

The aim of this paper is to analyze muscle load-sharing in patients with Lateral Epicondylitis during dynamic endurance contractions by means of non-linear prediction of surface EMG signals. The proposed non-linear cross-prediction scheme was used to predict the envelope of an EMG signal and is base...

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Autores:
Rojas-Martínez, Mónica
Joan Francesc, Alonso
Jordanic, Mislav
Mañanas, Miquel Angel
Chaler , Joaquim
Tipo de recurso:
Fecha de publicación:
2019
Institución:
Universidad El Bosque
Repositorio:
Repositorio U. El Bosque
Idioma:
eng
OAI Identifier:
oai:repositorio.unbosque.edu.co:20.500.12495/1795
Acceso en línea:
http://hdl.handle.net/20.500.12495/1795
https://doi.org/10.3389/fphys.2019.01185
Palabra clave:
Codo de tenista
Músculos
Dolor de la región lumbar
Rights
License
http://creativecommons.org/licenses/by/4.0/
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oai_identifier_str oai:repositorio.unbosque.edu.co:20.500.12495/1795
network_acronym_str UNBOSQUE2
network_name_str Repositorio U. El Bosque
repository_id_str
dc.title.spa.fl_str_mv Analysis of muscle load-sharing in patients with lateral epicondylitis during endurance isokinetic contractions using non-linear prediction
title Analysis of muscle load-sharing in patients with lateral epicondylitis during endurance isokinetic contractions using non-linear prediction
spellingShingle Analysis of muscle load-sharing in patients with lateral epicondylitis during endurance isokinetic contractions using non-linear prediction
Codo de tenista
Músculos
Dolor de la región lumbar
title_short Analysis of muscle load-sharing in patients with lateral epicondylitis during endurance isokinetic contractions using non-linear prediction
title_full Analysis of muscle load-sharing in patients with lateral epicondylitis during endurance isokinetic contractions using non-linear prediction
title_fullStr Analysis of muscle load-sharing in patients with lateral epicondylitis during endurance isokinetic contractions using non-linear prediction
title_full_unstemmed Analysis of muscle load-sharing in patients with lateral epicondylitis during endurance isokinetic contractions using non-linear prediction
title_sort Analysis of muscle load-sharing in patients with lateral epicondylitis during endurance isokinetic contractions using non-linear prediction
dc.creator.fl_str_mv Rojas-Martínez, Mónica
Joan Francesc, Alonso
Jordanic, Mislav
Mañanas, Miquel Angel
Chaler , Joaquim
dc.contributor.author.none.fl_str_mv Rojas-Martínez, Mónica
Joan Francesc, Alonso
Jordanic, Mislav
Mañanas, Miquel Angel
Chaler , Joaquim
dc.subject.decs.spa.fl_str_mv Codo de tenista
Músculos
Dolor de la región lumbar
topic Codo de tenista
Músculos
Dolor de la región lumbar
description The aim of this paper is to analyze muscle load-sharing in patients with Lateral Epicondylitis during dynamic endurance contractions by means of non-linear prediction of surface EMG signals. The proposed non-linear cross-prediction scheme was used to predict the envelope of an EMG signal and is based on locally linear models built in a lag-embedded Euclidean space. The results were compared with a co-activation index, a common measure based on the activation of a muscle pair. Non-linear prediction revealed changes in muscle coupling, that is load-sharing, over time both in a control group and Lateral Epicondylitis (p < 0.05), even when subjects did not report pain at the end of the exercise. These changes were more pronounced in patients, especially in the first part of the exercise and up to 50% of the total endurance time (p < 0.05). By contrast, the co-activation index showed no differences between groups. Results reflect the changing nature of muscular activation strategy, presumably because of the mechanisms triggered by fatigue. Strategies differ between controls and patients, pointing to an altered coordination in Lateral Epicondylitis.
