Abstract | ||
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Nowadays, the requirements in the high quality managing and mathematical modeling of diabetes are increasing. Due to the several types of this chronic disease the problem represents a challenging task that was mostly covered in the literature for type 1 diabetes while examining algorithms for artificial pancreas. The aim of the current paper is to analyze a recently developed novel time-delay diabetes model elaborated for both type 1 and type 2 diabetes mellitus; hence, to handle mixed state of these diseases (double diabetes) as well. Control theoretical characteristics are investigated followed by parametric sensitivity analysis for both type 1 and type 2 cases. Finally, the model is compared with the well-known and widely used Cambridge (Hovorka)-model under different simulation scenarios. |
Year | DOI | Venue |
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2015 | 10.1109/ECC.2015.7330518 | 2015 European Control Conference (ECC) |
Keywords | Field | DocType |
time-delay diabetes model analysis,chronic disease,artificial pancreas,type-1 diabetes mellitus,type-2 diabetes mellitus,double-diabetes,parametric sensitivity analysis,Cambridge-Hovorka-model | Diabetes mellitus,Artificial pancreas,Type 2 Diabetes Mellitus,Bioinformatics,Chronic disease,Insulin,Type 1 diabetes,Medicine | Conference |
Citations | PageRank | References |
0 | 0.34 | 4 |
Authors | ||
5 |
Name | Order | Citations | PageRank |
---|---|---|---|
Levente Kovács | 1 | 14 | 6.44 |
Balazs Kurtan | 2 | 0 | 0.68 |
Gyorgy Eigner | 3 | 13 | 7.50 |
Imre J. Rudas | 4 | 388 | 63.89 |
Chee Kong Chui | 5 | 143 | 9.66 |