2024
Functional imaging derived ADHD biotypes based on deep clustering: a study on personalized medication therapy guidance
Feng A, Zhi D, Feng Y, Jiang R, Fu Z, Xu M, Zhao M, Yu S, Stevens M, Sun L, Calhoun V, Sui J. Functional imaging derived ADHD biotypes based on deep clustering: a study on personalized medication therapy guidance. EClinicalMedicine 2024, 77: 102876. PMID: 39763511, PMCID: PMC11701483, DOI: 10.1016/j.eclinm.2024.102876.Peer-Reviewed Original ResearchAttention deficit hyperactivity disorderAttention deficit hyperactivity disorder patientsFunctional network connectivityAttention Deficit Hyperactivity Disorder AdolescentTreatment of attention deficit hyperactivity disorderPeking University Sixth HospitalBackground Attention deficit hyperactivity disorderDeficit hyperactivity disorderTreated with methylphenidateADHD subtypesHyperactivity/impulsivity symptomsAdolescent brainMedical treatment effectsHyperactivity disorderCognitive performanceABCD studyProblem scoresNeuroimaging markersNeurodevelopmental disordersMedical treatmentChildhood onsetChina Postdoctoral Science FoundationNational Natural Science Foundation of ChinaNatural Science Foundation of ChinaPrimary medication
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 associations
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