Barnes Lab

Kaiser Foundation Research Institute

Oakland · United States

NIH-funded
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NIH R01 · 2025

Low-cost detection of dementia using electronic health records data: validation and testing of the eRADAR algorithm in a pragmatic, patient-centered trial.

Nearly half of people currently living with dementia have not received a diagnosis, delaying access to treatment as well as education and support for the patient and family. Thus, NIA has requested applications to support pragmatic clinical trials of low-cost tools to improve detection of cognitive decline in clinical settings (RFA-AG- 20-051). With pilot funding from NIA, we used machine learning to develop a low-cost tool called eRADAR (electronic health record Risk of Alzheimer's and Dementia Assessment Rule), which uses easily accessible information in the electronic health record (EHR) to help identify patients with undiagnosed dementia. In addition, we interviewed patients,…

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