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Decision support systems for lower limb rehabilitation using electrical stimulation—a review

2025Artigo científico Acesso aberto
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datacite.subject.fosEngenharia e Tecnologia::Engenharia Eletrotécnica, Eletrónica e Informática
datacite.subject.sdg03:Saúde de Qualidade
dc.contributor.authorFranco, Tiago
dc.contributor.authorHenriques, Pedro
dc.contributor.authorAlves, Paulo
dc.contributor.authorPereira, Maria João
dc.date.accessioned2026-03-31T13:25:17Z
dc.date.available2026-03-31T13:25:17Z
dc.date.issued2025
dc.descriptionAguarda indexação
dc.description.abstractThis paper presents a comprehensive review of Decision Support Systems (DSS) for lower limb rehabilitation using Electrical Stimulation (ES), employing a rigorous two-part methodology. The first part involves a bibliometric analysis of articles from 1980 to 2023, while the second part is a systematic review of studies from 2019 to 2023, addressing six key research questions. The review identifies the main characteristics of DSS, such as data usage, sensitive data protection, reasoning techniques, and validation processes. It highlights the development focus on joint control systems, increasing interest in biofeedback and AI applications, and significant interest in FES-Cycling. Despite advancements, “decision support” remains in the early stages with simple architectures and limited data handling. Conversely, studies show advanced ES control models validated with neurological patients. This article emphasizes the need for sophisticated DSS that integrate data protection, reasoning methods, and patient monitoring to enhance rehabilitation outcomes and identifies significant gaps for future research.por
dc.description.sponsorshipThis work was supported by National funds through FCT/MCTES (PIDDAC): CeDRI, UIDB/05757/2020 and UIDP/05757/2020; SusTEC, LA/P/0007/2020; Centro ALGORITMI, UIDB/00319/2020, and PhD Grant number 2020.05704.BD.
dc.identifier.citationFranco, Tiago; Henriques, Pedro; Alves, Paulo; Pereira, Maria João (2025). Decision support systems for lower limb rehabilitation using electrical stimulation—a review. Biomedical Engineering Advances. ISSN 2667-0992. p. DOI: 10.1016/j.bea.2025.100162.
dc.identifier.doi10.1016/j.bea.2025.100162
dc.identifier.issn2667-0992
dc.identifier.urihttp://hdl.handle.net/10198/36422
dc.language.isoeng
dc.peerreviewedyes
dc.publisherElsevier
dc.relationResearch Centre in Digitalization and Intelligent Robotics
dc.relationAssociate Laboratory for Sustainability and Tecnology in Mountain Regions
dc.relation.hasversionhttps://doi.org/10.1016/j.bea.2025.100162
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/
dc.subjectDecision support system
dc.subjectLower limb
dc.subjectRehabilitation
dc.subjectElectrical stimulation
dc.subjectReview
dc.titleDecision support systems for lower limb rehabilitation using electrical stimulation—a reviewpor
dc.typejournal article
dspace.entity.typePublication
oaire.awardNumberUIDB/05757/2020
oaire.awardNumberLA/P/0007/2020
oaire.awardTitleResearch Centre in Digitalization and Intelligent Robotics
oaire.awardTitleAssociate Laboratory for Sustainability and Tecnology in Mountain Regions
oaire.awardURIinfo:eu-repo/grantAgreement/FCT/6817 - DCRRNI ID/UIDB%2F05757%2F2020/PT
oaire.awardURIinfo:eu-repo/grantAgreement/FCT/6817 - DCRRNI ID/LA%2FP%2F0007%2F2020/PT
oaire.citation.endPage11
oaire.citation.startPage1
oaire.citation.titleBiomedical Engineering Advances
oaire.citation.volume9
oaire.fundingStream6817 - DCRRNI ID
oaire.fundingStream6817 - DCRRNI ID
oaire.versionhttp://purl.org/coar/version/c_970fb48d4fbd8a85
person.familyNameFranco
person.familyNameHenriques
person.familyNameAlves
person.familyNamePereira
person.givenNameTiago
person.givenNamePedro
person.givenNamePaulo
person.givenNameMaria João
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person.identifier.ciencia-id7F19-C649-5DD9
person.identifier.ciencia-idCF10-23BA-991A
person.identifier.ciencia-idC319-FC42-5B6B
person.identifier.ciencia-idC912-4A49-A3B3
person.identifier.orcid0000-0001-8574-4380
person.identifier.orcid0000-0003-0319-4296
person.identifier.orcid0000-0002-0100-8691
person.identifier.orcid0000-0001-6323-0071
person.identifier.ridG-5999-2011
person.identifier.scopus-author-id57223608236
person.identifier.scopus-author-id55834442100
person.identifier.scopus-author-id13907870300
project.funder.identifierhttp://doi.org/10.13039/501100001871
project.funder.identifierhttp://doi.org/10.13039/501100001871
project.funder.nameFundação para a Ciência e a Tecnologia
project.funder.nameFundação para a Ciência e a Tecnologia
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