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 cohortAcute Kidney Injury in Real Time: Prediction, Alerts, and Clinical Decision Support
Wilson FP, Greenberg JH. Acute Kidney Injury in Real Time: Prediction, Alerts, and Clinical Decision Support. Nephron 2018, 140: 116-119. PMID: 30071528, PMCID: PMC6165685, DOI: 10.1159/000492064.Commentaries, Editorials and LettersMeSH KeywordsAcute Kidney InjuryBiomarkersClinical Decision-MakingComputer SystemsDecision Support Systems, ClinicalHumansPredictive Value of TestsConceptsPresence of AKIAcute kidney injury (AKI) researchShort-term adverse outcomesBest practice advisoryDetection of AKIEHR-based toolsAcute kidney injuryChronic kidney diseaseKidney injurySerum creatinineClinical decision supportAdverse outcomesElectronic health record systemsKidney diseaseAdministrative codingHarmful sequelaeHealth record systemsAKIInjury researchProvider behaviorRecord systemSequelaeCreatinineInjuryDisease
2015
Drugs, Dialysis, Decisions, and Data: A Walk through the Minefield of Nephropharmacology
Wilson F, Nolin T, Berns J. Drugs, Dialysis, Decisions, and Data: A Walk through the Minefield of Nephropharmacology. Seminars In Dialysis 2015, 28: 323-324. PMID: 25929704, DOI: 10.1111/sdi.12390.Commentaries, Editorials and Letters