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

In English

Författare

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.

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 - Institute of Electrical and Electronics Engineers Inc.

Ämne

  • 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

Forskningsgrupp

  • LCCC

ISBN/ISSN/Övrigt

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