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
2016
Comparative Effectiveness of Pharmacologic Interventions for Pulmonary Arterial Hypertension A Systematic Review and Network Meta-Analysis
Jain S, Khera R, Girotra S, Badesch D, Wang Z, Murad MH, Blevins A, Schmidt GA, Singh S, Gerke AK. Comparative Effectiveness of Pharmacologic Interventions for Pulmonary Arterial Hypertension A Systematic Review and Network Meta-Analysis. CHEST Journal 2016, 151: 90-105. PMID: 27615023, PMCID: PMC5310124, DOI: 10.1016/j.chest.2016.08.1461.Peer-Reviewed Reviews, Practice Guidelines, Standards, and Consensus StatementsConceptsPulmonary arterial hypertensionEndothelin receptor antagonistsArterial hypertensionPharmacologic interventionsFunctional statusNew York Heart Association/World Health Organization functional classWorld Health Organization functional classSystematic reviewFuture comparative-effectiveness trialDiscontinuation of therapyA Systematic ReviewComparative effectiveness trialNetwork Meta-AnalysisPatient-centered approachClinical worseningCochrane RegisterSubcutaneous prostanoidsEfficacy outcomesPlacebo groupPlacebo ratesAdverse eventsReceptor antagonistPharmacologic agentsEffectiveness trialComparative efficacy