Evaluation of a Prediction Model for the Development of Atrial Fibrillation in a Repository of Electronic Medical Records
Kolek M, Graves A, Xu M, Bian A, Teixeira P, Shoemaker M, Parvez B, Xu H, Heckbert S, Ellinor P, Benjamin E, Alonso A, Denny J, Moons K, Shintani A, Harrell F, Roden D, Darbar D. Evaluation of a Prediction Model for the Development of Atrial Fibrillation in a Repository of Electronic Medical Records. JAMA Cardiology 2016, 1: 1007-1013. PMID: 27732699, PMCID: PMC5293184, DOI: 10.1001/jamacardio.2016.3366.Peer-Reviewed Original ResearchIncident atrial fibrillationElectronic medical recordsCHARGE-AF modelAtrial fibrillationRisk prediction modelMedical recordsEMR cohortHistory of AFInternal medicine outpatient clinicProspective cohort studyDiastolic blood pressureMedicine outpatient clinicIndividuals 40 yearsType 2 diabetesHigh-risk individualsVanderbilt University Medical CenterUniversity Medical CenterLow-risk individualsPoor calibrationAfrican AmericansFuture risk modelsHealth care expendituresAF managementCohort studyEchocardiographic variables