Browsing by Subject "Dementia/diagnosis"

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Comparative study of machine learning methods for modeling associations between risk factors and future dementia cases

Valsdóttir, Vaka; Jónsdóttir, María Kristín; Magnúsdóttir, Brynja Björk; Chang, Milan; Hu, Yi Han; Gudnason, Vilmundur; Launer, Lenore J.; Stefánsson, Hlynur (2024-02)

A substantial portion of dementia risk can be attributed to modifiable risk factors that can be affected by lifestyle changes. Identifying the contributors to dementia risk could prove valuable. Recently, machine learning methods have been increasingly ...
Dementia risk in the general population : large-scale external validation of prediction models in the AGES-Reykjavik study

Vonk, Jet M.J.; Greving, Jacoba P.; Gudnason, Vilmundur; Launer, Lenore J.; Geerlings, Mirjam I. (2021-07-25)

We aimed to evaluate the external performance of prediction models for all-cause dementia or AD in the general population, which can aid selection of high-risk individuals for clinical trials and prevention. We identified 17 out of 36 eligible published ...

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