Machine Learning for Predicting the Risk of Transition from Prediabetes to Diabetes

Early detection of type 2 diabetes mellitus using machine learning-based prediction models

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Minimum information about clinical artificial intelligence modeling: the MI-CLAIM checklist

(2020) Beau Norgeot et al.   NATURE MEDICINE

Predicting Diabetes Mellitus With Machine Learning Techniques

(2018) Quan Zou et al.   Frontiers in Genetics

A Systematic Review of Biomarkers and Risk of Incident Type 2 Diabetes: An Overview of Epidemiological, Prediction and Aetiological Research Literature

(2016) Ali Abbasi et al.   PLoS One

Prediabetes: a high-risk state for diabetes development

(2012) Adam G Tabák et al.   LANCET

Low serum creatinine is associated with type 2 diabetes in morbidly obese women and men: a cross-sectional study

(2010) Jøran Hjelmesæth et al.   BMC Endocrine Disorders