2023
The Selective Social Attention task in children with autism spectrum disorder: Results from the Autism Biomarkers Consortium for Clinical Trials (ABC‐CT) feasibility study
Shic F, Barney E, Naples A, Dommer K, Chang S, Li B, McAllister T, Atyabi A, Wang Q, Bernier R, Dawson G, Dziura J, Faja S, Jeste S, Murias M, Johnson S, Sabatos‐DeVito M, Helleman G, Senturk D, Sugar C, Webb S, McPartland J, Chawarska K, Trials T. The Selective Social Attention task in children with autism spectrum disorder: Results from the Autism Biomarkers Consortium for Clinical Trials (ABC‐CT) feasibility study. Autism Research 2023, 16: 2150-2159. PMID: 37749934, PMCID: PMC11003770, DOI: 10.1002/aur.3026.Peer-Reviewed Original ResearchConceptsAutism spectrum disorderSocial attention taskSchool-aged childrenAttention taskASD groupSpectrum disorderEye-tracking taskTotal T-scoreAttentional patternsAutism spectrumTD groupPresentation timeTrial feasibility studyGroup differencesPercent of timeOlder childrenTaskComparison groupToddlersT-scoreChildrenChildren 4Outcome variablesFaceCondition effectsStratification of Children with Autism Spectrum Disorder Through Fusion of Temporal Information in Eye-gaze Scan-Paths
Atyabi A, Shic F, Jiang J, Foster C, Barney E, Kim M, Li B, Ventola P, Chen C. Stratification of Children with Autism Spectrum Disorder Through Fusion of Temporal Information in Eye-gaze Scan-Paths. ACM Transactions On Knowledge Discovery From Data 2023, 17: 1-20. DOI: 10.1145/3539226.Peer-Reviewed Original ResearchAutism spectrum disorderEye gaze patternsSocial referencingSpectrum disorderTemporal informationTheory of mindEye gaze featuresEye-tracking dataEye gaze dataConvolutional neural networkRaw eye-tracking dataSocial attentionTD groupTypical developmentVideo stimuliSocial impairmentGaze patternsEye movementsNaturalistic studyDeep learning modelsScan pathScanpathsMeaningful variationChildrenLearning model
2014
Saliency-based Bayesian modeling of dynamic viewing of static scenes
Campbell D, Chang J, Chawarska K, Shic F. Saliency-based Bayesian modeling of dynamic viewing of static scenes. 2014, 51-58. DOI: 10.1145/2578153.2578159.Peer-Reviewed Original ResearchNon-social imagesAutism spectrum disorderEye-tracking dataEye-tracking analysisVisual attentionIdentification of fixationsTD groupGaze featuresSpectrum disorderUnified Bayesian modelSaliency differenceSocial imageControl childrenSaliency mapDynamic viewingSaliency propertiesBayesian modelBayesian modelingAnalytic approachChildrenScanpathsASDStatic scenesSaccadesSaliency