2024
Machine Learning-Based Prediction of Death and Hospitalization in Patients With Implantable Cardioverter Defibrillators
Rosman L, Lampert R, Wang K, Gehi A, Dziura J, Salmoirago-Blotcher E, Brandt C, Sears S, Burg M. Machine Learning-Based Prediction of Death and Hospitalization in Patients With Implantable Cardioverter Defibrillators. Journal Of The American College Of Cardiology 2024 PMID: 39570241, DOI: 10.1016/j.jacc.2024.09.006.Peer-Reviewed Original ResearchImplantable cardioverter-defibrillatorYear of device implantationAll-cause mortalityCardiac resynchronization therapyDeath/HF hospitalizationValidation cohortHeart failureDevice implantationTime of ICD implantationArea under the receiver-operating characteristic curveMedian follow-upReceiver-operating characteristic curvePredicting all-cause mortalityImplantable cardioverter-defibrillator patientsVeterans Health AdministrationPersonalized risk estimatesImplantable cardioverter defibrillatorResynchronization therapyBaseline demographicsICD implantationTraining cohortTrajectories of individual patientsProspective studyComposite outcomeContinuum of riskElectronic Health Record Concordance with Survey-Reported Military Sexual Trauma Among Younger Veterans: Associations with Health Care Utilization and Mental Health Diagnoses
Gaffey A, Burg M, Skanderson M, Deviva J, Brandt C, Bastian L, Haskell S. Electronic Health Record Concordance with Survey-Reported Military Sexual Trauma Among Younger Veterans: Associations with Health Care Utilization and Mental Health Diagnoses. Journal Of Women's Health 2024 PMID: 38946553, DOI: 10.1089/jwh.2023.0993.Peer-Reviewed Original ResearchElectronic health recordsHealth care utilizationAssociated with health care utilizationMilitary sexual traumaVeterans Health AdministrationCare utilizationPosttraumatic stress disorderVeteran health care utilizationMental health visitsPrimary care utilizationMental health diagnosesCross-sectional associationsService-related characteristicsPost-9/11 veteransSexual traumaLikelihood of posttraumatic stress disorderEHR screensPrimary careVHA careHealth visitsOlder veteransHealth recordsYounger veteransDepression diagnosisExperience MST
2023
Opioid prescription and risk of atrial fibrillation in younger veterans
Chui P, Khokhar A, Gordon K, Dziura J, Burg M, Brandt C, Haskell S, Malm B, Bastian L, Gandhi P. Opioid prescription and risk of atrial fibrillation in younger veterans. American Heart Journal 2023, 268: 61-67. PMID: 37949420, DOI: 10.1016/j.ahj.2023.11.001.Peer-Reviewed Original ResearchTime-updated Cox regressionIncident atrial fibrillationAtrial fibrillationOpioid exposureVeterans Health AdministrationOpioid typeCox regressionOpioid prescriptionsICD-9-CM diagnostic codesIncidence of AFDevelopment of AFPrescription opioid exposureModifiable risk factorsPrimary care visitsPrescribed opioidsCare visitsOpioid useRisk factorsDiagnostic codesTime-dependent variablesOpioidsHealth AdministrationYounger veteransBaseline periodStudy sample