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M. Roberts

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Oct 2026

Toddler EEG power reflects behavioral social engagement state during naturalistic parent-child interaction.

Social engagement is a critical process for children's language and social development and is altered in neurodevelopmental conditions such as autism. Although previous EEG studies have investigated correlates of children's social development in closely controlled experimental studies, few studies have examined how the...

Brittany L. Manning, Megan Y. Roberts, Lauren S. Wakschlag et al. · 0 citations
Open access Aug 2026

Developing an integrated algorithm to support autism diagnostic decisions: Model performance and statistical fairness

Machine learning can support diagnosticians in this effort, as demonstrated here utilizing multiple rating scales, the TASI, and the TAP, but there is a risk for bias when using machine learning and as such, no algorithm should replace expert clinical judgment.

Aaron J. Kaat, Ashlynn Campagna, Hannah Feiner et al. · 0 citations

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