2024
Early Warning Scores With and Without Artificial Intelligence
Edelson D, Churpek M, Carey K, Lin Z, Huang C, Siner J, Johnson J, Krumholz H, Rhodes D. Early Warning Scores With and Without Artificial Intelligence. JAMA Network Open 2024, 7: e2438986. PMID: 39405061, DOI: 10.1001/jamanetworkopen.2024.38986.Peer-Reviewed Original ResearchConceptsEarly Warning ScoreWarning ScoreCohort studyYale New Haven Health SystemClinical deterioration eventsHigh-risk thresholdHealth systemRetrospective cohort studyPatient encountersDeteriorating patientsOverall PPVMain OutcomesInpatient encountersEDI scoresHospital encountersDeterioration eventsClinical deteriorationIntensive care unitEarly warning toolCare unitDecision support toolArtificial intelligenceScoresReceiver operating characteristic curveNEWS2
2021
Clinical characteristics and outcomes for 7,995 patients with SARS-CoV-2 infection
McPadden J, Warner F, Young HP, Hurley NC, Pulk RA, Singh A, Durant TJS, Gong G, Desai N, Haimovich A, Taylor RA, Gunel M, Dela Cruz CS, Farhadian SF, Siner J, Villanueva M, Churchwell K, Hsiao A, Torre CJ, Velazquez EJ, Herbst RS, Iwasaki A, Ko AI, Mortazavi BJ, Krumholz HM, Schulz WL. Clinical characteristics and outcomes for 7,995 patients with SARS-CoV-2 infection. PLOS ONE 2021, 16: e0243291. PMID: 33788846, PMCID: PMC8011821, DOI: 10.1371/journal.pone.0243291.Peer-Reviewed Original ResearchConceptsSARS-CoV-2 infectionYale New Haven HealthSARS-CoV-2Hospital mortalityRisk of admissionMale sexRisk factorsSARS-CoV-2 testingInvasive mechanical ventilationSevere acute respiratory syndrome virusBurden of diseaseRT-PCR testingAcademic health systemDiverse patient populationsRespiratory syndrome virusEthnic groupsAdult patientsClinical characteristicsDischarge dispositionRespiratory supportPrimary outcomeTreatment guidelinesMechanical ventilationRetrospective studyPatient populationIntermediate‐dose anticoagulation, aspirin, and in‐hospital mortality in COVID‐19: A propensity score‐matched analysis
Meizlish ML, Goshua G, Liu Y, Fine R, Amin K, Chang E, DeFilippo N, Keating C, Liu Y, Mankbadi M, McManus D, Wang SY, Price C, Bona RD, Chaar C, Chun HJ, Pine AB, Rinder HM, Siner JM, Neuberg DS, Owusu KA, Lee AI. Intermediate‐dose anticoagulation, aspirin, and in‐hospital mortality in COVID‐19: A propensity score‐matched analysis. American Journal Of Hematology 2021, 96: 471-479. PMID: 33476420, PMCID: PMC8013588, DOI: 10.1002/ajh.26102.Peer-Reviewed Original ResearchConceptsProphylactic-dose anticoagulationAntiplatelet therapyHospital deathCumulative incidenceMultivariable regression modelsHospital mortalityHospitalized adult COVID-19 patientsAdult COVID-19 patientsPropensity score-matched patientsPropensity score-matched analysisCOVID-19Intensive antithrombotic therapyIntermediate-dose anticoagulationCohort of patientsCOVID-19 patientsPatient-specific covariatesAnticoagulation cohortAspirin cohortDose anticoagulationAntithrombotic therapyThrombotic complicationsHospitalized patientsPrimary outcomeIllness severityRegression models
2016
“Deterioration to Door Time”: An Exploratory Analysis of Delays in Escalation of Care for Hospitalized Patients
Sankey CB, McAvay G, Siner JM, Barsky CL, Chaudhry SI. “Deterioration to Door Time”: An Exploratory Analysis of Delays in Escalation of Care for Hospitalized Patients. Journal Of General Internal Medicine 2016, 31: 895-900. PMID: 26969311, PMCID: PMC4945556, DOI: 10.1007/s11606-016-3654-x.Peer-Reviewed Original ResearchConceptsMedical intensive care unitEscalation of careIntensive care unitClinical deteriorationCare escalationHospitalized patientsCare unitDoor timeInpatient medicineRetrospective cohort studySeverity of illnessRisk of deathAcademic medical centerHospital mortalityICU transferCohort studyInpatient floorInpatient settingMedical CenterGeneral floorPatientsCareMortalityCurrent eraPrevious studies