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

Författare:
Publiceringsår: 2010
Språk: Engelska
Sidor: 1324-1327
Publikation/Tidskrift/Serie: Annual International Conference of the IEEE Engineering in Medicine and Biology Society.
Volym: 1
Dokumenttyp: Konferensbidrag
Förlag: IEEE

Sammanfattning

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.

Disputation

Nyckelord

  • Technology and Engineering

Övriga

2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society
2010-08-31/2010-09-04
Buenos Aires, Argentina
Published
Yes
  • LCCC
  • ISSN: 1557-170X
  • ISBN: 978-1-4244-4123-5

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