2024
Automated Identification of Heart Failure With Reduced Ejection Fraction Using Deep Learning-Based Natural Language Processing
Nargesi A, Adejumo P, Dhingra L, Rosand B, Hengartner A, Coppi A, Benigeri S, Sen S, Ahmad T, Nadkarni G, Lin Z, Ahmad F, Krumholz H, Khera R. Automated Identification of Heart Failure With Reduced Ejection Fraction Using Deep Learning-Based Natural Language Processing. JACC Heart Failure 2024 PMID: 39453355, DOI: 10.1016/j.jchf.2024.08.012.Peer-Reviewed Original ResearchReduced ejection fractionEjection fractionHeart failureLeft ventricular ejection fractionVentricular ejection fractionYale-New Haven HospitalIdentification of patientsCommunity hospitalIdentification of heart failureLanguage modelNorthwestern MedicineMeasure care qualityQuality of careNew Haven HospitalDeep learning-based natural language processingHFrEFGuideline-directed careDeep learning language modelsMIMIC-IIIDetect HFrEFNatural language processingReclassification improvementHospital dischargePatientsCare quality
2023
Prognostic Impact of Repeated NT-proBNP Measurements in Patients With Heart Failure With Reduced Ejection Fraction
Fuery M, Leifer E, Samsky M, Sen S, O'Connor C, Fiuzat M, Ezekowitz J, Piña I, Whellan D, Mark D, Felker G, Desai N, Januzzi J, Ahmad T. Prognostic Impact of Repeated NT-proBNP Measurements in Patients With Heart Failure With Reduced Ejection Fraction. JACC Heart Failure 2023, 12: 479-487. PMID: 38127049, DOI: 10.1016/j.jchf.2023.11.007.Peer-Reviewed Original ResearchNT-proBNP measurementsPrimary trial endpointChronic heart failureNT-proBNP levelsReduced ejection fractionTrial endpointsHeart failureEjection fractionN-terminal pro-B-type natriuretic peptide (NT-proBNP) measurementBaseline NT-proBNP levelsChronic heart failure patientsNT-proBNP monitoringSecondary trial endpointsHeart failure hospitalizationNatriuretic peptide measurementHeart failure patientsCardiovascular deathFailure hospitalizationNT-proBNPFailure patientsPrognostic impactClinical outcomesPrognostic valueOutpatient sitesClinical studiesHeart failure with reduced ejection fraction: clinical and economic burden and insights into current and emerging treatments.
Sen S. Heart failure with reduced ejection fraction: clinical and economic burden and insights into current and emerging treatments. The American Journal Of Managed Care 2023, 29: s180-s186. PMID: 37677742, DOI: 10.37765/ajmc.2023.89415.Peer-Reviewed Original ResearchConceptsGuideline-directed medical therapyReduced ejection fractionHeart failureEjection fractionEconomic burdenManagement of HFrEFPresence of comorbiditiesEmergency department visitsVentricular ejection fractionDisease-modifying therapiesPoor treatment adherenceHealth care systemDepartment visitsMedical therapyPatient factorsComorbid conditionsMedication costsTreatment adherenceOptimal treatmentOutpatient carePreventable hospitalizationsIndividual patientsHigh riskTarget dosesMedical costsElectronic health record alerts for management of heart failure with reduced ejection fraction in hospitalized patients: the PROMPT-AHF trial
