2021
A Machine Learning Approach to Predicting New‐onset Depression in a Military Population
Sampson L, Jiang T, Gradus J, Cabral H, Rosellini A, Calabrese J, Cohen G, Fink D, King A, Liberzon I, Galea S. A Machine Learning Approach to Predicting New‐onset Depression in a Military Population. Psychiatric Research And Clinical Practice 2021, 3: 115-122. PMID: 34734165, PMCID: PMC8562467, DOI: 10.1176/appi.prcp.20200031.Peer-Reviewed Original ResearchPredictors of incident depressionIncident depressionProbable depressionMilitary populationReducing depression incidenceNew-onset depressionMilitary personnelHistory of depressionAdverse childhood experiencesArmy National Guard membersYears of follow-upNational Guard membersBaseline interviewDepression in adulthoodDepression incidenceMilitary characteristicsMental disordersChildhood experiencesGuard membersLife courseIntervention targetsEmotional mistreatmentDepressionReplication studyRegression analysis
2019
Prevalence and covariates of problematic gambling among a US military cohort
Gallaway M, Fink D, Sampson L, Cohen G, Tamburrino M, Liberzon I, Calabrese J, Galea S. Prevalence and covariates of problematic gambling among a US military cohort. Addictive Behaviors 2019, 95: 166-171. PMID: 30928661, PMCID: PMC6574081, DOI: 10.1016/j.addbeh.2019.03.013.Peer-Reviewed Original ResearchConceptsProblematic gamblingGambling behaviorMilitary cohortUS military cohortNational Guard membersAlcohol dependenceSuicidal ideationMinor depressionFrequent gamblingBehavioral outcomesAlcohol useProblem gamblingArmy National Guard membersGamblingVeteran populationGuard membersPerceived general health statusAnalyzed cohort dataDose-response relationshipDepressionNODS-CLiPGeneral health statusBehavioral characteristicsIncreased painSmoking status
2016
Incidence and Risk for Mood and Anxiety Disorders in a Representative Sample of Ohio Army National Guard Members, 2008–2012
Fink D, Chen Q, Liu Y, Tamburrino M, Liberzon I, Shirley E, Fine T, Cohen G, Galea S, Calabrese J. Incidence and Risk for Mood and Anxiety Disorders in a Representative Sample of Ohio Army National Guard Members, 2008–2012. Public Health Reports 2016, 131: 614-622. PMID: 27453607, PMCID: PMC4937124, DOI: 10.1177/0033354916662221.Peer-Reviewed Original ResearchConceptsAlcohol use disorderNational Guard membersPsychiatric disordersMood disordersArmy National Guard membersDepressive disorderUse disorderTraumatic eventsGuard membersIncident anxietyStructured Clinical InterviewIncidence rateDiscrete-time Cox proportional hazards modelsRisk factorsAnxiety disordersMilitary sampleClinical InterviewIncident disordersAnnual incidence rateHighest incidence rateCox proportional hazards modelsMoodPast-year experienceAnxietyPotential risk factors
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