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Updated: Jun 8, 2025

A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
Published on: January 11, 2020
A call for globally responsive screening materials to account for heterogeneity in dementia syndromes
1Department of Medicine, University of Washington Seattle, WA, USA.
Abstract:
Effective screening for communicative ability in dementia is vital to drive theoretical understanding and optimize care responsiveness globally. Communication is central to the human experience; however, routine clinical screening for progressive communication change remains limited due to a variety of resource constraints. Other challenges include the subtlety of early communication-led symptoms, heterogeneous underlying pathologies, and a lack of culturally diverse research and tools. To address the scarcity of dedicated assessment resources, future initiatives must maximize responsiveness to and representation of our global population to appropriately respond to the rising, and vastly diverse, dementia crisis.
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