2023
Neural mechanisms linked to treatment outcomes and recovery in substance-related and addictive disorders
Mestre-Bach G, Potenza M. Neural mechanisms linked to treatment outcomes and recovery in substance-related and addictive disorders. Dialogues In Clinical Neuroscience 2023, 25: 75-91. PMID: 37594217, PMCID: PMC10444012, DOI: 10.1080/19585969.2023.2242359.Peer-Reviewed Reviews, Practice Guidelines, Standards, and Consensus StatementsConceptsNeural mechanismsAddictive disordersPotential neural mechanismsTreatment development effortsInternet gaming disorderBrain processesSubstance use disordersAdvanced analytic approachesGaming disorderImpulse controlTreatment developmentUse disordersPsychiatric conditionsExtant dataTreatment utilityAddictionDisordersAnalytic approachTreatment outcomesNarrative reviewIntervention administrationMedication challengePresent reviewMain modelsContext
2022
Bayesian network mediation analysis with application to the brain functional connectome
Zhao Y, Chen T, Cai J, Lichenstein S, Potenza M, Yip S. Bayesian network mediation analysis with application to the brain functional connectome. Statistics In Medicine 2022, 41: 3991-4005. PMID: 35795965, PMCID: PMC10131252, DOI: 10.1002/sim.9488.Peer-Reviewed Original ResearchConceptsStochastic block modelBayesian paradigmBrain functional connectomeBlock modelConnectivity weightsFunctional connectomeNetwork measurementsEffect componentApproach applicationBlock allocationOpioid abstinenceAnalytic approachNetwork neurosciencePractical illustrationTherapeutic interventionsMediation analysisNeural circuitsNetwork structureBrain functioningMediatorsFunctional networksFeature selectionApplicationsModelNetwork