2023
A systematic review and meta-analysis of neuromodulation therapies for substance use disorders
Mehta D, Praecht A, Ward H, Sanches M, Sorkhou M, Tang V, Steele V, Hanlon C, George T. A systematic review and meta-analysis of neuromodulation therapies for substance use disorders. Neuropsychopharmacology 2023, 49: 649-680. PMID: 38086901, PMCID: PMC10876556, DOI: 10.1038/s41386-023-01776-0.Peer-Reviewed Original ResearchRepetitive transcranial magnetic stimulationTranscranial direct current stimulationSubstance use disordersDeep brain stimulationDorsolateral prefrontal cortexUse disordersEffects of rTMSTreatment of SUDsSubstance useLong-term outcomesLeft dorsolateral prefrontal cortexTranscranial magnetic stimulationSystematic literature searchDirect current stimulationEffect sizeSubstance use outcomesAddiction neurocircuitryUncontrolled studiesDBS studiesNeuromodulation therapiesMagnetic stimulationPsychosocial treatmentsBrain stimulationTreatment durationAdministration protocol
2017
Machine Learning of Functional Magnetic Resonance Imaging Network Connectivity Predicts Substance Abuse Treatment Completion
Steele VR, Maurer JM, Arbabshirani MR, Claus ED, Fink BC, Rao V, Calhoun VD, Kiehl KA. Machine Learning of Functional Magnetic Resonance Imaging Network Connectivity Predicts Substance Abuse Treatment Completion. Biological Psychiatry Cognitive Neuroscience And Neuroimaging 2017, 3: 141-149. PMID: 29529409, PMCID: PMC5851466, DOI: 10.1016/j.bpsc.2017.07.003.Peer-Reviewed Original ResearchConceptsFunctional magnetic resonanceSubstance abuse treatment programsAnterior cingulate cortexSubstance abuse treatmentSubstance abuse treatment completionCingulate cortexAbuse treatmentSubstance abuse treatment outcomesSubstance useTreatment programFNC analysisTreatment completionLong-term outcomesResponse inhibitionNeural network connectionsNetwork connectivity measuresClinical assessment measuresPositive outcomesSubstance abusersPattern classification modelAssessment measuresIllicit drug useIncarcerated participantsDepressive symptomatologyTreatment interventions