Automatic classification of autism spectrum disorder in children using cortical thickness and support vector machine.
Letizia SquarcinaGuido NosariRiccardo MarinUmberto CastellaniMarcella BellaniCarolina BoniventoFranco FabbroMassimo MolteniPaolo BrambillaPublished in: Brain and behavior (2021)
We found increased CT in various brain regions in ASD subjects, confirming their role in the pathogenesis of this condition. Considering the brain development curve during ages, these changes in CT may normalize during development. Further validation on a larger sample is required.
Keyphrases
- autism spectrum disorder
- deep learning
- computed tomography
- image quality
- machine learning
- white matter
- dual energy
- resting state
- attention deficit hyperactivity disorder
- contrast enhanced
- intellectual disability
- young adults
- magnetic resonance imaging
- positron emission tomography
- functional connectivity
- multiple sclerosis
- brain injury
- pet ct