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A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
Published on: January 11, 2020
Self-appraised, informant-reported, and objective memory and cognitive function in mild cognitive impairment.
Jenny C C Chung1, David W K Man
1Department of Rehabilitation Sciences, The Hong Kong Polytechnic University, Hung Hom, Honk Kong, SAR, China. jenny.chung@polyu.edu.hk
Dementia and Geriatric Cognitive Disorders
|February 10, 2009
Summary
Individuals with mild cognitive impairment (MCI) may not accurately perceive their memory and cognitive deficits. Self-reported strategy use, however, showed some correlation with objective memory performance in MCI patients.
Area of Science:
- Neuroscience
- Cognitive Psychology
- Gerontology
Background:
- Limited understanding of self-appraised memory and cognitive function in mild cognitive impairment (MCI).
- Need to correlate subjective reports with objective measures and informant feedback in MCI.
Purpose of the Study:
- To investigate the relationship between self-appraised memory/cognitive function and informant reports/neuropsychological performance in MCI.
- To explore awareness of cognitive deficits in individuals with MCI.
Main Methods:
- Compared 69 MCI subjects and 86 normal cognition (NC) adults.
- Utilized Multifactorial Memory Questionnaire for self-appraisal.
- Employed Mini-Mental State Examination, Fuld Object Memory Evaluation, Digit Span, Rivermead Behavioral Memory Test for objective performance.
- Gathered informant ratings using the Informant Questionnaire on Cognitive Decline in the Elderly.
Main Results:
- Self-appraised memory satisfaction and ability did not correlate with informant reports or neuropsychological tests in MCI.
- Self-reported use of memory strategies correlated with list recall and everyday memory tests in MCI.
- No significant differences in age or education between MCI and NC groups.
Conclusions:
- Individuals with MCI may exhibit reduced awareness of their cognitive impairments.
- Informant reports and neuropsychological tests suggest subtle deficits not always reflected in self-appraisal.
- Self-reported strategy use offers a potential partial insight into memory function in MCI.
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