Performance of multilabel machine learning models and risk stratification schemas for predicting stroke and bleeding risk in patients with non-valvular atrial fibrillation
Juan Lü, R. Hutchens, Joseph Hung, Mohammed Bennamoun, B. McQuillan, Tom Briffa, Ferdous Sohel, Kevin Murray, Jonathon Stewart, Benjamin J.W. Chow, Frank Sanfilippo, Girish Dwivedi
Topics & Concepts
MedicineAtrial fibrillationStroke (engine)Internal medicineCohortRisk stratificationCardiologyMachine learningComputer scienceMechanical engineeringEngineeringAtrial Fibrillation Management and OutcomesImbalanced Data Classification TechniquesMachine Learning in Healthcare