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 ResearchMeSH KeywordsAdultAutism Spectrum DisorderAutistic DisorderHumansMotivationNonverbal CommunicationSupport Vector MachineConceptsAutism 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
2022
Neural correlates of eye contact and social function in autism spectrum disorder
Hirsch J, Zhang X, Noah J, Dravida S, Naples A, Tiede M, Wolf J, McPartland J. Neural correlates of eye contact and social function in autism spectrum disorder. PLOS ONE 2022, 17: e0265798. PMID: 36350848, PMCID: PMC9645655, DOI: 10.1371/journal.pone.0265798.Peer-Reviewed Original ResearchConceptsAutism spectrum disorderDorsal parietal regionsNeural correlatesEye contactLive eyesNeural responsesSpectrum disorderAutism Diagnostic Observation ScheduleUnderlying neural correlatesSocial Responsiveness ScaleGold standard measureCentral diagnostic criterionDiagnostic criteriaDiagnostic biomarkersSRS-2ADOS-2Responsiveness ScaleObservation ScheduleParietal regionsPupillometry dataNeural systemsEyesNatural interactionDisordersCorrelates
2014
Brief Report: Anomalous Neural Deactivations and Functional Connectivity During Receptive Language in Autism Spectrum Disorder: A Functional MRI Study
Karten A, Hirsch J. Brief Report: Anomalous Neural Deactivations and Functional Connectivity During Receptive Language in Autism Spectrum Disorder: A Functional MRI Study. Journal Of Autism And Developmental Disorders 2014, 45: 1905-1914. PMID: 25526952, PMCID: PMC4441908, DOI: 10.1007/s10803-014-2344-y.Peer-Reviewed Original ResearchMeSH KeywordsAdolescentAutism Spectrum DisorderBrainBrain MappingChildFemaleHumansLanguageMagnetic Resonance ImagingMaleNeural PathwaysSpeech PerceptionYoung AdultConceptsAutism spectrum disorderNegative BOLD responseASD participantsReceptive languageLanguage disabilitySpectrum disorderNeural deactivationInhibitory processesFunctional connectivityFunctional magnetic resonance imagingBlood oxygen level-dependent (BOLD) responseSuperior temporal gyrusFunctional MRI studyLevel-dependent responsesNeural mechanismsPassive listeningTemporal gyrusBOLD responseControl participantsParticipantsLanguageMagnetic resonance imagingExcitatory processesMRI studiesConnectivity