2024
Natural Language Processing of Clinical Documentation to Assess Functional Status in Patients With Heart Failure
Adejumo P, Thangaraj P, Dhingra L, Aminorroaya A, Zhou X, Brandt C, Xu H, Krumholz H, Khera R. Natural Language Processing of Clinical Documentation to Assess Functional Status in Patients With Heart Failure. JAMA Network Open 2024, 7: e2443925. PMID: 39509128, PMCID: PMC11544492, DOI: 10.1001/jamanetworkopen.2024.43925.Peer-Reviewed Original ResearchConceptsFunctional status assessmentArea under the receiver operating characteristic curveClinical documentationElectronic health record dataHF symptomsOptimal care deliveryHealth record dataAssess functional statusStatus assessmentClinical trial participationProcessing of clinical documentsFunctional status groupCare deliveryOutpatient careMain OutcomesMedical notesTrial participantsNew York Heart AssociationFunctional statusQuality improvementRecord dataHeart failureClinical notesDiagnostic studiesStatus groups
2021
Variations in Quality of Care by Sex and Social Determinants of Health Among Younger Adults With Acute Myocardial Infarction in the US and Canada
Raparelli V, Pilote L, Dang B, Behlouli H, Dziura JD, Bueno H, D’Onofrio G, Krumholz HM, Dreyer RP. Variations in Quality of Care by Sex and Social Determinants of Health Among Younger Adults With Acute Myocardial Infarction in the US and Canada. JAMA Network Open 2021, 4: e2128182. PMID: 34668947, PMCID: PMC8529414, DOI: 10.1001/jamanetworkopen.2021.28182.Peer-Reviewed Original ResearchConceptsAcute myocardial infarctionQuality of careHealth care systemYoung adultsFemale sexMyocardial infarctionCare systemHospital careSocial determinantsRetrospective cohort analysisLow qualityAdverse SDOHLowest tertileReadmission ratesMore patientsPostacute careAMI careOutpatient careCare scoresHigh prevalenceCohort analysisLarge cohortMAIN OUTCOMESDOHHospital
2019
Hospital Prices Grew Substantially Faster Than Physician Prices For Hospital-Based Care In 2007–14
Cooper Z, Craig S, Gaynor M, Harish NJ, Krumholz HM, Van Reenen J. Hospital Prices Grew Substantially Faster Than Physician Prices For Hospital-Based Care In 2007–14. Health Affairs 2019, 38: 184-189. PMID: 30715987, DOI: 10.1377/hlthaff.2018.05424.Peer-Reviewed Original ResearchConceptsPhysician pricesHospital pricesHospital-based outpatient careHealth care spendingCare spendingTypes of pricesPrice growthHospital-based outpatient servicesProvider pricesReference pricingAntitrust enforcementPricesPolicy makersPricingSpendingOutpatient careRange of optionsGrowth rateGrowthPaymentsInpatient careOutpatient servicesInsurersMakersPercent
2018
National and Regional Trends in Deep Vein Thrombosis Hospitalization Rates, Discharge Disposition, and Outcomes for Medicare Beneficiaries
Minges KE, Bikdeli B, Wang Y, Attaran RR, Krumholz HM. National and Regional Trends in Deep Vein Thrombosis Hospitalization Rates, Discharge Disposition, and Outcomes for Medicare Beneficiaries. The American Journal Of Medicine 2018, 131: 1200-1208. PMID: 29753792, PMCID: PMC7040884, DOI: 10.1016/j.amjmed.2018.04.033.Peer-Reviewed Original ResearchConceptsDeep vein thrombosisHospitalization ratesVein thrombosisBlack patientsMedicare Standard Analytic FilesProportion of patientsPrincipal discharge diagnosisStandard Analytic FilesSecondary prevention effortsDischarge dispositionHospital lengthInpatient managementReadmission ratesDischarge diagnosisService patientsAdjusted outcomesOutpatient careAnalytic FilesMedicare feeMedicare beneficiariesMortality rateClinical practiceHospitalizationPatientsThrombosis
2016
Practice‐Level Variation in Outpatient Cardiac Care and Association With Outcomes
Clough JD, Rajkumar R, Crim MT, Ott LS, Desai NR, Conway PH, Maresh S, Kahvecioglu DC, Krumholz HM. Practice‐Level Variation in Outpatient Cardiac Care and Association With Outcomes. Journal Of The American Heart Association 2016, 5: e002594. PMID: 26908402, PMCID: PMC4802452, DOI: 10.1161/jaha.115.002594.Peer-Reviewed Original ResearchMeSH KeywordsAgedAged, 80 and overAmbulatory CareCardiologyFemaleHealth Care CostsHealthcare DisparitiesHeart DiseasesHospitalizationHumansMaleMedicareMiddle AgedOffice VisitsPractice Patterns, Physicians'Process Assessment, Health CareQuality Indicators, Health CareTime FactorsTreatment OutcomeUnited StatesConceptsOutpatient cardiac careCardiac careCardiac servicesPractice-level variationMyocardial perfusion imagingNoncardiac hospitalizationsMedical hospitalizationCardiac catheterizationOffice visitsClinical endpointsOutpatient careLowest quartileOdds ratioCardiology practiceMedicare populationMedicare beneficiariesHospitalizationPerfusion imagingDevice proceduresEfficient carePhysician practicesQuartileCarePractice levelMean payment