Unsupervised Dimensionality Reduction Techniques for the Assessment of ASD Biomarkers
Jacokes Z, Adoremos I, Hussain A, Newman B, Pelphrey K, Van Horn J. Unsupervised Dimensionality Reduction Techniques for the Assessment of ASD Biomarkers. 2024, 614-630. DOI: 10.1142/9789819807024_0044.Peer-Reviewed Original ResearchAutism spectrum disorderNeural basisDevelopmental disabilitiesCognitive traitsDiagnostic disparitiesSpectrum disorderNeuroimaging techniquesASD biomarkersSex differencesSocial functioningASD researchEffects of gene expressionNeuronal microstructureTailored interventionsBiological influencesGenetic interactionsGene expressionPhenotypic heterogeneityAutismCognitionPrincipal component analysis