Name
Title | ||
|---|---|---|
An insulin infusion advisory system based on autotuning nonlinear model-predictive control. |
Abstract | ||
|---|---|---|
This paper aims at the development and evaluation of a personalized insulin infusion advisory system (IIAS), able to provide real-time estimations of the appropriate insulin infusion rate for type 1 diabetes mellitus (T1DM) patients using continuous glucose monitors and insulin pumps. The system is based on a nonlinear model-predictive controller (NMPC) that uses a personalized glucose-insulin met... |
Year | DOI | Venue |
|---|---|---|
2011 | 10.1109/TBME.2011.2157823 | IEEE Transactions on Biomedical Engineering |
Keywords | Field | DocType |
Sugar,Insulin,Predictive models,Biochemistry,Tuning,Recurrent neural networks,Prediction algorithms | Diabetes mellitus,Control theory,Computer science,Control theory,Fuzzy logic,Model predictive control,Recurrent neural network,Control engineering,Insulin,Type 1 diabetes,Glucose Measurement | Journal |
Volume | Issue | ISSN |
58 | 9 | 0018-9294 |
Citations | PageRank | References |
20 | 1.51 | 10 |
Authors | ||
5 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Konstantia Zarkogianni | 1 | 63 | 6.20 |
| Andriani Vazeou | 2 | 56 | 5.04 |
| Stavroula G Mougiakakou | 3 | 342 | 28.61 |
| Aikaterini Prountzou | 4 | 44 | 2.97 |
| Konstantina S. Nikita | 5 | 448 | 66.23 |