2019
Toward Addiction Prediction: An Overview of Cross-Validated Predictive Modeling Findings and Considerations for Future Neuroimaging Research
Yip SW, Kiluk B, Scheinost D. Toward Addiction Prediction: An Overview of Cross-Validated Predictive Modeling Findings and Considerations for Future Neuroimaging Research. Biological Psychiatry Cognitive Neuroscience And Neuroimaging 2019, 5: 748-758. PMID: 31932230, PMCID: PMC8274215, DOI: 10.1016/j.bpsc.2019.11.001.Peer-Reviewed Original ResearchConceptsIndividual differencesBrain-behavior modelsFuture neuroimaging researchLikelihood of replicationEvidence-based treatmentsNeuroimaging researchEffect size estimatesSubstance useDirection of associationAnatomical locusBrain functionTreatment outcomesModeling findingsClinical samplesNovel subjectRelapse rateClinical outcomesPredictive modeling approachUnsuccessful treatmentLeading causeIndividualsClinical settingParticular riskSize estimatesOutcomes
2016
Randomized Trial of Computerized Cognitive Behavioral Therapy for Alcohol Use Disorders: Efficacy as a Virtual Stand‐Alone and Treatment Add‐On Compared with Standard Outpatient Treatment
Kiluk BD, Devore KA, Buck MB, Nich C, Frankforter TL, LaPaglia DM, Yates BT, Gordon MA, Carroll KM. Randomized Trial of Computerized Cognitive Behavioral Therapy for Alcohol Use Disorders: Efficacy as a Virtual Stand‐Alone and Treatment Add‐On Compared with Standard Outpatient Treatment. Alcohol Clinical And Experimental Research 2016, 40: 1991-2000. PMID: 27488212, PMCID: PMC5008977, DOI: 10.1111/acer.13162.Peer-Reviewed Original ResearchConceptsAlcohol use disorderCognitive behavioral therapyComputerized cognitive behavioral therapyAlcohol useUse disordersClinical monitoringBehavioral therapyCurrent alcohol use disorderStandard outpatient treatmentEvidence-based treatmentsWeb-based CBT programPercentage of daysRandomized trialsPreliminary efficacyStandard treatmentOutpatient treatmentTreatment completionTreatment periodOutpatient facilitiesParticipants' alcohol useClinical practiceCBT4CBTCBT programTreatment-seeking individualsClinical samples