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...
- 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
- Palabra clave:
- Codo de tenista
Músculos
Dolor de la región lumbar
- Rights
- License
- http://creativecommons.org/licenses/by/4.0/
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Repositorio U. El Bosque |
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|
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 |
dc.type.coarversion.fl_str_mv |
http://purl.org/coar/version/c_970fb48d4fbd8a85 |
dc.type.coar.fl_str_mv |
http://purl.org/coar/resource_type/c_6501 |
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 |
dc.identifier.repourl.none.fl_str_mv |
repourl:https://repositorio.unbosque.edu.co |
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 |
dc.rights.coar.fl_str_mv |
http://purl.org/coar/access_right/c_abf2 |
dc.rights.uri.*.fl_str_mv |
http://creativecommons.org/licenses/by/4.0/ |
dc.rights.local.spa.fl_str_mv |
Acceso abierto |
dc.rights.accessrights.none.fl_str_mv |
http://purl.org/coar/access_right/c_abf400 |
dc.rights.creativecommons.none.fl_str_mv |
2019 |
rights_invalid_str_mv |
http://creativecommons.org/licenses/by/4.0/ Acceso abierto http://purl.org/coar/access_right/c_abf400 2019 http://purl.org/coar/access_right/c_abf2 |
dc.format.mimetype.none.fl_str_mv |
application/pdf |
dc.publisher.spa.fl_str_mv |
Frontiers Media |
dc.publisher.journal.spa.fl_str_mv |
Frontiers in Physiology |
institution |
Universidad El Bosque |
bitstream.url.fl_str_mv |
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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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 |