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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 and its management in older people
Sima Ataollahi Eshkoor1, Tengku Aizan Hamid1, Chan Yoke Mun1
1Institute of Gerontology, Universiti Putra Malaysia, Selangor, Malaysia.
Abstract:
Mild cognitive impairment (MCI) is a common condition in the elderly. It is characterized by deterioration of memory, attention, and cognitive function that is beyond what is expected based on age and educational level. MCI does not interfere significantly with individuals' daily activities. It can act as a transitional level of evolving dementia with a range of conversion of 10%-15% per year. Thus, it is crucial to protect older people against MCI and developing dementia. The preventive interventions and appropriate treatments should improve cognitive performance, and retard or prevent progressive deficits. The avoidance of toxins, reduction of stress, prevention of somatic diseases, implementation of mental and physical exercises, as well as the use of dietary compounds like antioxidants and supplements can be protective against MCI. The modification of risk factors such as stopping smoking, as well as the treatment of deficiency in vitamins and hormones by correcting behaviors and lifestyle, can prevent cognitive decline in the elderly. The progressive increase in the growth rate of the elderly population can enhance the rate of MCI all over the world. There is no exact cure for MCI and dementia; therefore, further studies are needed in the future to determine causes of MCI and risk factors of progression from MCI to dementia. This will help to find better ways for prevention and treatment of cognitive impairment worldwide.
Insights
Protecting older adults against mild cognitive impairment (MCI) and dementia is crucial. Preventive strategies include lifestyle changes, exercise, and managing health conditions to maintain cognitive function.
Area of Science:
- Gerontology
- Neurology
- Public Health
Background:
- Mild cognitive impairment (MCI) affects the elderly, causing memory and cognitive decline beyond normal aging.
- MCI can be a precursor to dementia, with 10-15% converting annually.
- The growing elderly population worldwide increases MCI prevalence.
Purpose of the Study:
- To highlight the importance of preventing MCI and dementia in older adults.
- To identify protective interventions and treatments for cognitive decline.
- To emphasize the need for further research into MCI causes and progression.
Main Methods:
- Review of existing literature on MCI prevention and treatment.
- Identification of risk factors and protective strategies.
- Analysis of the impact of lifestyle, diet, and medical conditions on cognitive health.
Main Results:
- Preventive measures include avoiding toxins, reducing stress, and managing diseases.
- Mental and physical exercises, antioxidants, and supplements show protective potential.
- Modifying risk factors like smoking and correcting vitamin/hormone deficiencies are key.
Conclusions:
- Comprehensive strategies are needed to protect against MCI and dementia.
- Lifestyle modifications and early interventions are vital for cognitive health in the elderly.
- Further research is essential to understand MCI progression and develop effective treatments.
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