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 ResearchConceptsAlcohol 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
2020
Do Sex Differences Among Adults With Opioid Use Disorder Reflect Sex-specific Vulnerabilities? A Study of Behavioral Health Comorbidities, Pain, and Quality of Life.
Rhee TG, Peltier MR, Sofuoglu M, Rosenheck RA. Do Sex Differences Among Adults With Opioid Use Disorder Reflect Sex-specific Vulnerabilities? A Study of Behavioral Health Comorbidities, Pain, and Quality of Life. Journal Of Addiction Medicine 2020, 14: 502-509. PMID: 32371659, PMCID: PMC8962823, DOI: 10.1097/adm.0000000000000662.Peer-Reviewed Original ResearchConceptsPast-year opioid use disorderOpioid use disorderSubstance use disordersUse disordersTreatment of OUDPast-year substance use disorderBehavioral health comorbiditiesPast-year psychiatric disordersSex differencesHealth-related qualityRelated Conditions Wave IIIBehavioral health conditionsNon-institutionalized adultsLogistic regression analysisQuality of lifeNational Epidemiological SurveyDSM-5 criteriaSocio-demographic factorsHealth comorbiditiesConcurrent disordersUS adultsPsychiatric disordersDiagnostic criteriaOUD statusWave III