2019
Treating Heart Failure With Antihyperglycemic Medications: Is Now the Right Time?
Testani JM, Inzucchi SE, Voors AA. Treating Heart Failure With Antihyperglycemic Medications: Is Now the Right Time? Circulation 2019, 139: 2383-2385. PMID: 31107618, DOI: 10.1161/circulationaha.119.038854.Commentaries, Editorials and LettersBiomarkersBlood GlucoseDiabetes Mellitus, Type 2Disease ProgressionEvidence-Based MedicineGlucagon-Like Peptide-1 ReceptorHeart FailureHospitalizationHumansIncretinsProtective FactorsRandomized Controlled Trials as TopicRisk AssessmentRisk FactorsSodium-Glucose Transporter 2 InhibitorsTreatment Outcome
2018
Enhancing the prediction of acute kidney injury risk after percutaneous coronary intervention using machine learning techniques: A retrospective cohort study
Huang C, Murugiah K, Mahajan S, Li SX, Dhruva SS, Haimovich JS, Wang Y, Schulz WL, Testani JM, Wilson FP, Mena CI, Masoudi FA, Rumsfeld JS, Spertus JA, Mortazavi BJ, Krumholz HM. Enhancing the prediction of acute kidney injury risk after percutaneous coronary intervention using machine learning techniques: A retrospective cohort study. PLOS Medicine 2018, 15: e1002703. PMID: 30481186, PMCID: PMC6258473, DOI: 10.1371/journal.pmed.1002703.Peer-Reviewed Original ResearchMeSH KeywordsAcute Kidney InjuryAgedClinical Decision-MakingData MiningDecision Support TechniquesFemaleHumansMachine LearningMaleMiddle AgedPercutaneous Coronary InterventionProtective FactorsRegistriesReproducibility of ResultsRetrospective StudiesRisk AssessmentRisk FactorsTime FactorsTreatment OutcomeConceptsPercutaneous coronary interventionNational Cardiovascular Data RegistryRisk prediction modelAKI eventsAKI riskCoronary interventionAKI modelMean ageCardiology-National Cardiovascular Data RegistryAcute kidney injury riskAKI risk predictionRetrospective cohort studyIdentification of patientsCandidate variablesAvailable candidate variablesCohort studyPCI proceduresPoint of careBrier scoreAmerican CollegeData registryPatientsCalibration slopeInjury riskSame cohort