Post-prandial plasma glucose prediction in type I diabetes based on Impulse Response Models.
Publikation/Tidskrift/Serie: Annual International Conference of the IEEE Engineering in Medicine and Biology Society.
In this paper the impact of different meals and rapid insulin were estimated as Finite Impulse Response Models from a data set of 18 patients. Based on these models short-term individualized predictors were tested for 20 and 60 minute prediction. The predictors were evaluated using Clarke Grid Analysis and had on average more than 94 % and 75 % in the A zone and less than 1 % and 3 % in the errorous C/D/E zones, which in comparison to other published results is competitive.
- Control Engineering
2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society
Buenos Aires, Argentina
- ISSN: 1557-170X
- ISBN: 978-1-4244-4123-5