Ghazi L, Yamamoto Y, Fuery M, O'Connor K, Sen S, Samsky M, Riello R, Dhar R, Huang J, Olufade T, McDermott J, Inzucchi S, Velazquez E, Wilson F, Desai N, Ahmad T. Electronic health record alerts for management of heart failure with reduced ejection fraction in hospitalized patients: the PROMPT-AHF trial. European Heart Journal 2023, 44: 4233-4242. PMID: 37650264, DOI: 10.1093/eurheartj/ehad512.Peer-Reviewed Original ResearchGuideline-directed medical therapyAcute heart failureMineralocorticoid receptor antagonistsHeart failureElectronic health recordsGDMT prescriptionPrimary outcomeEnzyme inhibitors/angiotensin receptor blockers/angiotensin receptor-neprilysin inhibitorsSodium-glucose cotransporter 2 inhibitorsAngiotensin receptor neprilysin inhibitorElectronic health record alertsEvidence-based regimenProviders of patientsReduced ejection fractionCotransporter 2 inhibitorsRelevant patient characteristicsTime of dischargePre-specified criteriaAHF hospitalizationEligible patientsInpatient initiationPatient characteristicsEjection fractionHospitalized patientsMedian ageMulticenter Transthyretin Cardiac Amyloidosis Study Demonstrates Differences In Phenotype And Outcomes By Race
Cavalier J, Bhattacharya P, Patolia H, Chandramouli S, Sen S, Karra R, Maurer M, Khouri M. Multicenter Transthyretin Cardiac Amyloidosis Study Demonstrates Differences In Phenotype And Outcomes By Race. Journal Of Cardiac Failure 2023, 29: 699-700. DOI: 10.1016/j.cardfail.2022.10.381.Peer-Reviewed Original ResearchATTR-CM patientsReduced ejection fractionEjection fractionBlack patientsATTR-CMHeart failureWhite patientsAdvanced stageFindings merit further researchHigher NT-proBNP levelsMid-range ejection fractionNT-proBNP levelsNYHA class INYHA class IIILow ejection fractionRetrospective multicenter analysisTransthyretin amyloid cardiomyopathyLarge academic medical centerCross-sectional studyAcademic medical centerDeceased patientsMulticenter analysisWorsened prognosisRace patientsVital statusWHAT IS THE VALUE OF REPEATED NT-PROBNP MEASUREMENTS IN CHRONIC HEART FAILURE WITH REDUCED EJECTION FRACTION?
Fuery M, Leifer E, Samsky M, Sen S, O'Connor C, Fiuzat M, Ezekowitz J, Pina I, Whellan D, Mark D, Felker G, Desai N, Januzzi J, Ahmad T. WHAT IS THE VALUE OF REPEATED NT-PROBNP MEASUREMENTS IN CHRONIC HEART FAILURE WITH REDUCED EJECTION FRACTION? Journal Of The American College Of Cardiology 2023, 81: 624. DOI: 10.1016/s0735-1097(23)01068-9.Peer-Reviewed Original Research
2022
Pragmatic trial of messaging to providers about treatment of acute heart failure: The PROMPT-AHF trial
Ghazi L, O'Connor K, Yamamoto Y, Fuery M, Sen S, Samsky M, Riello R, Huang J, Olufade T, McDermott J, Inzucchi S, Velazquez E, Wilson F, Desai N, Ahmad T. Pragmatic trial of messaging to providers about treatment of acute heart failure: The PROMPT-AHF trial. American Heart Journal 2022, 257: 111-119. PMID: 36493842, DOI: 10.1016/j.ahj.2022.12.002.Peer-Reviewed Original ResearchConceptsGuideline-directed medical therapyAcute heart failureHeart failurePragmatic trialElectronic health recordsSubstantial health care costsBest practice advisoryReduced ejection fractionUsual care armHealth recordsTime of dischargeEvidence-based careHealth care costsClinical decision support systemAHF patientsCare armEligible patientsHF hospitalizationInpatient initiationCardiovascular deathMedication classesEjection fractionMedical therapyPrimary outcomePractice advisoryNetwork Meta-Analysis Comparing Angiotensin Receptor-Neprilysin Inhibitors, Angiotensin Receptor Blockers, and Angiotensin-Converting Enzyme Inhibitors in Heart Failure With Reduced Ejection Fraction
