Assessing racial bias in healthcare predictive models: Practical lessons from an empirical evaluation of 30-day hospital readmission models
H. Echo Wang, Jonathan P. Weiner, Suchi Saria, Harold P. Lehmann, Hadi Kharrazi
Topics & Concepts
OperationalizationSelection biasComputer scienceHealth careStatisticsFalse positive ratePredictive modellingEconometricsMedicineData miningMachine learningArtificial intelligenceMathematicsEconomic growthEpistemologyPhilosophyEconomicsHeart Failure Treatment and ManagementHospital Admissions and OutcomesSepsis Diagnosis and Treatment