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 risk
2023
Advance directive screening among veterans with incident heart failure: Comparisons among people aging with and without HIV
Walenczyk K, Cavanagh C, Skanderson M, Feder S, Soliman A, Justice A, Burg M, Akgün K. Advance directive screening among veterans with incident heart failure: Comparisons among people aging with and without HIV. Heart & Lung 2023, 61: 1-7. PMID: 37023581, PMCID: PMC10524135, DOI: 10.1016/j.hrtlng.2023.03.018.Peer-Reviewed Original ResearchConceptsIncident heart failureVeterans Aging Cohort StudyHeart failureAD screeningDisease severityCox proportional hazards regressionIncident HF diagnosisAging Cohort StudyProportional hazards regressionGreater disease severityAdvance directive completionAssociation of ADFuture quality improvementCare contactsCohort studyHF diagnosisHIV statusScreening ratesHazards regressionPoor prognosisDiagnosis codesCardiology subspecialtiesHaenszel testHealthcare encountersPWHAdvance Care Planning and End-of-Life Education in Heart Failure: Insights From the NCDR PINNACLE Registry
Cavanagh C, Rosman L, Chui P, Minges K, Desai N, Goodlin S, Fedson S, Spertus J, Gluckman T, Song Y, Zheng L, Turchin A, Doros G, Lee J, Burg M. Advance Care Planning and End-of-Life Education in Heart Failure: Insights From the NCDR PINNACLE Registry. Circulation Cardiovascular Quality And Outcomes 2023, 16: e008989. PMID: 36649391, PMCID: PMC9848210, DOI: 10.1161/circoutcomes.122.008989.Peer-Reviewed Original Research
2022
Hypertension
Shimbo D, Diaz K, Burg M, Schwartz J. Hypertension. 2022, 771-785. DOI: 10.1007/978-0-387-85960-6_32.Peer-Reviewed Original ResearchCardiovascular diseaseRisk factorsCommon CVD risk factorsEnd-stage renal diseaseCVD risk factorsChronic renal failureHistory of hypertensionDiagnosis of hypertensionCause of morbidityMajor risk factorBlood pressure measurementsBlood pressure phenotypesRenal failureHeart failureRenal diseaseAtrial fibrillationHealthcare burdenMyocardial infarctionHypertensionPopulation agesMorbidityMortalityDiseasePressure measurementsCause
2006
The Implications of Mental Stress for Cardiovascular Disease
Graeber B, Soufer A, Burg M, Soufer R. The Implications of Mental Stress for Cardiovascular Disease. Contemporary Cardiology 2006, 197-215. DOI: 10.1007/978-1-59745-096-6_11.Peer-Reviewed Original Research