Enhancing autism spectrum disorder classification in children through the integration of traditional statistics and classical machine learning techniques in EEG analysis

Enhancing autism spectrum disorder classification in children through the integration of traditional statistics and classical machine learning techniques in EEG analysis

Abstract Autism Spectrum Disorder (ASD) is a neurodevelopmental disorder hallmarked by challenges in social communication, limited interests, and repetitive, stereotyped movements and behaviors. Numerous research efforts have indicated that individuals with ASD exhibit distinct brain connectivity pa...

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Bibliographic Details
Main Authors: Jacek Rogala, Jarosław Żygierewicz, Urszula Malinowska, Hanna Cygan, Elżbieta Stawicka, Adam Kobus, Bart Vanrumste
Format: Article
Language:English
Published: Nature Portfolio 2023-12-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-49048-7

Internet

https://doi.org/10.1038/s41598-023-49048-7

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