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Comparison of interval and Monte Carlo simulation for the prediction of postprandial glucose under uncertainty in type 1 diabetes mellitus

Calm, R.; García-Jaramillo, M.; Bondía Company, Jorge; Sainz, M.A.; Vehí, J. (Elsevier, 2011-12)

[EN] In this paper, the problem of tackling uncertainty in the prediction of postprandial blood glucose is analyzed. Two simulation approaches, Monte Carlo and interval models, are studied and compared. Interval simulation ...
Guaranteed computation methods for compartmental in-series models under uncertainty

de Pereda Sebastián, Diego; Romero Vivó, Sergio; Ricarte Benedito, Beatriz; Bondía Company, Jorge (Elsevier, 2013-11)

The pattern of some real phenomenon can be described by compartmental in-series models. Nevertheless, most of these processes are characterized by their variability, which produces that the exact values of the model ...
On the Computation of Output Bounds for Compartmental in-Series Models under Parametric Uncertainty

de Pereda Sebastián, Diego; Romero Vivó, Sergio; Ricarte Benedito, Beatriz; Bondía Company, Jorge (2012)

[EN] In this work, the problem of obtaining tight output bounds for compartmental in-series models under parametric uncertainty is addressed. It is well-known that current methods used to compute a solution envelope may ...
On the prediction of glucose concentration under intra-patient variability in type 1 diabetes: A monotone systems approach

de Pereda Sebastián, Diego; Romero Vivó, Sergio; Ricarte Benedito, Beatriz; Bondía Company, Jorge (Elsevier, 2012-12)

Insulin therapy in type 1 diabetes aims to mimic the pattern of endogenous insulin secretion found in healthy subjects. Glucose-insulin models are widely used in the development of new predictive control strategies in order ...

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Listar por palabra clave "Interval simulation"

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Listar por palabra clave "Interval simulation"