Listar por autor "Tainta, Mikel"

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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 ...
Estimation of the epidemiology of dementia and associated neuropsychiatric symptoms by applying machine learning to real-world data

Mar Medina, Javier; Gorostiza, Ania; Arrospide, Arantzazu; Larrañaga Uribeetxeberria, Igor; Alberdi Aramendi, Ane; Cernuda, Carlos; Iruin, Álvaro; Tainta, Mikel; Mar Barrutia, Lorea; Ibarrondo Olagüenaga, Oliver (Elsevier, 2022)

Introduction Incidence rates of dementia-related neuropsychiatric symptoms (NPS) are not known and this hampers the assessment of their population burden. The objective of this study was to obtain an approximate estimate ...
Validation of Random Forest Machine Learning Models to Predict Dementia-Related Neuropsychiatric Symptoms in Real-World Data

Cernuda, Carlos; Ezpeleta, 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 ...