2023
Clinical Risk Prediction Models with Meta-Learning Prototypes of Patient Heterogeneity
Zhang L, Khera R, Mortazavi B. Clinical Risk Prediction Models with Meta-Learning Prototypes of Patient Heterogeneity. Annual International Conference Of The IEEE Engineering In Medicine And Biology Society (EMBC) 2023, 00: 1-4. PMID: 38083199, PMCID: PMC11007255, DOI: 10.1109/embc40787.2023.10340765.Peer-Reviewed Original Research
2016
Hospital Variation in Time to Epinephrine for Nonshockable In-Hospital Cardiac Arrest
Khera R, Chan PS, Donnino M, Girotra S. Hospital Variation in Time to Epinephrine for Nonshockable In-Hospital Cardiac Arrest. Circulation 2016, 134: 2105-2114. PMID: 27908910, PMCID: PMC5173427, DOI: 10.1161/circulationaha.116.025459.Peer-Reviewed Original ResearchConceptsHospital cardiac arrestEpinephrine administrationCardiac arrestFunctional recoveryHospital variationNonshockable rhythmsHospital ratesSurvival rateRisk-standardized survival ratesIn-Hospital Cardiac ArrestHospital-level outcomesRisk-standardized ratesDose of epinephrineMedian survival rateOdds of delayHigh rateGuidelines-ResuscitationAdult patientsOverall survivalWorse survivalSimilar patientsLowest quartileImproved outcomesHospitalPatients