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A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
Published on: January 11, 2020
[Comprehensive geriatric assessment in a marginal community of Ecuador]
Ludwig Roberto Álvarez Córdova1, Reyes Artacho Martín-Lagos2, Cecilia Arteaga Pazmiño3
1Universidad Católica de Santiago de Guayaquil. Programa de Doctorado en Nutrición y Ciencias de los Alimentos. Universidad de Granada.
Introduction:
Background: older adults suffer from diseases that can affect their functional, psychological and social parameters. The Comprehensive Geriatric Assessment (CGA) is used as an evaluation tool for these parameters through the use of validated, simple and easy-to-apply instruments. Objective: to report the health status of older adults who attend a primary care center in an urban-marginal area of Guayaquil (Ecuador) through CGA, as a first step in order to establish a coordinated care plan in the areas studied. Material and Methods: a cross-sectional assessment of 196 aged subjects with a median age of 70.9 years (83 % females) who attended a Primary Care Community Health Center in Guayaquil. Nutritional, social, demographic, functional, and cognitive variables were assessed. Results: participants had a mean age of 70.9 ± 7.1 years. Demographic variables: 73 % were Afro-Ecuadorian, 69 % had basic education, and 57 % performed no physical activity. Clinical assessment: 47.4 % presented with vision impairment, and 37.8 % with hearing problems; 52 % had nutritional risk and 6 % malnutrition. Social valuation: 13 % had severe social deterioration; 40 % had some cognitive impairment, and 8.2 % had depression; 46.9 % were functionally dependent, and 16.8 % had dynapenia. Conclusions: CGA allows to identify major health problems in this population, which is why it is considered a practical and easy tool to apply in primary care centers in marginal urban populations as a first step to improve health status for this older population, which in recent years is growing significantly in developing countries such as Ecuador.
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