Identifying biomarkers for tDCS treatment response in Alzheimer's disease patients: a machine learning approach using resting-state EEG classification.
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| Title: | Identifying biomarkers for tDCS treatment response in Alzheimer's disease patients: a machine learning approach using resting-state EEG classification. |
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| Authors: | Andrade SM; Aging and Neuroscience Laboratory, Federal University of Paraíba, João Pessoa, Paraíba, Brazil., da Silva-Sauer L; Aging and Neuroscience Laboratory, Federal University of Paraíba, João Pessoa, Paraíba, Brazil., de Carvalho CD; Aging and Neuroscience Laboratory, Federal University of Paraíba, João Pessoa, Paraíba, Brazil., de Araújo ELM; Aging and Neuroscience Laboratory, Federal University of Paraíba, João Pessoa, Paraíba, Brazil., Lima EO; Aging and Neuroscience Laboratory, Federal University of Paraíba, João Pessoa, Paraíba, Brazil., Fernandes FML; Center for Alternative and Renewable Energies (CEAR), Department of Electrical Engineering, Federal University of Paraíba, João Pessoa, Paraíba, Brazil., Moreira KLAF; Laboratory of Ergonomics and Health, Department of Physiotherapy, Federal University of Paraíba, João Pessoa, Paraíba, Brazil., Camilo ME; Laboratory of Ergonomics and Health, Department of Physiotherapy, Federal University of Paraíba, João Pessoa, Paraíba, Brazil., Andrade LMMDS; Department of Information Technology, Federal University of Ceará, Crateús, Brazil., Borges DT; Department of Physiotherapy, Federal University of Rio Grande do Norte, Natal, Rio Grande do Norte, Brazil., da Silva Filho EM; Department of Physiotherapy, Federal University of Rio Grande do Norte, Natal, Rio Grande do Norte, Brazil., Lindquist AR; Department of Physiotherapy, Federal University of Rio Grande do Norte, Natal, Rio Grande do Norte, Brazil., Pegado R; Department of Physiotherapy, Federal University of Rio Grande do Norte, Natal, Rio Grande do Norte, Brazil., Morya E; Edmond and Lily Safra International Institute of Neurosciences (IIN-ELS), Macaíba, Rio Grande do Norte, Brazil., Yamauti SY; Edmond and Lily Safra International Institute of Neurosciences (IIN-ELS), Macaíba, Rio Grande do Norte, Brazil., Alves NT; Department of Psychology, Federal University of Paraíba, João Pessoa, Brazil., Fernández-Calvo B; Department of Psychology, Federal University of Paraíba, João Pessoa, Brazil.; Department of Psychology, Faculty of Educational Sciences and Psychology, University of Cordoba, Córdoba, Spain.; Maimonides Biomedical Research Institute of Cordoba (IMIBIC), Córdoba, Spain., de Souza Neto JMR; Center for Alternative and Renewable Energies (CEAR), Department of Electrical Engineering, Federal University of Paraíba, João Pessoa, Paraíba, Brazil. |
| Source: | Frontiers in human neuroscience [Front Hum Neurosci] 2023 Oct 04; Vol. 17, pp. 1234168. Date of Electronic Publication: 2023 Oct 04 (Print Publication: 2023). |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Frontiers Research Foundation Country of Publication: Switzerland NLM ID: 101477954 Publication Model: eCollection Cited Medium: Print ISSN: 1662-5161 (Print) Linking ISSN: 16625161 NLM ISO Abbreviation: Front Hum Neurosci Subsets: PubMed not MEDLINE |
| Database: | MEDLINE Ultimate |
| FullText | Links: – Type: pdflink Text: Availability: 0 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 37859768 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Identifying biomarkers for tDCS treatment response in Alzheimer's disease patients: a machine learning approach using resting-state EEG classification. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Andrade+SM%22">Andrade SM</searchLink>; Aging and Neuroscience Laboratory, Federal University of Paraíba, João Pessoa, Paraíba, Brazil.<br /><searchLink fieldCode="AU" term="%22da+Silva-Sauer+L%22">da Silva-Sauer L</searchLink>; Aging and Neuroscience Laboratory, Federal University of Paraíba, João Pessoa, Paraíba, Brazil.<br /><searchLink fieldCode="AU" term="%22de+Carvalho+CD%22">de Carvalho CD</searchLink>; Aging and Neuroscience Laboratory, Federal University of Paraíba, João Pessoa, Paraíba, Brazil.<br /><searchLink fieldCode="AU" term="%22de+Araújo+ELM%22">de Araújo ELM</searchLink>; Aging and Neuroscience Laboratory, Federal University of Paraíba, João Pessoa, Paraíba, Brazil.<br /><searchLink fieldCode="AU" term="%22Lima+EO%22">Lima EO</searchLink>; Aging and Neuroscience Laboratory, Federal University of Paraíba, João Pessoa, Paraíba, Brazil.<br /><searchLink fieldCode="AU" term="%22Fernandes+FML%22">Fernandes FML</searchLink>; Center for Alternative and Renewable Energies (CEAR), Department of Electrical Engineering, Federal University of Paraíba, João Pessoa, Paraíba, Brazil.