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Generalizability and reproducibility of functional connectivity in autism.

Jace B KingMolly B D PriggeCarolyn K KingJubel MorganFiona WeathersbyJ Chancellor FoxDouglas C DeanAbigail FreemanJoaquin Alfonso M VillaruzKaren L KaneErin D BiglerAndrew L AlexanderNicholas LangeBrandon ZielinskiJanet E LainhartJeffrey S Anderson
Published in: Molecular autism (2019)
Overall, functional connectivity features predictive of autism demonstrated limited generalizability across sites, with consistent results only for large samples. Different types of functional connectivity features do not consistently predict different symptoms of autism. Rather, specific features that predict autism symptoms are distributed across feature types.
Keyphrases
  • functional connectivity
  • resting state
  • autism spectrum disorder
  • intellectual disability
  • deep learning
  • physical activity