2024
Support vector machine prediction of individual Autism Diagnostic Observation Schedule (ADOS) scores based on neural responses during live eye-to-eye contact
Zhang X, Noah J, Singh R, McPartland J, Hirsch J. Support vector machine prediction of individual Autism Diagnostic Observation Schedule (ADOS) scores based on neural responses during live eye-to-eye contact. Scientific Reports 2024, 14: 3232. PMID: 38332184, PMCID: PMC10853508, DOI: 10.1038/s41598-024-53942-z.Peer-Reviewed Original ResearchConceptsAutism Diagnostic Observation ScheduleAutism spectrum disorderAutism Diagnostic Observation Schedule scoresEye-to-eye contactSocial difficultiesNeural processesNeural responsesObservation ScheduleSymptoms of autism spectrum disorderBehavioural symptoms of autism spectrum disorderNeural activity patternsLive interaction paradigmTD groupSupport vector machineNeural mechanismsSymptom severityADOS scoresBehavioral symptomsSpectrum disorderASD diagnosisNeural dataActivity patternsAutismClassification methodMultivariate classification methods
2017
Distributed Neural Activity Patterns during Human-to-Human Competition
Piva M, Zhang X, Noah JA, Chang SWC, Hirsch J. Distributed Neural Activity Patterns during Human-to-Human Competition. Frontiers In Human Neuroscience 2017, 11: 571. PMID: 29218005, PMCID: PMC5703701, DOI: 10.3389/fnhum.2017.00571.Peer-Reviewed Original ResearchTemporal-parietal junctionAngular gyrusFusiform gyrusSupramarginal gyrusSocial cognitionSubcentral areaFunctional connectivityBilateral dorsolateral prefrontal cortexHuman social cognitionSocial cognition paradigmPrevious fMRI findingsFace interactionHuman social behaviorDorsolateral prefrontal cortexNeural activity patternsConventional neuroimaging techniquesBrain functional connectivitySomatosensory cortexCognition paradigmNeural coherenceRelevant cuesFMRI findingsLeft DLPFCNeural mechanismsFrontopolar area