2013
Functional Brain Networks Associated With Cognitive Control, Cocaine Dependence, and Treatment Outcome
Worhunsky PD, Stevens MC, Carroll KM, Rounsaville BJ, Calhoun VD, Pearlson GD, Potenza MN. Functional Brain Networks Associated With Cognitive Control, Cocaine Dependence, and Treatment Outcome. Psychology Of Addictive Behaviors 2013, 27: 477-488. PMID: 22775772, PMCID: PMC3743442, DOI: 10.1037/a0029092.Peer-Reviewed Original ResearchMeSH KeywordsAdultAnalysis of VarianceBehavior, AddictiveCase-Control StudiesCerebral CortexCocaine-Related DisordersCognitive Behavioral TherapyData Interpretation, StatisticalExecutive FunctionFemaleFunctional NeuroimagingHumansLimbic SystemLinear ModelsMagnetic Resonance ImagingMaleMotivationNerve NetOxygenPrincipal Component AnalysisPsychomotor PerformanceStroop TestTreatment OutcomeConceptsCognitive controlCocaine dependencePoor cognitive controlCognitive control processesFunctional networksTreatment retentionDistinct functional networksIndependent component analysisFunctional brain networksConflict monitoringStroop taskTreatment outcome measuresMotivational processingCocaine-dependent patientsPrefrontal networkBrain networksSubcortical networksFunctional connectivityControl participantsFMRI dataRegional activationReduced involvementCortical networksTreatment developmentControl process
2011
The Effects of Stimulant Medication on Working Memory Functional Connectivity in Attention-Deficit/Hyperactivity Disorder
Wong CG, Stevens MC. The Effects of Stimulant Medication on Working Memory Functional Connectivity in Attention-Deficit/Hyperactivity Disorder. Biological Psychiatry 2011, 71: 458-466. PMID: 22209640, PMCID: PMC4120250, DOI: 10.1016/j.biopsych.2011.11.011.Peer-Reviewed Original ResearchConceptsAttention-deficit/hyperactivity disorderFunctional magnetic resonance imagingFunctional connectivityFMRI taskHyperactivity disorderStimulant medicationNetwork engagementMemory fMRI taskFrontoparietal brain networksBrain regionsFrontoparietal brain regionsConnectivity changesMemory reaction timeVentrolateral prefrontal cortexAdditional brain regionsGroup independent component analysisMedication-related changesFunctional connectivity analysisRegional functional connectivityFunctional connectivity changesMemory performanceRepeated-measures t-testBrain activationIndependent component analysisRetrieval phase
2009
Evidence for Anomalous Network Connectivity during Working Memory Encoding in Schizophrenia: An ICA Based Analysis
Meda SA, Stevens MC, Folley BS, Calhoun VD, Pearlson GD. Evidence for Anomalous Network Connectivity during Working Memory Encoding in Schizophrenia: An ICA Based Analysis. PLOS ONE 2009, 4: e7911. PMID: 19936244, PMCID: PMC2775682, DOI: 10.1371/journal.pone.0007911.Peer-Reviewed Original ResearchConceptsTask accuracyFunctional connectivityPrefrontal cortexNetwork engagementLeft fronto-parietal networkRight dorsolateral prefrontal cortexMemory fMRI paradigmWorking Memory EncodingFronto-parietal networkVentrolateral prefrontal cortexNumerous neuroimaging studiesDorsolateral prefrontal cortexIndependent component analysisAbnormal regional brain activityDefault mode networkBrain network integrationDysfunctional brain regionsPrevious schizophrenia studiesRegional brain activityHippocampus/parahippocampusMemory encodingFMRI taskMemory cognitionMemory performanceFMRI paradigm
2007
Brain network dynamics during error commission
Stevens MC, Kiehl KA, Pearlson GD, Calhoun VD. Brain network dynamics during error commission. Human Brain Mapping 2007, 30: 24-37. PMID: 17979124, PMCID: PMC2669663, DOI: 10.1002/hbm.20478.Peer-Reviewed Original ResearchConceptsError commissionGo/No-Go taskVisual Go/No-Go taskHigher-order cognitive controlFunctional magnetic resonance imaging (fMRI) dataLateral prefrontal cortexPrefrontal brain regionsWhole-brain functional connectivityPregenual cingulate cortexAnterior temporal lobeBrain network dynamicsInferior parietal lobuleAdult healthy participantsBrain functional connectivityCognitive controlIndependent component analysisButton pressHemodynamic activationAffective responsesDevelopmental differencesNeurobiological differencesParietal lobulePrefrontal cortexAnterior cingulateError detection network
2006
Functional neural circuits for mental timekeeping
Stevens MC, Kiehl KA, Pearlson G, Calhoun VD. Functional neural circuits for mental timekeeping. Human Brain Mapping 2006, 28: 394-408. PMID: 16944489, PMCID: PMC6871423, DOI: 10.1002/hbm.20285.Peer-Reviewed Original ResearchConceptsTiming taskFrontostriatal networkDifferent information processing stagesFunctional magnetic resonance imaging (fMRI) dataInformation processing stagesInformation processing modelPutamen/globus pallidusBilateral anterior insulaInterval timing taskSuperior temporal gyrusHemodynamic signal changesDistinct neural circuitsNeural circuitsPerformance of tasksIndependent component analysisAnterior cingulate gyrusSupplementary motor areaAnterior insulaFrontostriatal circuitsSupramarginal gyrusNeurobiological substratesTemporal gyrusMagnetic resonance imaging dataProcessing modelFunctional connectivity
2005
Semi-blind ICA of fMRI: A method for utilizing hypothesis-derived time courses in a spatial ICA analysis
Calhoun VD, Adali T, Stevens MC, Kiehl KA, Pekar JJ. Semi-blind ICA of fMRI: A method for utilizing hypothesis-derived time courses in a spatial ICA analysis. NeuroImage 2005, 25: 527-538. PMID: 15784432, DOI: 10.1016/j.neuroimage.2004.12.012.Peer-Reviewed Original ResearchConceptsPrior informationIndependent component analysisData analysis applicationsSemi-blind independent component analysisData-driven approachThree-stimulus auditory oddball paradigmTemporal constraintsAnalysis applicationsICA analysisTime-course informationFlexible wayPresence of noiseCourse informationRegression approachSimulation resultsBlind source separation techniqueExplicit constraintsFlexible modeling approachFMRI dataSource separation techniquesInformationUseful applicationsHigher order statistical momentsModeling approachNegative associates