2022
Using machine learning to predict heavy drinking during outpatient alcohol treatment
Roberts W, Zhao Y, Verplaetse T, Moore KE, Peltier MR, Burke C, Zakiniaeiz Y, McKee S. Using machine learning to predict heavy drinking during outpatient alcohol treatment. Alcohol Clinical And Experimental Research 2022, 46: 657-666. PMID: 35420710, PMCID: PMC9180421, DOI: 10.1111/acer.14802.Peer-Reviewed Original ResearchMeSH KeywordsAlcoholismAlgorithmsEthanolFemaleHumansMachine LearningMaleOutpatientsTreatment OutcomeConceptsAlcohol use disorderHeavy drinkingTreatment outcomesInvasive assessment methodsOutpatient AUD treatmentLast monthOutpatient alcohol treatmentMultisite clinical trialAccurate clinical predictionsHeavy alcohol useSex differencesBi-weekly sessionsAlcohol treatment outcomesPatient characteristicsClinical outcomesClinical trialsClinical dataStratified analysisEffective treatmentPsychiatric disordersUse disordersAUD treatmentSubstantial sex differencesAlcohol treatmentFirst month
2021
Prospective Associations of Pain Intensity and Substance Use in the United States Population: A Cross-Lagged Panel Analysis.
Roberts W, Moore KE, Verplaetse TL, Zakiniaeiz Y, Burke C, Peltier MR, McKee SA. Prospective Associations of Pain Intensity and Substance Use in the United States Population: A Cross-Lagged Panel Analysis. Journal Of Studies On Alcohol And Drugs 2021, 82: 576-583. PMID: 34546903, PMCID: PMC8819613, DOI: 10.15288/jsad.2021.82.576.Peer-Reviewed Original ResearchConceptsModerate drinking guidelinesPain intensitySubstance use outcomesSubsequent pain intensitySubstance useDrinking guidelinesUse outcomesProspective associationsLevel of painUse problemsHarmful substance usePositive prospective associationUnited States populationSubstance use problemsAlcohol use problemsReciprocal associationsHealth StudyRepresentative cohortCohort surveyPainAdult survey dataWeekly useHistory of useDemographic covariatesOutcomesSex and alcohol use disorder predict the presence of cancer, respiratory, and other medical conditions: Findings from the National Epidemiologic Survey on Alcohol and Related Conditions-III
Verplaetse TL, Peltier MR, Roberts W, Burke C, Moore KE, Pittman B, McKee SA. Sex and alcohol use disorder predict the presence of cancer, respiratory, and other medical conditions: Findings from the National Epidemiologic Survey on Alcohol and Related Conditions-III. Addictive Behaviors 2021, 123: 107055. PMID: 34311184, PMCID: PMC8419091, DOI: 10.1016/j.addbeh.2021.107055.Peer-Reviewed Original ResearchConceptsSignificant medical conditionsMedical conditionsNational Epidemiologic SurveyDSM-5 AUDRespiratory conditionsEpidemiologic SurveyAlcohol useU.S. National Epidemiologic SurveyRate of drinkingPresence of cancerAlcohol use disorderRelated Conditions-IIIHeavy alcohol useGreater health consequencesYears cancerProblematic alcohol useUse disordersOrgan systemsCancerHealth consequencesRelated conditionsEffective interventionsWomenConditions-IIISex