Predictive factors of hypoglycemia in type 2 diabetes: a prospective study using machine learning

Predictive factors of hypoglycemia in type 2 diabetes: a prospective study using machine learning

Abstract Hypoglycemia is a serious complication in individuals with type 2 diabetes mellitus. Identifying who is most at risk remains challenging due to the non-linear relationships between hypoglycemia and its associated risk factors. The objective of this study is to evaluate the importance and im...

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Main Authors: Motahare Shabestari, Akram Mehrabbeik, Sebastiano Barbieri, Pedro Marques-Vidal, Poria Heshmati-nasab, Reyhaneh Azizi
Format: Article
Language:English
Published: Nature Portfolio 2025-05-01
Series:Scientific Reports
Subjects:
Type 2 diabetes mellitus
Hypoglycemia prediction
Machine learning
SHAP
Online Access:https://doi.org/10.1038/s41598-025-03030-7
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https://doi.org/10.1038/s41598-025-03030-7

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