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Validation of Random Forest Machine Learning Models to Predict Dementia-Related Neuropsychiatric Symptoms in Real-World Data 

Cernuda García, Carlos; Ezpeleta Gallastegi, Enaitz; Alberdi Aramendi, Ane (IOS Press, 2020)
Background: Neuropsychiatric symptoms (NPS) are the leading cause of the social burden of dementia but their role is underestimated. Objective: The objective of the study was to validate predictive models to separately ...
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Dementia related neuropsychiatric symptoms: inequalities in pharmacological treatment and institutionalization 

Soto-Gordoa, Myriam (Dove Medical Press Limitedprevalence, 2019)
Background: Dementia-related neuropsychiatric symptoms (NPS) are the main determinant of family stress and institutionalization of patients. This study aimed to identify inequalities by gender and socioeconomic status ...

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Authora2ae7e058e4feef7d58fbf315ace8083 (1)Alberdi Aramendi, Ane (1)Cernuda García, Carlos (1)Ezpeleta Gallastegi, Enaitz (1)Subject
dementia (2)
neuropsychiatric symptoms (2)
antidepressant drugs (1)antipsychotic drugs (1)depressive symptoms (1)deprivation index (1)inequalities (1)machine learning (1)nursing home (1)predictive model (1)... View MoreDate Issued2019 (1)2020 (1)Has File(s)Yes (2)

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Harvested by:

OpenAIREBASE

Validated by:

OpenAIRERebiun
MONDRAGON UNIBERTSITATEA | Library
Contact Us | Send Feedback
DSpace