2024
A Deep Dynamic Causal Learning Model to Study Changes in Dynamic Effective Connectivity During Brain Development
Wang Y, Qiao C, Qu G, Calhoun V, Stephen J, Wilson T, Wang Y. A Deep Dynamic Causal Learning Model to Study Changes in Dynamic Effective Connectivity During Brain Development. IEEE Transactions On Biomedical Engineering 2024, 71: 3390-3401. PMID: 38968024, DOI: 10.1109/tbme.2024.3423803.Peer-Reviewed Original ResearchDynamic effective connectivityEffective connectivityBrain developmentBrain developmental trajectoriesPhiladelphia Neurodevelopmental CohortLearning modelsNeurodevelopmental CohortBrain regionsDevelopmental trajectoriesSpatio-temporal dataInformation processing capabilitiesFuse informationCausal LearnerYoung adults
2023
Age-related, multivariate associations between white matter microstructure and behavioral performance in three executive function domains
Anderson J, Calhoun V, Pearlson G, Hawkins K, Stevens M. Age-related, multivariate associations between white matter microstructure and behavioral performance in three executive function domains. Developmental Cognitive Neuroscience 2023, 64: 101318. PMID: 37875033, PMCID: PMC10618425, DOI: 10.1016/j.dcn.2023.101318.Peer-Reviewed Original ResearchConceptsExecutive function domainsResponse inhibitionWhite matter microstructureLower response inhibitionStructure-cognition relationshipsEF abilitiesBehavioral performanceCognitive imbalanceNeurocognitive testsFunction domainTest performanceYoung adulthoodFractional anisotropyBrain changesAge 12Young adultsSS performanceWhite matter FA valuesGreater relianceWhite matter changesWhite matter microstructural differencesSubjects ages 12White matter skeletonIndependent componentsMultivariate associationsPrediction of sleep quality scores using dynamic functional network connectivity of young adults: A reproducibility analysis
Sendi M, Dini H, Zendehrouh E, Salat D, Calhoun V. Prediction of sleep quality scores using dynamic functional network connectivity of young adults: A reproducibility analysis. Alzheimer's & Dementia 2023, 19 DOI: 10.1002/alz.065778.Peer-Reviewed Original ResearchDynamic functional network connectivityHuman Connectome ProjectFunctional network connectivityHuman Connectome Project datasetDistinct statesResting-state fMRIRs-fMRIConnectome ProjectResting-state functional magnetic resonance imagingState vectorPittsburgh Sleep Quality IndexYoung adultsFunctional magnetic resonance imagingNight sleep timeRs-fMRI sessions