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Post-Prandial Plasma Glucose Prediction in Type I Diabetes Based on Impulse Response Models

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Author

Summary, in English

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.

Publishing year

2010

Language

English

Pages

1324-1327

Publication/Series

Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Volume

1

Document type

Conference paper

Publisher

IEEE - Institute of Electrical and Electronics Engineers Inc.

Topic

  • Control Engineering

Conference name

Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2010

Conference date

2010-08-31 - 2010-09-04

Conference place

Buenos Aires, Argentina

Status

Published

Research group

  • LCCC

ISBN/ISSN/Other

  • ISSN: 1557-170X
  • ISBN: 978-1-4244-4123-5