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
2020
Changes in Functional Status and Health-Related Quality of Life in Older Adults After Surgical, Interventional, or Medical Management of Acute Myocardial Infarction
Mori M, Djulbegovic M, Hajduk A, Holland ML, Krumholz HM, Chaudhry SI. Changes in Functional Status and Health-Related Quality of Life in Older Adults After Surgical, Interventional, or Medical Management of Acute Myocardial Infarction. Seminars In Thoracic And Cardiovascular Surgery 2020, 33: 72-81. PMID: 32439546, PMCID: PMC7983308, DOI: 10.1053/j.semtcvs.2020.05.001.Peer-Reviewed Original ResearchConceptsCoronary artery bypass graftPercutaneous coronary interventionAcute myocardial infarctionPhysical component scaleMedical managementFunctional statusOlder patientsMyocardial infarctionArtery bypass graftHealth-related qualityAge 75 yearsPatient-centered outcomesRisk of declinePredictors of declineQuality of lifeUnadjusted incidenceCoronary interventionADL declineCardiac surgeryMedical therapyBypass graftSF-12Multivariable modelHRQoLPatients