LASSO-based machine learning algorithm to predict the incidence of diabetes in different stages

LASSO-based machine learning algorithm to predict the incidence of diabetes in different stages

AbstractBackground Formal risk assessment is crucial for diabetes prevention. We aimed to establish a practical nomogram for predicting the risk incidence of prediabetes and prediabetes conversion to diabetes.Methods A cohort of 1428 subjects was collected to develop prediction models. The LASSO was...

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Bibliographic Details
Main Authors: Qianying Ou, Wei Jin, Leweihua Lin, Danhong Lin, Kaining Chen, Huibiao Quan
Format: Article
Language:English
Published: Taylor & Francis Group 2023-12-01
Series:The Aging Male
Subjects:
Diabetes
prediabetes
LASSO
machine learning
nomogram
Online Access:https://www.tandfonline.com/doi/10.1080/13685538.2023.2205510

Internet

https://www.tandfonline.com/doi/10.1080/13685538.2023.2205510

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