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A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
Published on: January 11, 2020
[Screening methods for mild cognitive impairment in primary care]
1Medicina de Familia y Comunitaria, Centro de Salud Acea de Ama, Culleredo, A Coruña, España Grupo de Habilidades en Neurología de la SEMG.
Diagnosis of mild cognitive impairment (MCI) is always clinical and screening methods only indicate that the patient has a higher risk of this condition. In MCI, there is a slight decline in some cognitive abilities that does not affect activities of daily living and therefore does not produce social or occupational disability. The definitive diagnosis of MCI requires a considerable time investment that is very rarely possible to provide in primary care (PC) consultations. Hence the need for PC physicians to employ rapid and simple screening methods (brief cognitive assessment -BCA-) that allow objective identification of patients likely to have MCI in a few minutes. This article reviews the BCA tools that can truly be applied in less than 10 minutes. The phototest is a brief screening tool that is easy to use and interpret by physicians and is well accepted by patients. Consequently, it is one of the most useful tests in PC for screening of both MCI and dementia. In addition to BCA, instrumental activities of daily living scales should also be applied to differentiate MCI from dementia.
Diagnosis of mild cognitive impairment (MCI) is always clinical and screening methods only indicate that the patient has a higher risk of this condition. In MCI, there is a slight decline in some cognitive abilities that does not affect activities of daily living and therefore does not produce social or occupational disability. The definitive diagnosis of MCI requires a considerable time investment that is very rarely possible to provide in primary care (PC) consultations. Hence the need for PC physicians to employ rapid and simple screening methods (brief cognitive assessment -BCA-) that allow objective identification of patients likely to have MCI in a few minutes. This article reviews the BCA tools that can truly be applied in less than 10 minutes. The phototest is a brief screening tool that is easy to use and interpret by physicians and is well accepted by patients. Consequently, it is one of the most useful tests in PC for screening of both MCI and dementia. In addition to BCA, instrumental activities of daily living scales should also be applied to differentiate MCI from dementia.
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