Performance of Machine Learning Algorithms for Predicting Progression to Dementia in Memory Clinic Patients

These findings suggest that machine learning algorithms could accurately predict incident dementia within 2 years in patients receiving care at memory clinics using only 6 variables. These findings could be used to inform the development and validation of decision-making aids in memory clinics.