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
2018
Communication of emotion via drumming: dual-brain imaging with functional near-infrared spectroscopy
Rojiani R, Zhang X, Noah A, Hirsch J. Communication of emotion via drumming: dual-brain imaging with functional near-infrared spectroscopy. Social Cognitive And Affective Neuroscience 2018, 13: 1047-1057. PMID: 30215809, PMCID: PMC6204489, DOI: 10.1093/scan/nsy076.Peer-Reviewed Original ResearchMeSH KeywordsAdultArousalBrainEmotionsFemaleHumansMaleNonverbal CommunicationSpectroscopy, Near-InfraredYoung AdultConceptsInternational Affective Picture SystemCommunication of emotionsTemporoparietal junction (TPJ) activationExpression of emotionsSocial neuroscienceNeuroimaging paradigmEmotional contentRight TPJHigh arousalPicture SystemValence measuresNeural responsesNonverbal communicationEmotionsNatural communicationNeural activityCommunication modalitiesJunction activationHuman interactionUnderstudied topicDrummingHemodynamic signalsEffective clinical approachContrast comparisonsTPJ