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A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
Published on: January 11, 2020
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Screening for Cognitive Impairment in Older Adults: US Preventive Services Task Force Recommendation Statement
, Douglas K Owens1,2, Karina W Davidson3
1Veterans Affairs Palo Alto Health Care System, Palo Alto, California.
JAMA
|February 26, 2020
Summary
Screening for cognitive impairment in older adults lacks sufficient evidence. The US Preventive Services Task Force found the benefits and harms of dementia screening cannot be determined.
Area of Science:
- Gerontology
- Neurology
- Preventive Medicine
Background:
- Dementia, or major neurocognitive disorder, significantly impacts daily independence.
- Prevalence increases with age, affecting millions in the US.
Purpose of the Study:
- To update 2014 recommendations on screening for cognitive impairment.
- To review evidence on screening for mild cognitive impairment and dementia in older adults.
Main Methods:
- Systematic evidence review commissioned by the US Preventive Services Task Force (USPSTF).
- Focused on community-dwelling adults aged 65+ without recognized cognitive impairment symptoms.
Main Results:
- Evidence regarding screening for cognitive impairment was found to be lacking.
- The balance of benefits and harms of such screening could not be determined.
Conclusions:
- The USPSTF issued an "I statement" indicating insufficient evidence.
- Current evidence is insufficient to assess the benefits versus harms of screening older adults for cognitive impairment.
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