Association of deployment characteristics and exposures with persistent ill health among 1990-1991 Gulf War veterans in the VA Million Veteran Program
Steele L, Quaden R, Ahmed S, Harrington K, Duong L, Ko J, Gifford E, Polimanti R, Gaziano J, Aslan M, Helmer D, Hauser E. Association of deployment characteristics and exposures with persistent ill health among 1990-1991 Gulf War veterans in the VA Million Veteran Program. Environmental Health 2024, 23: 92. PMID: 39456027, PMCID: PMC11520114, DOI: 10.1186/s12940-024-01118-7.Peer-Reviewed Original ResearchMeSH KeywordsAdultCohort StudiesEnvironmental ExposureFemaleGulf WarHumansMaleMiddle AgedMilitary DeploymentOccupational ExposurePersian Gulf SyndromeUnited StatesUnited States Department of Veterans AffairsVeteransConceptsMillion Veteran ProgramVA Million Veteran ProgramGulf War veteransIll healthHealth outcomesGulf War IllnessVeteran ProgramMilitary characteristicsWar veteransChronic ill healthCenters for Disease Control and Prevention criteriaGulf War serviceEvaluation of genetic factorsGulf War exposureVeterans' healthPopulation of U.S.Pyridostigmine bromide pillsHealthcare providersWartime exposuresGulf War deploymentResultsThe final cohortVeteran cohortDeployment exposuresHealth problemsVeteransDevelopment of a prediction model for 30-day COVID-19 hospitalization and death in a national cohort of Veterans Health Administration patients–March 2022—April 2023
Bui D, Bajema K, Huang Y, Yan L, Li Y, Rajeevan N, Berry K, Rowneki M, Argraves S, Hynes D, Huang G, Aslan M, Ioannou G. Development of a prediction model for 30-day COVID-19 hospitalization and death in a national cohort of Veterans Health Administration patients–March 2022—April 2023. PLOS ONE 2024, 19: e0307235. PMID: 39365775, PMCID: PMC11451987, DOI: 10.1371/journal.pone.0307235.Peer-Reviewed Original ResearchMeSH KeywordsAdultAgedAged, 80 and overCohort StudiesCOVID-19COVID-19 VaccinesFemaleHospitalizationHumansMachine LearningMaleMiddle AgedROC CurveSARS-CoV-2United StatesUnited States Department of Veterans AffairsVeterans HealthConceptsVeterans Health AdministrationCOVID-19 hospitalizationArea under the receiver operating characteristic curveComprehensive electronic health recordNational cohortElectronic health recordsAll-cause mortalityNational cohort of patientsFull modelHealth recordsHealth AdministrationReceipt of COVID-19 vaccineMortality riskEpidemiology of COVID-19COVID-19High-risk patientsBrier scoreCohort of patientsAnti-SARS-CoV-2 treatmentCOVID-19 vaccineReceiver operating characteristic curveCalibration interceptHospitalAntiviral treatmentAvailability of effective vaccines