2024
Spectral Brain Graph Neural Network for Prediction of Anxiety in Children with Autism Spectrum Disorder
Duan P, Dvornek N, Wang J, Eilbott J, Du Y, Sukhodolsky D, Duncan J. Spectral Brain Graph Neural Network for Prediction of Anxiety in Children with Autism Spectrum Disorder. 2024, 00: 1-5. DOI: 10.1109/isbi56570.2024.10635753.Peer-Reviewed Original ResearchGraph neural networksFunctional magnetic resonance imagingAutism spectrum disorderNeural networkCurrent graph neural networksSpectrum disorderMASC-2Spectral analysis algorithmAnalysis algorithmGraph-based networkMultidimensional Anxiety ScaleFast Fourier transformPredictive of anxietyDaily anxiety levelsExtract hidden informationBrain functional networksPower spectrum densityNode featuresNetwork performanceComorbid anxietyBrain mechanismsHidden informationCorrelated featuresAnxiety ScaleTotal score
2013
Exploring the Manifestations of Anxiety in Children with Autism Spectrum Disorders
Hallett V, Lecavalier L, Sukhodolsky DG, Cipriano N, Aman MG, McCracken JT, McDougle CJ, Tierney E, King BH, Hollander E, Sikich L, Bregman J, Anagnostou E, Donnelly C, Katsovich L, Dukes K, Vitiello B, Gadow K, Scahill L. Exploring the Manifestations of Anxiety in Children with Autism Spectrum Disorders. Journal Of Autism And Developmental Disorders 2013, 43: 2341-2352. PMID: 23400347, PMCID: PMC4038127, DOI: 10.1007/s10803-013-1775-1.Peer-Reviewed Original ResearchConceptsLow-functioning childrenAutism spectrum disorderUnderstanding of anxietyManifestations of anxietySocial anxietyBehavioral measuresSeparation anxietySpectrum disorderAnxiety symptomsHigh anxietyGeneralized anxietyAnxiety ScaleSleep difficultiesVerbal expressionAnxietyHigher scoresIQDSM-IVChildrenItemsASDWorryLanguageASDsDisorders