Prediction of glucose excursions under uncertain parameters and food intake in intensive insulin therapy for type 1 diabetes mellitus


Autoria(s): Calm i Puig, Remei; García Jaramillo, Maira Alejandra; Vehí i Casellas, Josep; Bondía Company, Jorge; Tarin Sauer, Cristina; García-Gabín, Winston
Data(s)

2007

Resumo

Considering the difficulty in the insulin dosage selection and the problem of hyper- and hypoglycaemia episodes in type 1 diabetes, dosage-aid systems appear as tremendously helpful for these patients. A model-based approach to this problem must unavoidably consider uncertainty sources such as the large intra-patient variability and food intake. This work addresses the prediction of glycaemia for a given insulin therapy face to parametric and input uncertainty, by means of modal interval analysis. As result, a band containing all possible glucose excursions suffered by the patient for the given uncertainty is obtained. From it, a safer prediction of possible hyper- and hypoglycaemia episodes can be calculated

Formato

application/pdf

Identificador

Calm, R., Garcia-Jaramillo, M., Vehí, J., Bondia, J., Tarin, C., i Garcia-Gabin, W. (2007). Prediction of glucose excursions under uncertain parameters and food intake in intensive insulin therapy for type 1 diabetes mellitus. 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society : 2007 : EMBS 2007, 1770-1773. Recuperat 08 juny 2010, a http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=4352654

978-1-4244-0787-3

1557-170X

http://hdl.handle.net/10256/2550

http://dx.doi.org/10.1109/IEMBS.2007.4352654

Idioma(s)

eng

Publicador

IEEE

Relação

Reproducció digital del document publicat a: http://dx.doi.org/10.1109/IEMBS.2007.4352654

© 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society : 2007 : EMBS 2007, 2007, p. 1770-1773

Articles publicats (D-EEEiA)

Direitos

Tots els drets reservats

Palavras-Chave #Control predictiu #Diabetis #Glucèmia #Insulina -- Ús terapèutic #Blood sugar #Diabetes #Insulin -- Therapeutic use #Predictive control
Tipo

info:eu-repo/semantics/article