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Updated: Jun 5, 2025

A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
Published on: January 11, 2020
Memory screening in the community: Facilitating earlier dementia diagnosis and care-Preliminary data
Kao Lee Yang1,2, Laura Kelble3,4, Kristen Felten5
1Department of Medicine, Division of Geriatrics, University of Wisconsin-Madison School of Medicine & Public Health, Madison, Wisconsin, USA.
Background:
This program evaluation was conducted to assess the effectiveness of a community memory screening initiative across 25 Aging and Disability Resource Centers, spanning 39 counties and 5 tribal communities in the state of Wisconsin.
Methods:
We evaluated the screened individuals' characteristics and reasons for screening, the screen results and topics addressed during screening, the rate of sending positive screens to primary care providers, and the incidence of subsequent dementia diagnosis as well as health behavior changes.
Results:
Program evaluation results showed 791 completed surveys from individuals, indicating the program's accessibility and potential to reach populations in both urban and rural counties across Wisconsin. Evaluation results also showed that brain health was the most frequently discussed topic during memory screens (discussed during 689 screens, 87.1%), along with other topics such as potential causes of dementia symptoms (670 screens, 84.5%), dementia warning signs (656, 83%), the importance of early detection (605 screens, 76.5%), and caregiver support (106 screens, 13.4%). Of all 791, a total of 273 (34.5%) individuals had screen results sent to a primary care provider. Follow-up surveys completed with a subset of individuals (n = 49) who had their results sent to a primary care provider indicated that 10 (20%) received a diagnosis of dementia and over half made a health behavior change to improve brain health.
Conclusions:
The evaluation results presented herein highlight the program's success in addressing the critical need for accessible dementia-related services. Overall, our evaluation results underscore the importance of community-based initiatives in promoting early dementia detection and intervention, which are crucial for disease management.
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