Article

Diagnosis of autism spectrum disorder based on functional brain networks and machine learning

2022-10-06

Abstract excerpt

<title>Abstract</title> <p>Autism spectrum disorder is a multifactorial neurodevelopmental disorder with high genetic heterogeneity. Studies of brain networks in autism can provide new insights into the dynamics of information processing in individuals who suffer from such a condition. This paper proposes a method for automatic diagnosis of autism based on fMRI time series and machine learning algorithms. We veri...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 7fc293b7-5b71-5639-afaa-bd24c41ff3d2
DOI: 10.21203/rs.3.rs-2133320/v1

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Diagnosis of autism spectrum disorder based on functional brain networks and machine learningDOI 10.21203/rs.3.rs-2133320/v1Read

Discovery of Neurocognitive Phenotypes of Autism By Analyzing Functional Connectivity in the Default Mode Network and Dorsolateral Prefrontal CortexSemantic proximity Read

Discovery of Neurocognitive Phenotypes of Autism By Analyzing Functional Connectivity in the Default Mode Network and Dorsolateral Prefrontal CortexSemantic proximity Read

The functional brain organization of an individual predicts measures of social abilities in autism spectrum disorder: Predicting symptoms in autism with brain imagingSemantic proximity Read

Advancing ASD diagnostic classification using time-frequency spectrograms of fMRI BOLD signals and machine learningSemantic proximity Read

Normative models of individualized functional brain networks reveal language network expansion in autismSemantic proximity Read

A brain structural connectivity biomarker for autism spectrum disorder diagnosis in early childhoodSemantic proximity Read

More similarities than differences between ADHD and ASD in functional brain connectivitySemantic proximity Read

Delineation of Functional Changes and Associated Cortical Transcriptomic Profiles for Autism Spectrum DisordersSemantic proximity Read

A brain structural connectivity biomarker for diagnosis of autism spectrum disorder in early childhoodSemantic proximity Read

Transdiagnostic similarities and distinctions in brain networks associated with ASD symptoms: A prospective cohort studySemantic proximity Read

Atypical brain network development of infants at elevated likelihood for autism spectrum disorder during the first year of life.Semantic proximity Read

Alterations in Connectome Dynamics in Autism Spectrum Disorder: A Harmonized Mega- and Meta-Analysis Study Using the ABIDE DatasetSemantic proximity Read