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Browsing by Author "Avraam, Demetris"

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Orchestrating privacy-protected big data analyses of data from different resources with R and DataSHIELD

Marcon, Yannick; Bishop, Tom; Avraam, Demetris; Escriba-Montagut, Xavier; Ryser-Welch, Patricia; Wheater, Stuart; Burton, Paul; González, Juan Ramón (Public Library of Science (PLoS), 2021)

Combined analysis of multiple, large datasets is a common objective in the health- and biosciences. Existing methods tend to require researchers to physically bring data together in one place or follow an analysis plan and ...
Sleep duration in preschool age and later behavioral and cognitive outcomes: an individual participant data meta-analysis in five European cohorts

Guerlich, Kathrin; Avraam, Demetris; Cadman, Tim; Calas, Lucinda; Charles, Marie-Aline; Elhakeem, Ahmed; Fernández-Barrés, Sílvia; Guxens Junyent, Mònica; Heude, Barbara; Ibarluzea, Jesús; Inskip, Hazel; Julvez, Jordi; Lawlor, Deborah A.; Murcia, Mario; Salika, Theodosia; Sunyer Deu, Jordi; Tafflet, Muriel; Koletzko, Berthold; Grote, Veit; Plancoulaine, Sabine (Springer, 2023)

Short sleep duration has been linked to adverse behavioral and cognitive outcomes in schoolchildren, but few studies examined this relation in preschoolers. We aimed to investigate the association between parent-reported ...
Software Application Profile: ShinyDataSHIELD—an R Shiny application to perform federated non-disclosive data analysis in multicohort studies

Escribà-Montagut, Xavier; Marcon, Yannick; Avraam, Demetris; Banerjee, Soumya; Bishop, Tom; Burton, Paul; González, Juan Ramón (Oxford University Press, 2023)

Motivation: DataSHIELD is an open-source software infrastructure enabling the analysis of data distributed across multiple databases (federated data) without leaking individuals’ information (non-disclosive). It has ...

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Browsing by Author "Avraam, Demetris"

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