publishDate 2019
dc.date.accessioned.none.fl_str_mv 2019-10-17T17:53:06Z
dc.date.available.none.fl_str_mv 2019-10-17T17:53:06Z
dc.date.issued.none.fl_str_mv 2019
dc.type.spa.fl_str_mv article
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dc.type.local.spa.fl_str_mv artículo
dc.identifier.issn.none.fl_str_mv 1664-042X
dc.identifier.uri.none.fl_str_mv http://hdl.handle.net/20.500.12495/1795
dc.identifier.doi.none.fl_str_mv https://doi.org/10.3389/fphys.2019.01185
dc.identifier.instname.spa.fl_str_mv instname:Universidad El Bosque
dc.identifier.reponame.spa.fl_str_mv reponame:Repositorio Institucional Universidad El Bosque
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identifier_str_mv 1664-042X
instname:Universidad El Bosque
reponame:Repositorio Institucional Universidad El Bosque
repourl:https://repositorio.unbosque.edu.co
url http://hdl.handle.net/20.500.12495/1795
https://doi.org/10.3389/fphys.2019.01185
dc.language.iso.none.fl_str_mv eng
language eng
dc.relation.ispartofseries.spa.fl_str_mv Frontiers in Physiology, 1664-042X, Vol. 10, Nro, 1185, 2019 p. 1-14
dc.relation.uri.none.fl_str_mv https://www.frontiersin.org/articles/10.3389/fphys.2019.01185/full
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dc.rights.local.spa.fl_str_mv Acceso abierto
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dc.rights.creativecommons.none.fl_str_mv 2019
rights_invalid_str_mv http://creativecommons.org/licenses/by/4.0/
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2019
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dc.publisher.spa.fl_str_mv Frontiers Media
dc.publisher.journal.spa.fl_str_mv Frontiers in Physiology
institution Universidad El Bosque
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spelling Rojas-Martínez, MónicaJoan Francesc, AlonsoJordanic, MislavMañanas, Miquel AngelChaler , Joaquim2019-10-17T17:53:06Z2019-10-17T17:53:06Z20191664-042Xhttp://hdl.handle.net/20.500.12495/1795https://doi.org/10.3389/fphys.2019.01185instname:Universidad El Bosquereponame:Repositorio Institucional Universidad El Bosquerepourl:https://repositorio.unbosque.edu.coapplication/pdfengFrontiers MediaFrontiers in PhysiologyFrontiers in Physiology, 1664-042X, Vol. 10, Nro, 1185, 2019 p. 1-14https://www.frontiersin.org/articles/10.3389/fphys.2019.01185/fullhttp://creativecommons.org/licenses/by/4.0/Acceso abiertohttp://purl.org/coar/access_right/c_abf4002019http://purl.org/coar/access_right/c_abf2Analysis of muscle load-sharing in patients with lateral epicondylitis during endurance isokinetic contractions using non-linear predictionarticleartículohttp://purl.org/coar/version/c_970fb48d4fbd8a85http://purl.org/coar/resource_type/c_6501Codo de tenistaMúsculosDolor de la región lumbarThe aim of this paper is to analyze muscle load-sharing in patients with Lateral Epicondylitis during dynamic endurance contractions by means of non-linear prediction of surface EMG signals. The proposed non-linear cross-prediction scheme was used to predict the envelope of an EMG signal and is based on locally linear models built in a lag-embedded Euclidean space. The results were compared with a co-activation index, a common measure based on the activation of a muscle pair. Non-linear prediction revealed changes in muscle coupling, that is load-sharing, over time both in a control group and Lateral Epicondylitis (p < 0.05), even when subjects did not report pain at the end of the exercise. These changes were more pronounced in patients, especially in the first part of the exercise and up to 50% of the total endurance time (p < 0.05). By contrast, the co-activation index showed no differences between groups. Results reflect the changing nature of muscular activation strategy, presumably because of the mechanisms triggered by fatigue. Strategies differ between controls and patients, pointing to an altered coordination in Lateral Epicondylitis.ORIGINALRojas-Martínez, M.aEmail Author, Alonso, J.F.b, Jordanić, M.b, Mañanas, M.Á.b, Chaler, J.c,d 2019.pdfRojas-Martínez, M.aEmail Author, Alonso, J.F.b, Jordanić, M.b, Mañanas, M.Á.b, Chaler, J.c,d 2019.pdfapplication/pdf8358346https://repositorio.unbosque.edu.co/bitstreams/ba0036ea-3395-4710-be1a-4bd26039a63b/downloadc14ae82976a2783d7560e9a7314d5252MD51CC-LICENSElicense_rdflicense_rdfapplication/rdf+xml; charset=utf-81025https://repositorio.unbosque.edu.co/bitstreams/640d28c1-d45e-4bae-acd9-597dc7aadf8d/download84a900c9dd4b2a10095a94649e1ce116MD52LICENSElicense.txtlicense.txttext/plain; charset=utf-81748https://repositorio.unbosque.edu.co/bitstreams/b6ade5e1-4889-45d8-b492-2ee7cd8b1d49/download8a4605be74aa9ea9d79846c1fba20a33MD53THUMBNAILRojas-Martínez, M.aEmail Author, Alonso, J.F.b, Jordanić, M.b, Mañanas, M.Á.b, Chaler, J.c,d 2019.pdf.jpgRojas-Martínez, M.aEmail Author, Alonso, J.F.b, Jordanić, M.b, Mañanas, M.Á.b, Chaler, J.c,d 2019.pdf.jpgIM Thumbnailimage/jpeg12469https://repositorio.unbosque.edu.co/bitstreams/3be0f5dd-3f98-4308-9914-73575077b062/download3133a2f69593618d37969371252630d8MD54TEXTRojas-Martínez, M.aEmail Author, Alonso, J.F.b, Jordanić, M.b, Mañanas, M.Á.b, Chaler, J.c,d 2019.pdf.txtRojas-Martínez, M.aEmail Author, Alonso, J.F.b, Jordanić, M.b, Mañanas, M.Á.b, Chaler, J.c,d 2019.pdf.txtExtracted texttext/plain73760https://repositorio.unbosque.edu.co/bitstreams/1d27a7d9-a135-45c9-964f-9920294aa5d5/download32f84c2a9da771aee85f9cdaf2eee59dMD5520.500.12495/1795oai:repositorio.unbosque.edu.co:20.500.12495/17952024-02-07 01:30:54.212http://creativecommons.org/licenses/by/4.0/open.accesshttps://repositorio.unbosque.edu.coRepositorio Institucional Universidad El Bosquebibliotecas@biteca.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