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Predicting Risk of Hypoglycemia in Patients With Type 2 Diabetes by Electronic Health Record–Based Machine Learning: Development and Validation

BACKGROUND: Hypoglycemia is a common adverse event in the treatment of diabetes. To efficiently cope with hypoglycemia, effective hypoglycemia prediction models need to be developed. OBJECTIVE: The aim of this study was to develop and validate machine learning models to predict the risk of hypoglyce...

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Detalles Bibliográficos
Autores principales: Yang, Hao, Li, Jiaxi, Liu, Siru, Yang, Xiaoling, Liu, Jialin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9247813/
https://www.ncbi.nlm.nih.gov/pubmed/35708754
http://dx.doi.org/10.2196/36958