Heart rate variability analysis by chaotic global techniques in children with attention deficit hyperactivity disorder

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dc.contributor.authorWajnsztejn, Rubens
dc.contributor.authorDe Carvalho, Tatiana Dias
dc.contributor.authorGarner, David M.
dc.contributor.authorVanderlei, Luiz Carlos Marques [UNESP]
dc.contributor.authorGodoy, Moacir Fernandes
dc.contributor.authorRaimundo, Rodrigo Daminello
dc.contributor.authorFerreira, Celso
dc.contributor.authorValenti, Vitor E. [UNESP]
dc.contributor.authorDe Abreu, Luiz Carlos
dc.contributor.institutionFMABC
dc.contributor.institutionUniversidade Federal de São Paulo (UNIFESP)
dc.contributor.institutionGipsy Lane
dc.contributor.institutionUniversidade Estadual Paulista (Unesp)
dc.contributor.institutionFAMERP
dc.date.accessioned2018-12-11T17:04:18Z
dc.date.available2018-12-11T17:04:18Z
dc.date.issued2016-07-01
dc.description.abstractAttention deficit hyperactivity disorder (ADHD) is characterized by decreased attention span, impulsiveness, and hyperactivity. Autonomic nervous system imbalance was previously described in this population. We aim to compare the autonomic function of children with ADHD and controls by analyzing heart rate variability (HRV). Children with ADHD (22 boys, mean age 9.964 years) and 28 controls (15 boys, mean age 9.857 years) rested in supine position with spontaneous breathing for 20 min. Heart rate was recorded beat by beat. HRV analysis was performed by use of chaotic global techniques. ADHD promoted an increase in the chaotic forward parameter. The algorithm which applied all three chaotic global parameters was only the second optimum statistically measured by Kruskal–Wallis (P < 0.0001) and low standard deviations. It was also highly influential by principal component analysis with almost all variation covered by the first two components. The third algorithm which lacked the (high spectral Detrended Fluctuation Analysis) parameter performed best statistically. However, we chose the algorithm which applied all three chaotic globals due to previous studies mentioned in the text—forward and inverse problems. Comparison of the autonomic function by analyzing HRV with chaotic global techniques suggests an increase in chaotic activity in children with ADHD in relation to the control group. © 2015 Wiley Periodicals, Inc. Complexity 21: 412–419, 2016.en
dc.description.affiliationNúcleo Especializado em Aprendizagem Faculdade de Medicina do ABC FMABC
dc.description.affiliationDepartamento de Medicina Disciplina de Cardiologia Universidade Federal de São Paulo UNIFESP
dc.description.affiliationLaboratório de Escrita Científica da Faculdade de Medicina do ABC FMABC
dc.description.affiliationCardiorespiratory Research Group Department of Biological and Medical Sciences Faculty of Health and Life Sciences Oxford Brookes University Gipsy Lane
dc.description.affiliationDepartamento de Fisioterapia da Faculdade de Ciências e Tecnologia Universidade Estadual Paulista UNESP
dc.description.affiliationNúcleo Transdisciplinar de Estudos do Caos e da Complexidade. Faculdade de Medicina de São José de Rio Preto FAMERP
dc.description.affiliationDepartamento de Fonoaudiologia da Faculdade de Filosofia e Ciências Universidade Estadual Paulista UNESP
dc.description.affiliationUnespDepartamento de Fisioterapia da Faculdade de Ciências e Tecnologia Universidade Estadual Paulista UNESP
dc.description.affiliationUnespDepartamento de Fonoaudiologia da Faculdade de Filosofia e Ciências Universidade Estadual Paulista UNESP
dc.format.extent412-419
dc.identifierhttp://dx.doi.org/10.1002/cplx.21700
dc.identifier.citationComplexity, v. 21, n. 6, p. 412-419, 2016.
dc.identifier.doi10.1002/cplx.21700
dc.identifier.file2-s2.0-84978717757.pdf
dc.identifier.file2-s2.0-84978717757.pdf
dc.identifier.issn1099-0526
dc.identifier.issn1076-2787
dc.identifier.lattes5860525135106995
dc.identifier.scopus2-s2.0-84978717757
dc.identifier.urihttp://hdl.handle.net/11449/173244
dc.language.isoeng
dc.relation.ispartofComplexity
dc.relation.ispartofsjr0,531
dc.relation.ispartofsjr0,531
dc.rights.accessRightsAcesso aberto
dc.sourceScopus
dc.subjectattention deficit hyperactivity disorder
dc.subjectautonomic nervous system
dc.subjectchildren
dc.subjectheart rate variability
dc.subjectprincipal component analysis
dc.titleHeart rate variability analysis by chaotic global techniques in children with attention deficit hyperactivity disorderen
dc.typeArtigo
unesp.author.lattes5860525135106995

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Artigos - Fisioterapia - FCT
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