Explainable hypoglycemia prediction models through dynamic structured grammatical evolution

Abstract Effective blood glucose management is crucial for people with diabetes to avoid acute complications. Predicting extreme values accurately and in a timely manner is of vital importance to them. People with diabetes are particularly concerned about suffering a hypoglycemia (low value) event a...

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Principais autores:	Marina De La Cruz, Oscar Garnica, Carlos Cervigon, Jose Manuel Velasco, J. Ignacio Hidalgo
Formato:	Artigo
Idioma:	Inglês
Publicado:	Nature Portfolio 2024-06-01
Series:	Scientific Reports
Assuntos:	Diabetes Hypoglycemia prediction Rule system Structured grammatical evolution
Acceso en liña:	https://doi.org/10.1038/s41598-024-63187-5
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