LASSO-based machine learning algorithm to predict the incidence of diabetes in different stages
Author:
Affiliation:
1. Department of Endocrinology, Hainan General Hospital, Hainan Affiliated Hospital of Hainan Medical University, Haikou, China
Funder
Hainan Provincial Key Research and Development Project
Publisher
Informa UK Limited
Subject
Geriatrics and Gerontology
Link
https://www.tandfonline.com/doi/pdf/10.1080/13685538.2023.2205510
Reference30 articles.
1. 2. Classification and Diagnosis of Diabetes: Standards of Medical Care in Diabetes—2020
2. Prevalence of comorbidities in patients with type–2 diabetes mellitus
3. Predictive models for diabetes mellitus using machine learning techniques
4. Prediction of progression from pre‐diabetes to diabetes: Development and validation of a machine learning model
5. Machine Learning for Predicting the Risk of Transition from Prediabetes to Diabetes
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