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Updated: Mar 19, 2026

A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
Published on: January 11, 2020
[Dementia: management and prevention]
Abstract:
Dementia represents a great challenge for health care providers. Detection of cognitive impairment is critical for early diagnosis of dementia. Early diagnosis allows to initiate individualized management that focuses on maintaining patient's autonomy and supporting their caregivers. Proposed multimodal interventions include physical activity, cognitive training, mediterranean diet, and management of cardiovascular risk factors. Before the initiation of pro-cognitive therapy, medication review is essential to evaluate current treament and determine specific therapeutic objectives, based on patient's overall health and preferences. Overall risk reduction for dementia revolves around similar measures that target physical activity, cognition, diet and management of cardiovascular risk factors.
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