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Post-prandial plasma glucose prediction in type I diabetes based on Impulse Response Models.

Ståhl, Fredrik LU ; Johansson, Rolf LU and Renard, Eric (2010) Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2010 In Annual International Conference of the IEEE Engineering in Medicine and Biology Society. 1. p.1324-1327
Abstract
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.
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author
organization
publishing date
type
Chapter in Book/Report/Conference proceeding
publication status
published
subject
in
Annual International Conference of the IEEE Engineering in Medicine and Biology Society.
volume
1
pages
1324 - 1327
publisher
IEEE--Institute of Electrical and Electronics Engineers Inc.
conference name
Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2010
external identifiers
  • wos:000287964001180
  • scopus:78650833215
ISSN
1557-170X
ISBN
978-1-4244-4123-5
DOI
10.1109/IEMBS.2010.5626386
language
English
LU publication?
yes
id
1c8b00b2-5062-4ba0-9612-2314f7833046 (old id 1774627)
date added to LUP
2011-01-28 10:02:42
date last changed
2018-06-10 03:58:53
@inproceedings{1c8b00b2-5062-4ba0-9612-2314f7833046,
  abstract     = {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.},
  author       = {Ståhl, Fredrik and Johansson, Rolf and Renard, Eric},
  booktitle    = {Annual International Conference of the IEEE Engineering in Medicine and Biology Society.},
  isbn         = {978-1-4244-4123-5},
  issn         = {1557-170X},
  language     = {eng},
  pages        = {1324--1327},
  publisher    = {IEEE--Institute of Electrical and Electronics Engineers Inc.},
  title        = {Post-prandial plasma glucose prediction in type I diabetes based on Impulse Response Models.},
  url          = {http://dx.doi.org/10.1109/IEMBS.2010.5626386},
  volume       = {1},
  year         = {2010},
}