Fairness gaps in Machine learning models for hospitalization and emergency department visit risk prediction in home healthcare patients with heart failure
Anahita Davoudi, Sena Chae, Lauren Evans, Sridevi Sridharan, Jiyoun Song, Kathryn H. Bowles, Margaret V. McDonald, Maxim Topaz
Topics & Concepts
Emergency departmentHealth careHeart failureMedical emergencyPredictive modellingMedicineEmergency medicineComputer scienceMachine learningNursingEconomic growthEconomicsInternal medicineHeart Failure Treatment and ManagementChronic Disease Management StrategiesFrailty in Older Adults