2024
Real-world evaluation of an algorithmic machine-learning-guided testing approach in stable chest pain: a multinational, multicohort study
Oikonomou E, Aminorroaya A, Dhingra L, Partridge C, Velazquez E, Desai N, Krumholz H, Miller E, Khera R. Real-world evaluation of an algorithmic machine-learning-guided testing approach in stable chest pain: a multinational, multicohort study. European Heart Journal - Digital Health 2024, 5: 303-313. PMID: 38774380, PMCID: PMC11104476, DOI: 10.1093/ehjdh/ztae023.Peer-Reviewed Original ResearchRisk of acute myocardial infarctionAssociated with lower oddsHospital health systemCoronary artery diseaseCardiac testingRisk of adverse outcomesUK BiobankHealth systemProvider-drivenLower oddsAssociated with better outcomesAcute myocardial infarctionBlack raceStable chest painFemale sexReal world evaluationDiabetes historyMulticohort studyFunction testsSuspected coronary artery diseaseYounger ageRisk profileAdverse outcomesMultinational cohortPost hoc analysis
2023
Race and Ethnicity and Emergency Department Discharge Against Medical Advice
Tsai J, Janke A, Krumholz H, Khidir H, Venkatesh A. Race and Ethnicity and Emergency Department Discharge Against Medical Advice. JAMA Network Open 2023, 6: e2345437. PMID: 38015503, PMCID: PMC10685883, DOI: 10.1001/jamanetworkopen.2023.45437.Peer-Reviewed Original ResearchConceptsWhite patientsHispanic patientsEmergency departmentCross-sectional studyED visitsBlack patientsDAMA rateMedical adviceMAIN OUTCOMEEthnic disparitiesNationwide Emergency Department SampleNational cross-sectional studyHospital ED visitsEmergency department dischargeHospital-level variationEmergency Department SampleMetropolitan teaching hospitalHealth care resourcesMedian ageGreater morbidityHospital variationUnadjusted analysesTeaching hospitalAdditional adjustmentLower oddsOpportunities and Achievement of Medication Initiation Among Inpatients With Heart Failure With Reduced Ejection Fraction
Swat S, Xu H, Allen L, Greene S, DeVore A, Matsouaka R, Goyal P, Peterson P, Hernandez A, Krumholz H, Yancy C, Fonarow G, Hess P, Program A. Opportunities and Achievement of Medication Initiation Among Inpatients With Heart Failure With Reduced Ejection Fraction. JACC Heart Failure 2023, 11: 918-929. PMID: 37318420, DOI: 10.1016/j.jchf.2023.04.015.Peer-Reviewed Original ResearchConceptsEvidence-based medicationsMedication initiationReduced ejection fractionNumber of medicationsMultivariable logistic regressionNumber of patientsPre-existing conditionsReduced ejectionEjection fractionHeart failureMultivariable analysisFemale sexLower oddsMedicationsMean net gainPatientsRural hospitalsAdmissionOlder ageLogistic regressionStudy periodMean numberOddsInitiationRural locations
2013
Sexual activity and function among middle-aged and older men and women with hypertension
Spatz ES, Canavan ME, Desai MM, Krumholz HM, Lindau ST. Sexual activity and function among middle-aged and older men and women with hypertension. Journal Of Hypertension 2013, 31: 1096-1105. PMID: 23640604, PMCID: PMC3837567, DOI: 10.1097/hjh.0b013e32835fdefa.Peer-Reviewed Original ResearchConceptsSexual problemsSexual activityHTN groupEnzyme inhibitors/angiotensin receptor blockersOlder menAntihypertensive medication classesAngiotensin receptor blockersAntihypertensive medication useAssociation of hypertensionComparative effectiveness trialCalcium channel blockersCommunity-residing adultsUntreated hypertensionMedication classesMedication groupReceptor blockersΑ-blockersMedication useHTN statusAdjusted oddsSexual functionEffectiveness trialChannel blockersHypertensionLower odds
1995
Aspirin in the treatment of acute myocardial infarction in elderly Medicare beneficiaries. Patterns of use and outcomes.
Krumholz H, Radford M, Ellerbeck E, Hennen J, Meehan T, Petrillo M, Wang Y, Kresowik T, Jencks S. Aspirin in the treatment of acute myocardial infarction in elderly Medicare beneficiaries. Patterns of use and outcomes. Circulation 1995, 92: 2841-7. PMID: 7586250, DOI: 10.1161/01.cir.92.10.2841.Peer-Reviewed Original ResearchConceptsAcute myocardial infarctionUse of aspirinDays of hospitalizationElderly patientsMyocardial infarctionMedicare beneficiariesHospital medical recordsElderly Medicare beneficiariesHigh-risk characteristicsPopulation-based sampleDelivery of careQuality of careAspirin therapyMore comorbiditiesAspirin useChest painAbsolute contraindicationHeart failureThrombolytic therapyPotential confoundersMedical recordsSafe treatmentEffective therapyHigh riskLower odds