Browsing by Author "Iruin, Álvaro"
Now showing items 1-4 of 4
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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 ... -
Validity of a computerised population registry of dementia based on clinical databases
Soto-Gordoa, Myriam (Elsevier España, S.L.U., 2021)Introduction: The handling of information through digital media allows innovative approachesfor identifying cases of dementia through computerised searches within the clinical databasesthat include systems for coding ...
