2016
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
2015
Validation of the Get With The Guideline–Heart Failure risk score in Japanese patients and the potential improvement of its discrimination ability by the inclusion of B-type natriuretic peptide level
Shiraishi Y, Kohsaka S, Abe T, Mizuno A, Goda A, Izumi Y, Yagawa M, Akita K, Sawano M, Inohara T, Takei M, Kohno T, Higuchi S, Yamazoe M, Mahara K, Fukuda K, Yoshikawa T, Investigators W. Validation of the Get With The Guideline–Heart Failure risk score in Japanese patients and the potential improvement of its discrimination ability by the inclusion of B-type natriuretic peptide level. American Heart Journal 2015, 171: 33-39. PMID: 26699598, DOI: 10.1016/j.ahj.2015.10.008.Peer-Reviewed Original ResearchConceptsB-type natriuretic peptide levelsGWTG-HF risk scoreAcute heart failureNatriuretic peptide levelsHospital mortalityRisk scorePeptide levelsAHF patientsC-statisticGuidelines-Heart Failure (GWTG-HF) risk scoreWest Tokyo Heart Failure registryChronic obstructive pulmonary diseaseBlood urea nitrogen levelsGWTG-HF scoreHeart Failure RegistryMulticenter cohort registryRisk score performanceObstructive pulmonary diseaseSystolic blood pressureUrea nitrogen levelsHosmer-Lemeshow statisticFuture risk modelsCohort registryBlood pressureHeart failure
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