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
2016
Modafinil and sleep architecture in an inpatient–outpatient treatment study of cocaine dependence
Morgan PT, Angarita GA, Canavan S, Pittman B, Oberleitner L, Malison RT, Mohsenin V, Hodges S, Easton C, McKee S, Bessette A, Forselius E. Modafinil and sleep architecture in an inpatient–outpatient treatment study of cocaine dependence. Drug And Alcohol Dependence 2016, 160: 49-56. PMID: 26777774, PMCID: PMC4767553, DOI: 10.1016/j.drugalcdep.2015.12.004.Peer-Reviewed Original ResearchConceptsUrine toxicology screenModafinil treatmentSlow-wave sleepClinical outcomesOutpatient treatmentToxicology screenUrine screensInpatient settingInpatient treatmentSleep timeCocaine dependencePrimary clinical outcomeWeekly cognitive behavioral therapyCocaine usersImproved clinical outcomesPolysomnographic sleep recordingsChronic cocaine useChronic cocaine usersHigh rateCognitive behavioral therapyCocaine-dependent participantsSleep architectureOutpatient phaseEffective treatmentDays abstinent