2011
DOI: 10.1016/j.clinph.2011.05.004
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Atypical EEG complexity in autism spectrum conditions: A multiscale entropy analysis

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Cited by 225 publications
(176 citation statements)
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“…MSE estimates showed scale-dependent age differences (Figure 1). Development was accompanied by a general increase of entropy values at lower scales (8)(9)(10)(11)(12)(13)(14)(15)(16)(17)(18)(19)(20) ms; ANOVA at t = 8 ms, F 4,181 = 7.5, p < 0.001, Bonferroni corrected for comparisons at multiple time scales) and a general decrease at higher scales (68-72 ms; at t = 80 ms, F 4,181 = 5.64, p < 0.001). Pairwise comparisons (t-test, α = 5% Bonferroni corrected) revealed that, at lower scales (t = 8 ms), the two youngest age bins differed from each other and from all other age bins; at higher scales (t = 80 ms), all pairwise comparisons were significant aside those contrasting the two age bins within the youngest and oldest pairs.…”
Section: Resultsmentioning
confidence: 99%
“…MSE estimates showed scale-dependent age differences (Figure 1). Development was accompanied by a general increase of entropy values at lower scales (8)(9)(10)(11)(12)(13)(14)(15)(16)(17)(18)(19)(20) ms; ANOVA at t = 8 ms, F 4,181 = 7.5, p < 0.001, Bonferroni corrected for comparisons at multiple time scales) and a general decrease at higher scales (68-72 ms; at t = 80 ms, F 4,181 = 5.64, p < 0.001). Pairwise comparisons (t-test, α = 5% Bonferroni corrected) revealed that, at lower scales (t = 8 ms), the two youngest age bins differed from each other and from all other age bins; at higher scales (t = 80 ms), all pairwise comparisons were significant aside those contrasting the two age bins within the youngest and oldest pairs.…”
Section: Resultsmentioning
confidence: 99%
“…The alteration in the development of normal brain connectivity may lead to a variety of developmental/neuropsychiatric disorders, such as ASD and attention deficient/hyperactivity disorders (ADHD) [40]. Studies comparing MSE between normally-developing children and children with neuropsychiatric disorders have revealed information with potential diagnostic, therapeutic, or prognostic value [9][10][11]18,19].…”
Section: Developmental and Neuropsychiatric Disordersmentioning
confidence: 99%
“…Catarino et al found significantly decreased multiscale entropy in ASDdiagnosed participants compared to controls [33]. Bosl et al, found the same trend in multiscale entropy in infants who were not old enough to exhibit the defining characteristics of ASD.…”
Section: Introductionmentioning
confidence: 62%
“…Summing derived values over many scales, such as with the complexity index, includes some information from every scale. In biological systems, a lower level of chaotic dynamics is often associated with pathological conditions [58][59][60][61][62].…”
Section: Scalp Location Of Most Significant Featuresmentioning
confidence: 99%