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
2023
Quantification of inter-brain coupling: A review of current methods used in haemodynamic and electrophysiological hyperscanning studies
Hakim U, De Felice S, Pinti P, Zhang X, Noah J, Ono Y, Burgess P, Hamilton A, Hirsch J, Tachtsidis I. Quantification of inter-brain coupling: A review of current methods used in haemodynamic and electrophysiological hyperscanning studies. NeuroImage 2023, 280: 120354. PMID: 37666393, DOI: 10.1016/j.neuroimage.2023.120354.Peer-Reviewed Original ResearchConceptsInter-brain couplingHyperscanning studyFunctional magnetic resonanceBrain imaging modalitiesSocial neuroscienceCognitive mechanismsSocial anxietyBrain couplingCognitive researchSocial interactionHyperscanningMental healthDifferent modalitiesMagnetoencephalographyDevelopmental conditionsElectroencephalographyMore participantsParticipantsAutismNeuroscienceFNIRSAnxietyBrainModalitiesSchizophrenia