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LSTMs and Deep Residual Networks for Carbohydrate and Bolus Recommendations in Type 1 Diabetes Management

To avoid serious diabetic complications, people with type 1 diabetes must keep their blood glucose levels (BGLs) as close to normal as possible. Insulin dosages and carbohydrate consumption are important considerations in managing BGLs. Since the 1960s, models have been developed to forecast blood g...

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Detalles Bibliográficos
Autores principales: Beauchamp, Jeremy, Bunescu, Razvan, Marling, Cindy, Li, Zhongen, Liu, Chang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8126192/
https://www.ncbi.nlm.nih.gov/pubmed/34068808
http://dx.doi.org/10.3390/s21093303