Cargando…

Hypoglycemia event prediction from CGM using ensemble learning

This work sought to explore the potential of using standalone continuous glucose monitor (CGM) data for the prediction of hypoglycemia utilizing a large cohort of type 1 diabetes patients during free-living. We trained and tested an algorithm for the prediction of hypoglycemia within 40 minutes on 3...

Descripción completa

Detalles Bibliográficos
Autores principales: Fleischer, Jesper, Hansen, Troels Krarup, Cichosz, Simon Lebech
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10012121/
https://www.ncbi.nlm.nih.gov/pubmed/36992787
http://dx.doi.org/10.3389/fcdhc.2022.1066744

Ejemplares similares