2022
Nudging within learning health systems: next generation decision support to improve cardiovascular care
Chen Y, Harris S, Rogers Y, Ahmad T, Asselbergs FW. Nudging within learning health systems: next generation decision support to improve cardiovascular care. European Heart Journal 2022, 43: 1296-1306. PMID: 35139182, PMCID: PMC8971005, DOI: 10.1093/eurheartj/ehac030.Peer-Reviewed Original ResearchConceptsClinical decision support systemElectronic health recordsEvidence-practice gapArtificial intelligence algorithmsDecision support systemPatient outcomesClinical practiceIntelligence algorithmsHealthcare dataHealth systemGuideline-directed therapyActionable insightsDecision supportRoutine clinical practiceSupport systemHealth recordsRobust evidence baseClinical equipoiseCardiovascular careCDSS alertsClinician behaviorEvidence baseAlertsFace of uncertaintyOutcomes
2021
REVeAL-HF Design and Rationale of a Pragmatic Randomized Controlled Trial Embedded Within Routine Clinical Practice
Ahmad T, Yamamoto Y, Biswas A, Ghazi L, Martin M, Simonov M, Hsiao A, Kashyap N, Velazquez EJ, Desai NR, Wilson FP. REVeAL-HF Design and Rationale of a Pragmatic Randomized Controlled Trial Embedded Within Routine Clinical Practice. JACC Heart Failure 2021, 9: 409-419. PMID: 33992566, DOI: 10.1016/j.jchf.2021.03.006.Peer-Reviewed Original ResearchConceptsHeart failurePatient outcomesClinical decision makingN-terminal pro-B-type natriuretic peptide levelsPro-B-type natriuretic peptide levelsPragmatic Randomized Controlled TrialIntravenous diuretic agentsNatriuretic peptide levelsRandomized Controlled TrialsRoutine clinical practiceEvidence-based interventionsElectronic health recordsControlled TrialsPatient populationAccurate prognosticationCommon causeDiuretic agentsPeptide levelsClinical practicePg/TrialsHealth recordsSignificant riskMortalityOutcomes