2019
A simple real-time model for predicting acute kidney injury in hospitalized patients in the US: A descriptive modeling study
Simonov M, Ugwuowo U, Moreira E, Yamamoto Y, Biswas A, Martin M, Testani J, Wilson FP. A simple real-time model for predicting acute kidney injury in hospitalized patients in the US: A descriptive modeling study. PLOS Medicine 2019, 16: e1002861. PMID: 31306408, PMCID: PMC6629054, DOI: 10.1371/journal.pmed.1002861.Peer-Reviewed Original ResearchMeSH KeywordsAcute Kidney InjuryAgedAged, 80 and overConnecticutDecision Support TechniquesElectronic Health RecordsFemaleHospital MortalityHumansInpatientsMaleMiddle AgedPatient AdmissionPredictive Value of TestsPrognosisRenal DialysisRetrospective StudiesRisk AssessmentRisk FactorsSeverity of Illness IndexTime FactorsConceptsAcute kidney injuryImminent acute kidney injuryElectronic health recordsKidney injuryHospital 1Prediction of AKIRenal replacement therapyOptimal treatment strategyLaboratory dataReceiver operator characteristic curveInternal validation setAKI occurrenceAKI severityHospitalized adultsMedical comorbiditiesOverall cohortAdverse eventsHospitalized patientsSurgical wardsSignificant morbidityReplacement therapyExternal validation data setsHospital 2Hospital 3Study hospital
2018
Acute 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
2017
Approaches to Predicting Outcomes in Patients with Acute Kidney Injury
Saly D, Yang A, Triebwasser C, Oh J, Sun Q, Testani J, Parikh CR, Bia J, Biswas A, Stetson C, Chaisanguanthum K, Wilson FP. Approaches to Predicting Outcomes in Patients with Acute Kidney Injury. PLOS ONE 2017, 12: e0169305. PMID: 28122032, PMCID: PMC5266278, DOI: 10.1371/journal.pone.0169305.Peer-Reviewed Original ResearchMeSH KeywordsAcute Kidney InjuryAgedFemaleHumansLength of StayMaleMiddle AgedModels, TheoreticalPredictive Value of TestsPrognosisRenal DialysisRisk AssessmentTime FactorsConceptsAcute kidney injuryLength of stayKidney injuryReceiver operator characteristic curveOutcomes of interestOperator characteristic curveValidation cohortClinical eventsAccurate prognosticationOutcome eventsPredicting OutcomePrognostic modelDeath predictionLab valuesCharacteristic curveGood discrimination abilityPatientsStayInjuryDialysisModel discriminationOutcomesDaysMedicationsMorbidity
2016
Rapid and Highly Accurate Prediction of Poor Loop Diuretic Natriuretic Response in Patients With Heart Failure
Testani JM, Hanberg JS, Cheng S, Rao V, Onyebeke C, Laur O, Kula A, Chen M, Wilson FP, Darlington A, Bellumkonda L, Jacoby D, Tang WH, Parikh CR. Rapid and Highly Accurate Prediction of Poor Loop Diuretic Natriuretic Response in Patients With Heart Failure. Circulation Heart Failure 2016, 9: e002370. PMID: 26721915, PMCID: PMC4741370, DOI: 10.1161/circheartfailure.115.002370.Peer-Reviewed Original ResearchMeSH KeywordsAcute DiseaseAdministration, IntravenousAgedBiomarkersBumetanideDrug MonitoringDrug ResistanceFemaleHeart FailureHumansMaleMiddle AgedModels, BiologicalNatriuresisPredictive Value of TestsProspective StudiesReproducibility of ResultsSodiumSodium Potassium Chloride Symporter InhibitorsTime FactorsTreatment OutcomeUrinalysisConceptsAcute decompensated heart failureDecompensated heart failureNatriuretic responseSpot urine samplesSodium outputHeart failureDiuretic administrationAcute decompensated heart failure patientsDecompensated heart failure patientsLoop diuretic administrationPrimary therapeutic objectiveUrine samplesHeart failure patientsPositive sodium balanceNet fluid outputDiuretic dosingIntravenous bumetanideMedian doseFailure patientsDiuretic responseSodium balanceUrine collectionFluid balanceTherapeutic objectivesFluid output
2012
Predictors of Death and Dialysis in Severe AKI: The UPHS-AKI Cohort
Wilson FP, Yang W, Feldman HI. Predictors of Death and Dialysis in Severe AKI: The UPHS-AKI Cohort. Clinical Journal Of The American Society Of Nephrology 2012, 8: 527-537. PMID: 23258795, PMCID: PMC3613955, DOI: 10.2215/cjn.06450612.Peer-Reviewed Original ResearchConceptsSevere AKIC-indexIntensive care unit locationPredictors of deathEffective risk stratificationEndpoint of deathMore effective therapeutic interventionsHigh-risk subgroupsHarrell's C-indexLower overall mortalityProportional hazards modelEffective therapeutic interventionsPennsylvania Health SystemBaseline creatinineHospital AKIPressor medicationsSerum creatinineClinical factorsDerivation cohortHigher creatinineHospital admissionOverall mortalityLiver diseaseRisk stratificationValidation cohort