Prediction of glucose excursions under uncertain parameters and food intake in intensive insulin therapy for type 1 diabetes mellitus
Data(s) |
2007
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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 |
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 |