<br /><searchLink fieldCode="AU" term="%22Moreira+KLAF%22">Moreira KLAF</searchLink>; Laboratory of Ergonomics and Health, Department of Physiotherapy, Federal University of Paraíba, João Pessoa, Paraíba, Brazil.<br /><searchLink fieldCode="AU" term="%22Camilo+ME%22">Camilo ME</searchLink>; Laboratory of Ergonomics and Health, Department of Physiotherapy, Federal University of Paraíba, João Pessoa, Paraíba, Brazil.<br /><searchLink fieldCode="AU" term="%22Andrade+LMMDS%22">Andrade LMMDS</searchLink>; Department of Information Technology, Federal University of Ceará, Crateús, Brazil.<br /><searchLink fieldCode="AU" term="%22Borges+DT%22">Borges DT</searchLink>; Department of Physiotherapy, Federal University of Rio Grande do Norte, Natal, Rio Grande do Norte, Brazil.<br /><searchLink fieldCode="AU" term="%22da+Silva+Filho+EM%22">da Silva Filho EM</searchLink>; Department of Physiotherapy, Federal University of Rio Grande do Norte, Natal, Rio Grande do Norte, Brazil.<br /><searchLink fieldCode="AU" term="%22Lindquist+AR%22">Lindquist AR</searchLink>; Department of Physiotherapy, Federal University of Rio Grande do Norte, Natal, Rio Grande do Norte, Brazil.<br /><searchLink fieldCode="AU" term="%22Pegado+R%22">Pegado R</searchLink>; Department of Physiotherapy, Federal University of Rio Grande do Norte, Natal, Rio Grande do Norte, Brazil.<br /><searchLink fieldCode="AU" term="%22Morya+E%22">Morya E</searchLink>; Edmond and Lily Safra International Institute of Neurosciences (IIN-ELS), Macaíba, Rio Grande do Norte, Brazil.<br /><searchLink fieldCode="AU" term="%22Yamauti+SY%22">Yamauti SY</searchLink>; Edmond and Lily Safra International Institute of Neurosciences (IIN-ELS), Macaíba, Rio Grande do Norte, Brazil.<br /><searchLink fieldCode="AU" term="%22Alves+NT%22">Alves NT</searchLink>; Department of Psychology, Federal University of Paraíba, João Pessoa, Brazil.<br /><searchLink fieldCode="AU" term="%22Fernández-Calvo+B%22">Fernández-Calvo B</searchLink>; Department of Psychology, Federal University of Paraíba, João Pessoa, Brazil.; Department of Psychology, Faculty of Educational Sciences and Psychology, University of Cordoba, Córdoba, Spain.; Maimonides Biomedical Research Institute of Cordoba (IMIBIC), Córdoba, Spain.<br /><searchLink fieldCode="AU" term="%22de+Souza+Neto+JMR%22">de Souza Neto JMR</searchLink>; Center for Alternative and Renewable Energies (CEAR), Department of Electrical Engineering, Federal University of Paraíba, João Pessoa, Paraíba, Brazil. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22101477954%22">Frontiers in human neuroscience</searchLink> [Front Hum Neurosci] 2023 Oct 04; Vol. 17, pp. 1234168. <i>Date of Electronic Publication: </i>2023 Oct 04 (<i>Print Publication: </i>2023). – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article – Name: TitleSource Label: Journal Info Group: Src Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Frontiers+Research+Foundation%22">Frontiers Research Foundation </searchLink><i>Country of Publication: </i>Switzerland <i>NLM ID: </i>101477954 <i>Publication Model: </i>eCollection <i>Cited Medium: </i>Print <i>ISSN: </i>1662-5161 (Print) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2216625161%22">16625161 </searchLink><i>NLM ISO Abbreviation: </i>Front Hum Neurosci <i>Subsets: </i>PubMed not MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=37859768 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.3389/fnhum.2023.1234168 Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: 1234168 Titles: – TitleFull: Identifying biomarkers for tDCS treatment response in Alzheimer's disease patients: a machine learning approach using resting-state EEG classification. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Andrade SM – PersonEntity: Name: NameFull: da Silva-Sauer L – PersonEntity: Name: NameFull: de Carvalho CD – PersonEntity: Name: NameFull: de Araújo ELM – PersonEntity: Name: NameFull: Lima EO – PersonEntity: Name: NameFull: Fernandes FML – PersonEntity: Name: NameFull: Moreira KLAF – PersonEntity: Name: NameFull: Camilo ME – PersonEntity: Name: NameFull: Andrade LMMDS – PersonEntity: Name: NameFull: Borges DT – PersonEntity: Name: NameFull: da Silva Filho EM – PersonEntity: Name: NameFull: Lindquist AR – PersonEntity: Name: NameFull: Pegado R – PersonEntity: Name: NameFull: Morya E – PersonEntity: Name: NameFull: Yamauti SY – PersonEntity: Name: NameFull: Alves NT – PersonEntity: Name: NameFull: Fernández-Calvo B – PersonEntity: Name: NameFull: de Souza Neto JMR IsPartOfRelationships: – BibEntity: Dates: – D: 04 M: 10 Text: 2023 Oct 04 Type: published Y: 2023 Identifiers: – Type: issn-print Value: 1662-5161 Numbering: – Type: volume Value: 17 Titles: – TitleFull: Frontiers in human neuroscience Type: main |
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