Park D, An S, Attanasio S, Jolly N, Malhotra S, Doukky R, Samsky M, Sen S, Ahmad T, Nanna M, Vij A. Network Meta-Analysis Comparing Angiotensin Receptor-Neprilysin Inhibitors, Angiotensin Receptor Blockers, and Angiotensin-Converting Enzyme Inhibitors in Heart Failure With Reduced Ejection Fraction. The American Journal Of Cardiology 2022, 187: 84-92. PMID: 36459752, PMCID: PMC10958453, DOI: 10.1016/j.amjcard.2022.10.026.Peer-Reviewed Original ResearchMeSH KeywordsAngiotensin Receptor AntagonistsAngiotensin-Converting Enzyme InhibitorsAntihypertensive AgentsBayes TheoremDeathHeart FailureHumansHypotensionNeprilysinNetwork Meta-AnalysisRandomized Controlled Trials as TopicReceptors, AngiotensinStroke VolumeTreatment OutcomeVentricular Dysfunction, LeftConceptsAngiotensin receptor neprilysin inhibitorAngiotensin receptor blockersReduced ejection fractionHeart failureEjection fractionHigh riskCause mortalityReceptor blockersCardiac deathLower riskEnzyme inhibitorsMajor adverse cardiac eventsAngiotensin converting enzyme (ACE) inhibitorsAdverse cardiac eventsEfficacy end pointNetwork meta-analysis approachImproved clinical outcomesRandomized clinical trialsP scoreCardiac eventsAngiotensin receptorsClinical outcomesNeprilysin inhibitorClinical benefitRecent trials
2021
The Impact of Depression on Outcomes in Patients With Heart Failure and Reduced Ejection Fraction Treated in the GUIDE-IT Trial
Chouairi F, Fuery MA, Mullan CW, Caraballo C, Sen S, Maulion C, Wilkinson ST, Surti T, McCullough M, Miller PE, Pacor J, Leifer ES, Felker GM, Velazquez EJ, Fiuzat M, O'Connor CM, Januzzi JL, Desai NR, Ahmad T. The Impact of Depression on Outcomes in Patients With Heart Failure and Reduced Ejection Fraction Treated in the GUIDE-IT Trial. Journal Of Cardiac Failure 2021, 27: 1359-1366. PMID: 34166799, DOI: 10.1016/j.cardfail.2021.06.008.Peer-Reviewed Original ResearchConceptsGuideline-directed medical therapyReduced ejection fractionAmino-terminal pro-B-type natriuretic peptide levelsPro-B-type natriuretic peptide levelsGUIDE-IT trialNatriuretic peptide levelsHeart failureEjection fractionClinical outcomesPeptide levelsOptimal guideline-directed medical therapyCox proportional hazards regression modelingProportional hazards regression modelingImpact of depressionHistory of depressionCardiovascular deathCause hospitalizationCause mortalityOverall cohortMedical therapyAdverse outcomesTarget dosesPatientsMental healthTime pointsEffects of Atrial Fibrillation on Heart Failure Outcomes and NT-proBNP Levels in the GUIDE-IT Trial
Chouairi F, Pacor J, Miller PE, Fuery MA, Caraballo C, Sen S, Leifer ES, Felker GM, Fiuzat M, O’Connor C, Januzzi JL, Friedman DJ, Desai NR, Ahmad T, Freeman JV. Effects of Atrial Fibrillation on Heart Failure Outcomes and NT-proBNP Levels in the GUIDE-IT Trial. Mayo Clinic Proceedings Innovations Quality & Outcomes 2021, 5: 447-455. PMID: 33997640, PMCID: PMC8105522, DOI: 10.1016/j.mayocpiqo.2021.02.005.Peer-Reviewed Original ResearchNT-proBNP levelsReduced ejection fractionAtrial fibrillationHF hospitalizationHeart failureEjection fractionMedical therapyN-terminal pro-B-type natriuretic peptideOptimal guideline-directed medical therapyPro-B-type natriuretic peptideGuideline-directed medical therapyHigher NT-proBNP concentrationsHigher NT-proBNP levelsGUIDE-IT trialMedical therapy useHeart failure outcomesHeart Failure TrialPrevalent atrial fibrillationNT-proBNP concentrationsType natriuretic peptideEvidence-based therapiesCardiovascular deathAF patientsTherapy useFailure Trial