Predicting physician burnout using clinical activity logs: Model performance and lessons learned
Sunny S. Lou, Hanyang Liu, Benjamin C. Warner, Derek Harford, Chenyang Lu, Thomas Kannampallil
Topics & Concepts
WorkloadBurnoutAuditMedicineConfidence intervalWorkforceFeature engineeringRandom forestMachine learningArtificial intelligenceComputer scienceInternal medicineClinical psychologyDeep learningEconomic growthEconomicsOperating systemManagementHealthcare professionals’ stress and burnoutArtificial Intelligence in Healthcare and EducationMachine Learning in Healthcare