The neurorehabilitation training toolkit (NTT): a novel worldwide accessible motor training approach for at-home rehabilitation after stroke
Autor(a) principal: | |
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Data de Publicação: | 2012 |
Outros Autores: | |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
Texto Completo: | http://hdl.handle.net/10400.13/2607 |
Resumo: | After stroke, enduring rehabilitation is required for maximum recovery, and ideally throughout life to prevent functional deterioration. Hence we developed a new concept for at-home low-cost motor rehabilitation, the NTT, an Internet-based interactive system for upper-limb rehabilitation. In this paper we present the NTT design concepts, its implementation and a proof of concept study with 10 healthy participants. The NTT brings together concepts of optimal learning, engagement, and storytelling to deliver a personalized training to its users. In this study we evaluate the feasibility of NTT as a tool capable of automatically assessing and adapting to its user. This is achieved by means of a psychometric study where we show that the NTT is able to assess movement kinematics-movement smoothness, range of motion, arm displacement and arm coordination-in healthy users. Subsequently, a modeling approach is presented to understand how the measured movement kinematics relate to training parameters, and how these can be modified to adapt the training to meet the needs of patients. Finally, an adaptive algorithm for the personalization of training considering motivational and performance aspects is proposed. In the next phase we will deploy and evaluate the NTT with stroke patients at their homes. |
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The neurorehabilitation training toolkit (NTT): a novel worldwide accessible motor training approach for at-home rehabilitation after strokeNeurorehabilitation Training ToolkitMotor training approachAt-home rehabilitationStroke.Faculdade de Ciências Exatas e da EngenhariaAfter stroke, enduring rehabilitation is required for maximum recovery, and ideally throughout life to prevent functional deterioration. Hence we developed a new concept for at-home low-cost motor rehabilitation, the NTT, an Internet-based interactive system for upper-limb rehabilitation. In this paper we present the NTT design concepts, its implementation and a proof of concept study with 10 healthy participants. The NTT brings together concepts of optimal learning, engagement, and storytelling to deliver a personalized training to its users. In this study we evaluate the feasibility of NTT as a tool capable of automatically assessing and adapting to its user. This is achieved by means of a psychometric study where we show that the NTT is able to assess movement kinematics-movement smoothness, range of motion, arm displacement and arm coordination-in healthy users. Subsequently, a modeling approach is presented to understand how the measured movement kinematics relate to training parameters, and how these can be modified to adapt the training to meet the needs of patients. Finally, an adaptive algorithm for the personalization of training considering motivational and performance aspects is proposed. In the next phase we will deploy and evaluate the NTT with stroke patients at their homes.Hindawi Publishing CorporationDigitUMaBermúdez i Badia, SergiCameirão, M. S.2019-12-02T14:52:45Z2012-01-01T00:00:00Z2012-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10400.13/2607engBermúdez i Badia, S., & Cameirão, M. S. (2012). The neurorehabilitation training toolkit (NTT): a novel worldwide accessible motor training approach for at-home rehabilitation after stroke. Stroke research and treatment, 2012.10.1155/2012/802157info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2022-09-05T12:55:25Zoai:digituma.uma.pt:10400.13/2607Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T15:05:23.479170Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse |
dc.title.none.fl_str_mv |
The neurorehabilitation training toolkit (NTT): a novel worldwide accessible motor training approach for at-home rehabilitation after stroke |
title |
The neurorehabilitation training toolkit (NTT): a novel worldwide accessible motor training approach for at-home rehabilitation after stroke |
spellingShingle |
The neurorehabilitation training toolkit (NTT): a novel worldwide accessible motor training approach for at-home rehabilitation after stroke Bermúdez i Badia, Sergi Neurorehabilitation Training Toolkit Motor training approach At-home rehabilitation Stroke . Faculdade de Ciências Exatas e da Engenharia |
title_short |
The neurorehabilitation training toolkit (NTT): a novel worldwide accessible motor training approach for at-home rehabilitation after stroke |
title_full |
The neurorehabilitation training toolkit (NTT): a novel worldwide accessible motor training approach for at-home rehabilitation after stroke |
title_fullStr |
The neurorehabilitation training toolkit (NTT): a novel worldwide accessible motor training approach for at-home rehabilitation after stroke |
title_full_unstemmed |
The neurorehabilitation training toolkit (NTT): a novel worldwide accessible motor training approach for at-home rehabilitation after stroke |
title_sort |
The neurorehabilitation training toolkit (NTT): a novel worldwide accessible motor training approach for at-home rehabilitation after stroke |
author |
Bermúdez i Badia, Sergi |
author_facet |
Bermúdez i Badia, Sergi Cameirão, M. S. |
author_role |
author |
author2 |
Cameirão, M. S. |
author2_role |
author |
dc.contributor.none.fl_str_mv |
DigitUMa |
dc.contributor.author.fl_str_mv |
Bermúdez i Badia, Sergi Cameirão, M. S. |
dc.subject.por.fl_str_mv |
Neurorehabilitation Training Toolkit Motor training approach At-home rehabilitation Stroke . Faculdade de Ciências Exatas e da Engenharia |
topic |
Neurorehabilitation Training Toolkit Motor training approach At-home rehabilitation Stroke . Faculdade de Ciências Exatas e da Engenharia |
description |
After stroke, enduring rehabilitation is required for maximum recovery, and ideally throughout life to prevent functional deterioration. Hence we developed a new concept for at-home low-cost motor rehabilitation, the NTT, an Internet-based interactive system for upper-limb rehabilitation. In this paper we present the NTT design concepts, its implementation and a proof of concept study with 10 healthy participants. The NTT brings together concepts of optimal learning, engagement, and storytelling to deliver a personalized training to its users. In this study we evaluate the feasibility of NTT as a tool capable of automatically assessing and adapting to its user. This is achieved by means of a psychometric study where we show that the NTT is able to assess movement kinematics-movement smoothness, range of motion, arm displacement and arm coordination-in healthy users. Subsequently, a modeling approach is presented to understand how the measured movement kinematics relate to training parameters, and how these can be modified to adapt the training to meet the needs of patients. Finally, an adaptive algorithm for the personalization of training considering motivational and performance aspects is proposed. In the next phase we will deploy and evaluate the NTT with stroke patients at their homes. |
publishDate |
2012 |
dc.date.none.fl_str_mv |
2012-01-01T00:00:00Z 2012-01-01T00:00:00Z 2019-12-02T14:52:45Z |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
http://hdl.handle.net/10400.13/2607 |
url |
http://hdl.handle.net/10400.13/2607 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
Bermúdez i Badia, S., & Cameirão, M. S. (2012). The neurorehabilitation training toolkit (NTT): a novel worldwide accessible motor training approach for at-home rehabilitation after stroke. Stroke research and treatment, 2012. 10.1155/2012/802157 |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
application/pdf |
dc.publisher.none.fl_str_mv |
Hindawi Publishing Corporation |
publisher.none.fl_str_mv |
Hindawi Publishing Corporation |
dc.source.none.fl_str_mv |
reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação instacron:RCAAP |
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Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
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RCAAP |
institution |
RCAAP |
reponame_str |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
collection |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
repository.name.fl_str_mv |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
repository.mail.fl_str_mv |
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1799129925188321280 |