Machine learning of functional network and molecular mechanisms in autism spectrum disorder subtypes
Amanda Buch, Petra Vertes, Jakob Seidlitz, So Hyun Kim, Logan Grosenick, Conor Liston · COSYNE 2023
Autism Spectrum Disorder (ASD) describes a diverse group of neurodevelopmental disorders encompassing a wide range of clinical impairments. The two core symptoms that define ASD are social communication impairments and restricted and repetitive behaviors, and there is a wide range of cognitive and language abilities. How distinct neurobiological substrates give rise to differing clinical symptoms in subsets of ASD patients is unknown. Using a large, publicly available neuroimaging dataset comprising resting state functional magnetic resonance imaging (rsfMRI) scans from N=299 subjects with ASD
Sun, Mar 12, 2023