MACHINE LEARNING APPLIED TO MEDICARE CLAIMS DATA TO IDENTIFY OLDER ADULTS WITH UNDIAGNOSED DEMENTIA

Abstract

Approximately half of people living with Alzheimer’s disease and related dementias are undiagnosed. We performed a retrospective cohort study using the 5% Medicare claims sample to test machine learning approaches for calculating risk of undiagnosed dementia.