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Prediction of type 2 diabetes mellitus onset using logistic regression-based scorecards.


ABSTRACT:

SUBMITTER: Edlitz Y 

PROVIDER: S-EPMC9255967 | biostudies-literature | 2022 Jun

REPOSITORIES: biostudies-literature

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Prediction of type 2 diabetes mellitus onset using logistic regression-based scorecards.

Edlitz Yochai Y   Segal Eran E  

eLife 20220622


<h4>Background</h4>Type 2 diabetes (T2D) accounts for ~90% of all cases of diabetes, resulting in an estimated 6.7 million deaths in 2021, according to the International Diabetes Federation. Early detection of patients with high risk of developing T2D can reduce the incidence of the disease through a change in lifestyle, diet, or medication. Since populations of lower socio-demographic status are more susceptible to T2D and might have limited resources or access to sophisticated computational re  ...[more]

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