Cognitive constraints and lexicogrammatical variability in ASD: from diagnostic discriminators to intervention strategies

IntroductionThis study examines whether specific lexicogrammatical features can reliably differentiate individuals with autism spectrum disorder (ASD) from non-ASD individuals. Classification models using logistic regression and deep neural networks (DNN) demonstrated high performance—80% accuracy,...

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Bibliographic Details
Main Authors: Sumi Kato, Kazuaki Hanawa
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-08-01
Series:Frontiers in Human Neuroscience
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Online Access:https://www.frontiersin.org/articles/10.3389/fnhum.2025.1606701/full
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