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A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
Published on: January 11, 2020
Mild cognitive impairment in primary care: a clinical review
Georges Assaf1, Maria Tanielian2
1Department of Family Medicine, American University of Beirut Medical Center, Beirut, Lebanon ga62@aub.edu.lb.
Abstract:
Dementia is projected to become a global health priority but often not diagnosed in its earlier preclinical stage which is mild cognitive impairment (MCI). MCI is generally referred as a transition state between normal cognition and Alzheimer's disease. Primary care physicians play an important role in its early diagnosis and identification of patients most likely to progress to Alzheimer's disease while offering evidenced-based interventions that may reverse or halt the progression to further cognitive impairment. The aim of this review is to introduce the concept of MCI in primary care through a case-based clinical review. We discuss the case of a patient with MCI and provide an evidence-based framework for assessment, early recognition and management of MCI while addressing associated risk factors, neuropsychiatric symptoms and prognosis.
Insights
Early diagnosis of mild cognitive impairment (MCI) is crucial for dementia prevention. Primary care physicians can identify and manage MCI, potentially halting cognitive decline and Alzheimer's disease progression.
Area of Science:
- Neurology
- Geriatrics
- Primary Care Medicine
Background:
- Dementia prevalence is rising globally, yet early preclinical stages like mild cognitive impairment (MCI) are often undiagnosed.
- MCI represents a transitional phase between normal cognition and Alzheimer's disease (AD).
- Primary care physicians are pivotal in early MCI detection and management.
Observation:
- This review utilizes a case-based approach to illustrate MCI in a primary care setting.
- It examines the assessment, recognition, and management of MCI.
- Associated risk factors and neuropsychiatric symptoms are also addressed.
Findings:
- An evidence-based framework for MCI assessment and management is presented.
- The review highlights the importance of identifying patients at high risk for AD progression.
- Interventions aimed at reversing or halting cognitive impairment are discussed.
Implications:
- Early identification and intervention in primary care can significantly impact MCI progression.
- Effective management may delay or prevent the onset of Alzheimer's disease.
- This framework supports primary care physicians in addressing cognitive health proactively.
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