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Updated: Jun 6, 2025

A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
Published on: January 11, 2020
A Simple Physical Examination Predicts Cognitive Decline in Very Mild Dementia.
Li-Han Lin1, Karen Y C Chuang2, Chung-Yao Hsu3
1Department of Radiology, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung 83301, Taiwan.
The right back scratch test may help detect cognitive decline in very mild dementia patients. Better performance on this simple fitness test indicates a slower rate of cognitive decline over one year.
Area of Science:
- Gerontology
- Neurology
- Kinesiology
Background:
- Physical fitness behaviors are linked to cognitive decline in very mild dementia.
- Understanding senior fitness in this population is crucial for early intervention.
Purpose of the Study:
- To determine baseline senior fitness behaviors in very mild dementia patients.
- To identify factors associated with rapid cognitive decline in this group.
Main Methods:
- Prospective cohort study of 132 very mild dementia patients over 1 year.
- Assessments included Senior Fitness Test, Mini-Mental State Examination (MMSE), and Clinical Dementia Rating (CDR) Scale.
- Rapid cognitive decline defined as an MMSE decrease of ≥2 points within 1 year.
Main Results:
- No significant differences in age, sex, education, or baseline MMSE between groups.
- Dietary habits and comorbidities did not differ between rapid and non-rapid decline groups at 1 year.
- Better performance on the right back scratch test was associated with slower cognitive decline (p=0.038), identified as the sole significant factor in regression analysis (p=0.022).
Conclusions:
- The right hand back scratch test is a valuable tool for detecting cognitive decline in very mild dementia.
- This simple physical function test can help identify individuals at risk for faster cognitive deterioration.
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