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 analysisDisentangling negative and positive symptoms in schizophrenia and autism spectrum disorder
Corbera S, Wexler B, Bell M, Pittman B, Pelphrey K, Pearlson G, Assaf M. Disentangling negative and positive symptoms in schizophrenia and autism spectrum disorder. Schizophrenia Research 2024, 271: 1-8. PMID: 39002525, PMCID: PMC11384336, DOI: 10.1016/j.schres.2024.07.002.Peer-Reviewed Original ResearchAutism spectrum disorderPositive and Negative Syndrome ScaleAutism Diagnostic Observation Schedule-GenericExperiential negative symptomsPositive symptomsNegative symptomsExploratory factor analysisSpectrum disorderNegative Syndrome ScaleTarget negative symptomsSyndrome ScaleDiscriminant function analysisSZ relativesAssociated with quality of lifeSchizophreniaSocial skillsSocial functioningDiagnostic classificationAutismFactor analysisAssociated with qualityPredictor of diagnosisSymptomsDisordersQuality of life